Banking

<img src="https://m2p-website-file.s3.ap-south-1.amazonaws.com/marketing-cms/m2p-blog/2026/05/compliance-didnt-ask-for-it_blog_v1_2_2000x1000.webp" alt="Compliance Didn’t Ask for It — But Regulators Now Expect Smarter Risk Systems" title="" id="vbybj9xgo" width="100%" height="362">The ground is shifting beneath the feet of compliance officers. For years, the mantra was "follow the process". A meticulously documented, consistently applied compliance process was the shield against regulatory scrutiny. But that shield is proving increasingly ineffective against today's sophisticated threats.&nbsp;Regulators, grappling with a surge in financial crime, are now operating under a new, unspoken assumption, that regulated entities are leveraging advanced technology to manage risk. The focus is shifting from procedural diligence to demonstrable outcomes. This is a quiet but profound revolution, and firms that fail to adapt will find themselves exposed.&nbsp;<h2 class="heading-node" id="fi35u0ttk" style="text-align: left">From Procedural to Outcome-Based Oversight&nbsp;</h2>The era of "tick-the-box" compliance is over. Regulators are less interested in how you follow a process and more interested in the result. Are you effectively preventing money laundering? Are you protecting your customers from fraud in real-time? These are the questions that matter, and a paper-based, manual framework cannot provide satisfactory answers.&nbsp;The scale of the problem is staggering. In India, the banking sector recorded <a class="link" href="https://rmaindia.org/bank-fraud-losses-surge-to-%E2%82%B936014-cr-despite-drop-in-cases-rbi/" target="_blank">fraud-related losses of ₹36,014 crore</a> in FY 2024–25, a steep 194% surge from the previous year. In response, the Reserve Bank of India (RBI) has explicitly called on financial institutions to adopt advanced fraud-detection systems powered by artificial intelligence and machine learning to strengthen security. The message is clear, the expectation has been set.&nbsp;<h4 class="heading-node" id="a4tq9czyf" style="text-align: left">"We Followed the Process" is no longer Defensible</h4>Claiming you "followed the process" after a significant compliance failure is like saying you were looking at the map while driving into a ditch. In this new environment, it’s a defense that is unlikely to garner much sympathy.&nbsp;Financial crime has become a high-tech enterprise. Fraudsters use deep-fake voice scams, synthetic identities, and automated account takeovers that bypass traditional, rule-based defenses. Legacy systems are simply not equipped to handle the speed, volume, and complexity of modern threats. They suffer from fragmented data, slow response times, and an unacceptably high rate of false positives, which damages the customer experience.&nbsp;<h2 class="heading-node" id="n3hw5wfrr" style="text-align: left">The Rise of Tech-Enabled Audits and Model Governance&nbsp;</h2>This new regulatory expectation is also changing the nature of audits. Tech-enabled audits are rapidly becoming the norm, with regulators using AI to analyze entire datasets for anomalies. As firms adopt their own advanced technologies, a new area of focus is emerging: model governance. If you are using an AI model to make risk decisions, you must be able to explain how it works, prove its accuracy, and ensure it is free from bias.&nbsp;<h2 class="heading-node" id="hc0sq9dpt" style="text-align: left">M2P's FRM: Your Regulatory Insurance in a Tech-Driven World&nbsp;</h2>Navigating this new landscape requires a strategic shift from reactive defense to proactive, intelligent risk management. This is where M2P's <a class="link" href="https://m2pfintech.com/blog/how-m2ps-ai-powered-fraud-risk-monitoring-frm-is-transforming-fraud-detection-for-financial-institutions/" target="">AI-powered Fraud and Risk Management (FRM)</a> solution comes in. It's not just a compliance tool; it's the regulatory insurance your institution needs to thrive in the digital age.&nbsp;M2P’s FRM platform is built to address the core challenges financial institutions face today, aligning perfectly with the new regulatory expectations.&nbsp;<table class="border-collapse border border-gray-300" style="min-width: 50px"><colgroup><col style="min-width: 25px"><col style="min-width: 25px"></colgroup><tbody><tr class="border border-gray-300"><td class="border border-gray-300 p-2" colspan="1" rowspan="1">Challenge&nbsp;</td><td class="border border-gray-300 p-2" colspan="1" rowspan="1">How M2P's FRM Provides the Solution&nbsp;</td></tr><tr class="border border-gray-300"><td class="border border-gray-300 p-2" colspan="1" rowspan="1">Fragmented Systems &amp; Data Silos&nbsp;</td><td class="border border-gray-300 p-2" colspan="1" rowspan="1">Our platform unifies fraud detection across all channels—including cards, UPI, BNPL, and core banking—to create a single source of truth for risk insights. This eliminates the gaps fraudsters exploit between disparate systems.&nbsp;</td></tr><tr class="border border-gray-300"><td class="border border-gray-300 p-2" colspan="1" rowspan="1">Slow, Reactive Detection&nbsp;</td><td class="border border-gray-300 p-2" colspan="1" rowspan="1">In a world where milliseconds matter, our FRM enables sub-400 millisecond response times. It uses advanced machine learning to apply risk assessments and detect anomalies in real-time, before a fraudulent transaction completes.&nbsp;</td></tr><tr class="border border-gray-300"><td class="border border-gray-300 p-2" colspan="1" rowspan="1">High False Positives &amp; Poor Customer Experience&nbsp;</td><td class="border border-gray-300 p-2" colspan="1" rowspan="1">Traditional systems generate high false-positive rates (sometimes up to 40%), frustrating legitimate customers. Our AI/ML models achieve an average detection accuracy of 96.4% and reduce false positives to just 5.2%, ensuring genuine customers have a frictionless experience.&nbsp;</td></tr><tr class="border border-gray-300"><td class="border border-gray-300 p-2" colspan="1" rowspan="1">Inflexible &amp; Slow Rule Management&nbsp;</td><td class="border border-gray-300 p-2" colspan="1" rowspan="1">Legacy systems require vendor dependency for rule changes. Our FRM empowers risk teams with a self-service Business Rules Engine (BRE), enabling them to design, test, and deploy new rules instantly without any coding.&nbsp;</td></tr><tr class="border border-gray-300"><td class="border border-gray-300 p-2" colspan="1" rowspan="1">Weak Authentication &amp; Manual Case Tracking&nbsp;</td><td class="border border-gray-300 p-2" colspan="1" rowspan="1">We strengthen security with Multi-Factor Authentication (MFA) and behavioral biometrics, analyzing patterns like typing cadence and mouse movements. Our integrated Case Management module automates tracking, allocation, and resolution workflows, providing full visibility and accountability.&nbsp;</td></tr><tr class="border border-gray-300"><td class="border border-gray-300 p-2" colspan="1" rowspan="1">Limited Insights &amp; Reporting&nbsp;</td><td class="border border-gray-300 p-2" colspan="1" rowspan="1">Our platform delivers actionable dashboards and comprehensive reports on fraud trends, rule performance, and operational metrics. This empowers your team to make data-backed decisions and prepare for audits with confidence.&nbsp;</td></tr></tbody></table> &nbsp;&nbsp;The message from regulators is unequivocal: the old ways of <a class="link" href="https://m2pfintech.com/blog/the-rising-threat-of-financial-fraud-why-robust-risk-management-is-essential/" target="_blank">managing risk</a> are no longer acceptable. In a world of increasingly sophisticated financial crime, leveraging advanced technology is not just an option; it's a fundamental requirement. By embracing a tech-driven approach, you can not only meet your regulatory obligations but also enhance operational efficiency, improve the customer experience, and protect your bottom line.&nbsp;Ready to future-proof your compliance and risk strategy?Explore <a class="link" href="https://m2pfintech.com/contact-us/?utm_source=blog&amp;utm_medium=web&amp;utm_campaign=frm" target="">M2P's Fraud and Risk Management (FRM)</a> solution today to turn your regulatory obligations into a competitive advantage.

Compliance Didn’t Ask for It — But Regulators Now Expect Smarter Risk Systems

<img src="https://m2p-website-file.s3.ap-south-1.amazonaws.com/marketing-cms/m2p-blog/2026/05/main_banner.webp" alt="Core Banking Is No Longer Just a Ledger | The Operating System for Modern Banking" title="" id="apos1swd8" width="100%" height="466"><h2 class="heading-node" id="kdlztwxgd">Why modern banks are treating the core as the operating system for the entire banking ecosystem?</h2>For decades, core banking systems were evaluated with a simple checklist.&nbsp; Can the system manage CASA accounts?&nbsp; Does it support loans and deposits?&nbsp; Can it post transactions correctly and close the day without errors?&nbsp;That definition may have worked when banking itself was branch‑led, slow‑moving, and largely isolated from external ecosystems. But the data emerging across India, the Middle East &amp; Africa, the Philippines, and Southeast Asia tells a very different story today.&nbsp;Across all these regions, banks are quietly—but decisively—changing how they evaluate core banking platforms.&nbsp;The conclusion is unmistakable:&nbsp;Core banking is no longer just a system of record.&nbsp; It has become the operating system for modern banking ecosystems.From “systems of record” to systems of execution!The benchmarking data across commercial banks, cooperative banks, thrift banks, payments banks, and microfinance institutions shows a clear pattern:&nbsp;Basic functionalities like CASA, lending, term deposits etc. are now table stakes.&nbsp;Almost every serious core platform can do this reasonably well. What truly differentiates platforms today is not what they support, but how quickly and intelligently they help banks execute new models.Banks across regions are instead judging core platforms on four new dimensions:&nbsp;<ol class="list-node" id="43hjq4ri4"><li>Speed to launch&nbsp;</li></ol><ol class="list-node" id="azvpnsklk" start="2"><li>Depth of digital enablement&nbsp;</li></ol><ol class="list-node" id="blxdzw7s9" start="3"><li>Operational intelligence</li></ol><ol class="list-node" id="3b9u0t0sc" start="4"><li>Ecosystem readiness&nbsp;</li></ol>These dimensions redefine what “core banking” actually means.&nbsp;<h3 class="heading-node" id="kwhmf5l3c" style="text-align: left">1. Speed to launch has become a board‑level metric&nbsp;</h3>Across MEA, Africa, India, and Southeast Asia, the data highlights a surge in:&nbsp;<ul class="list-node" id="rjm26jd68"><li>Greenfield digital banks&nbsp;</li></ul><ul class="list-node" id="crkdrfsvt"><li>Mid‑tier banks replacing legacy cores&nbsp;</li></ul><ul class="list-node" id="wdcdirx0e"><li>Rapid expansion into new regions, products, or customer segments&nbsp;</li></ul>Banks no longer have the luxury of 18–24 month core implementations.&nbsp;They are asking:&nbsp;<ul class="list-node" id="5h8ua9bab"><li>How fast can we go live?&nbsp;</li></ul><ul class="list-node" id="6cumov41n"><li>Can we migrate in phases?&nbsp;</li></ul><ul class="list-node" id="gtu40cr68"><li>Can we launch now and enhance later?&nbsp;</li></ul>This is especially visible in:&nbsp;<ul class="list-node" id="uxs5huzgz"><li>African microfinance and mid‑tier banks, where scale must be achieved quickly&nbsp;</li></ul><ul class="list-node" id="oy1n9pg16"><li>Indian payments banks and cooperative banks, where regulatory timelines are tight&nbsp;</li></ul><ul class="list-node" id="4axc8vno9"><li>Philippine thrift banks transitioning to digital‑first operating models&nbsp;</li></ul>Insight from the benchmarking data:&nbsp; Banks are prioritising deployment flexibility, configurability, and modular rollout over deeply customised but slow implementations.&nbsp;This is why a modern core like Turing is being positioned not as a “once‑in‑a‑decade replacement,” but as a platform banks can stand up quickly and grow with.&nbsp;&nbsp;<h3 class="heading-node" id="a47tbjngl" style="text-align: left">2. Digital enablement depth matters more than polished apps&nbsp;</h3>Across all three benchmarking regions, one reality stands out:&nbsp;Digital ambition is high, but digital maturity is uneven.&nbsp;The mobile banking, agent banking, and digital onboarding comparisons show:&nbsp;<ul class="list-node" id="8fw4vura7"><li>Many banks have partial digital journeys</li></ul><ul class="list-node" id="qumgqyup8"><li>Agent banking capabilities vary wildly</li></ul><ul class="list-node" id="07h1q3o6k"><li>Digital onboarding is often phased or assisted, not fully straight‑through</li></ul>This has changed how banks look at their core. They are not asking the core to be the flashiest digital layer.&nbsp; They are asking it to be the most dependable digital enabler.&nbsp;What matters now is:&nbsp;<ul class="list-node" id="fyxff4riy"><li>API availability and consistency&nbsp;</li></ul><ul class="list-node" id="yayb0irza"><li>Ability to support mobile, agent, web, and assisted channels simultaneously&nbsp;</li></ul><ul class="list-node" id="55kbyhi2b"><li>Real‑time processing and event readiness&nbsp;</li></ul><ul class="list-node" id="juxs38ohe"><li>Resilience when channels grow faster than expected&nbsp;</li></ul>This is particularly clear in:&nbsp;<ul class="list-node" id="tc6o2t8z2"><li>Agent‑led financial inclusion models across Africa and Southeast Asia&nbsp;</li></ul><ul class="list-node" id="obhe9hvot"><li>Payments and wallet‑linked banking models in India&nbsp;</li></ul><ul class="list-node" id="sejlnb7sa"><li>Multi‑channel servicing in Philippine thrift banks&nbsp;</li></ul>Insight from the data:&nbsp; Banks accept imperfect digital channels, but they do not accept a core that becomes the bottleneck.&nbsp;This is where a core like Turing evolves from a backend system into a digital execution engine thereby quietly powering apps, agents, switches, and channels without constraining growth.&nbsp;<h3 class="heading-node" id="4k070v77m" style="text-align: left">3. Operational intelligence is the hidden deal‑clincher&nbsp;</h3>One of the most striking insights from the benchmarking exercises is how much importance banks place on reports, controls, and regulatory readiness, even when this isn’t mentioned upfront.&nbsp;Across India, the Philippines, and MEA, banks require:&nbsp;<ul class="list-node" id="90py2zfqv"><li>Hundreds of daily, monthly, audit, and exception reports&nbsp;</li></ul><ul class="list-node" id="u518hmv2l"><li>Deep MIS across deposits, loans, NPA, ALM, liquidity, and treasury&nbsp;</li></ul><ul class="list-node" id="akuji3c87"><li>Built‑in support for regulatory workflows&nbsp;</li></ul><ul class="list-node" id="l7n0wl4h3"><li>Strong audit trails, maker–checker, overrides, and exception handling&nbsp;</li></ul>These capabilities feature heavily in the fit‑gap analyses for:&nbsp;<ul class="list-node" id="t8gxpgyyl"><li>Indian cooperative banks and payments banks&nbsp;</li></ul><ul class="list-node" id="a9yf7u150"><li>Philippine thrift banks operating under intense regulatory scrutiny&nbsp;</li></ul><ul class="list-node" id="fb86ui820"><li>African banks building regulator trust during digitisation journeys&nbsp;</li></ul>Insight from the data:&nbsp; Digital experiences win customers, but operational intelligence wins regulators and boards.&nbsp;Turing CBS’s depth across reporting, controls, reconciliation, compliance workflows, and operational visibility positions it as far more than a transaction engine. It becomes the bank’s single source of operational truth, a role no modern bank can function without.&nbsp;<h3 class="heading-node" id="ibs963igo" style="text-align: left">4. Ecosystem readiness defines future relevance&nbsp;</h3>Perhaps the biggest shift highlighted in the benchmarking data is how central ecosystem participation has become to banking strategy.&nbsp;Banks are no longer isolated institutions. They are nodes in larger ecosystems involving:&nbsp;<ul class="list-node" id="nxns7t91g"><li>Payment networks&nbsp;</li></ul><ul class="list-node" id="n3kwedr2r"><li>Card schemes&nbsp;</li></ul><ul class="list-node" id="fa6mn3sxd"><li>Wallets and PPIs&nbsp;</li></ul><ul class="list-node" id="cmn6n9z2m"><li>Agent networks and business correspondents&nbsp;</li></ul><ul class="list-node" id="4qu0kbjq2"><li>Government payment rails&nbsp;</li></ul><ul class="list-node" id="rp7xh46u4"><li>Third‑party fintech services&nbsp;</li></ul>Across all regions:&nbsp;<ul class="list-node" id="uduqlc7og"><li>Payments banks rely on wallets, cards, and merchant acceptance&nbsp;</li></ul><ul class="list-node" id="sli8yceub"><li>African banks depend on agent networks and mobile money ecosystems&nbsp;</li></ul><ul class="list-node" id="qt4slczu3"><li>Southeast Asian banks integrate deeply with real‑time payment schemes&nbsp;</li></ul><ul class="list-node" id="fcytcbdt5"><li>Indian banks operate within UPI, AEPS, and DBT frameworks&nbsp;</li></ul>In this environment, the core must be:&nbsp;<ul class="list-node" id="ntef15ulc"><li>API‑first&nbsp;</li></ul><ul class="list-node" id="4wt52g1uw"><li>Event‑driven&nbsp;</li></ul><ul class="list-node" id="axxjf89uq"><li>Comfortable operating beyond its own UI&nbsp;</li></ul><ul class="list-node" id="ubca90264"><li>Designed to coexist with partners, not compete with them&nbsp;</li></ul>Insight from the benchmarking data:&nbsp; Banks don’t want a closed core. They want a core that enables ecosystems without losing control.&nbsp;This is where the positioning of Turing as an ecosystem‑ready core becomes critical—not as a monolith, but as the stable centre of a constantly expanding banking universe.<h3 class="heading-node" id="ubrb0k2bn" style="text-align: left">Core banking as the operating system for banking ecosystems&nbsp;</h3>Put together, these regional insights point to a single, powerful conclusion:&nbsp;Modern core banking systems are no longer judged as ledgers. They are judged as operating systems.&nbsp;Just as an operating system:&nbsp;<ul class="list-node" id="76w9sxjvw"><li>Manages resources&nbsp;</li></ul><ul class="list-node" id="k4iycjv77"><li>Enables applications&nbsp;</li></ul><ul class="list-node" id="r9ai3gs2i"><li>Enforces security and controls&nbsp;</li></ul><ul class="list-node" id="d0ztdppre"><li>Scales across devices and environments&nbsp;</li></ul>A modern core must:&nbsp;<ul class="list-node" id="pmjuu22lu"><li>Power diverse channels&nbsp;</li></ul><ul class="list-node" id="cbenytd0t"><li>Orchestrate complex operations&nbsp;</li></ul><ul class="list-node" id="lye08ioas"><li>Integrate seamlessly with ecosystems&nbsp;</li></ul><ul class="list-node" id="3sx0nq292"><li>Maintain trust with regulators and stakeholders&nbsp;</li></ul>This is the space where <a class="link" href="https://m2pfintech.com/turing-core-banking/?utm_source=blog&amp;utm_medium=il&amp;utm_campaign=mm" target="_blank">Turing Core Banking System</a> naturally sits.&nbsp;Not as a backend utility—but as the foundational platform on which modern banks:&nbsp;<ul class="list-node" id="kdo9hsuy2"><li>Launch faster&nbsp;</li></ul><ul class="list-node" id="6rvtqxvgf"><li>Digitise responsibly&nbsp;</li></ul><ul class="list-node" id="dy9vvuu7w"><li>Scale confidently&nbsp;</li></ul><ul class="list-node" id="z29x82sua"><li>Participate fully in the financial ecosystem&nbsp;</li></ul><h3 class="heading-node" id="ccvqou45b" style="text-align: left">Closing thought</h3>The benchmarking data from India, MEA, the Philippines, and Southeast Asia makes one thing clear:&nbsp;Banks that still view core banking as “just a ledger” are already behind.&nbsp;The future belongs to banks that treat their core as the operating system for everything they want to become next.&nbsp;And that is exactly the role Turing is designed to play.&nbsp;Ready to see how Turing CBS can transform your banking infrastructure<a class="link" href="https://m2pfintech.com/contact-us/?utm_source=blog&amp;utm_medium=online&amp;utm_campaign=ledger" target="_blank">Reach out to us</a> for a detailed walkthrough.

Core Banking Is No Longer Just a Ledger

<img src="https://m2p-website-file.s3.ap-south-1.amazonaws.com/marketing-cms/m2p-blog/2026/05/cbt-banner.webp" alt="Core Banking Transformation: How a Leading Indian Digital Bank Scaled Faster with M2P’s Turing Platform" title="" id="l0pfp24a7" width="100%" height="362"> A leading digital‑first bank in India undertook a full transformation of its core banking infrastructure by migrating to M2P Fintech’s <a class="link" href="https://m2pfintech.com/blog/unlock-the-future-of-banking-with-next-gen-core-banking-solutions/" target="">Turing Core Banking Platform</a>. The bank, serving millions of customers across digital and assisted channels, faced escalating challenges from its aging monolithic system:&nbsp;<ul class="list-node" id="8qvkhl3rl"><li>Slow product launches</li></ul><ul class="list-node" id="30dyn3ahi"><li>Lack of real‑time capabilities&nbsp;</li></ul><ul class="list-node" id="fh2wbjtlz"><li>High operational overhead&nbsp;</li></ul><ul class="list-node" id="x0wf0hge9"><li>Limited scalability for modern payments&nbsp;</li></ul><ul class="list-node" id="sp31i7zdn"><li>Fragmented tech stack with multiple vendors&nbsp;</li></ul>To unlock the next phase of growth, the bank selected M2P’s cloud‑native, microservices-driven Turing Core—a unified platform delivering core banking, cards, UPI switch, wallets, reconciliation, compliance workflows and more.&nbsp;The migration—completed in under 90 days for 2.5 million+ customer accounts—not only modernized the bank’s technology foundation but enabled rapid digital product innovation, increased revenue throughput, and strengthened compliance and operational efficiency.&nbsp;&nbsp;<h2 class="heading-node" id="sbjsuoki2" style="text-align: left">Problem Statement&nbsp;</h2>The bank’s legacy core system created multiple structural bottlenecks:&nbsp;<ul class="list-node" id="mp82kwqt7"><li>Monolithic architecture restricted scalability and slowed down innovation</li></ul><ul class="list-node" id="iv17yvwmm"><li>Manual processes and disjointed systems increased dependence on operations teams</li></ul><ul class="list-node" id="66natgt0f"><li>Weak support for modern digital payments, especially real-time rails</li></ul><ul class="list-node" id="3hhswz7kb"><li>High cost of maintaining multiple technology vendors with patchy integrations</li></ul><ul class="list-node" id="tz23jo1l6"><li>Regulatory agility was hampered due to limitations in reporting, audit trails, and API surfaces</li></ul>The bank needed a future-ready core that could scale to millions of customers, unify its product ecosystem, and support both digital-first and assisted channels.&nbsp;&nbsp;<h2 class="heading-node" id="i3nlp7s8z" style="text-align: left">Why M2P Was the Ideal Strategic Partner?</h2>M2P offered a composable, end‑to‑end banking and payments stack—removing the need for multiple vendor integrations and enabling the bank to deploy new capabilities significantly faster.&nbsp;<h4 class="heading-node" id="42jef8iqy">Single Vendor. Complete Banking Stack. Zero Friction.&nbsp;</h4><h4 class="heading-node" id="husdqa49w">M2P’s platform delivered:&nbsp;</h4><ul class="list-node" id="btba5clb0"><li>Turing Core Banking System (cloud-native, microservices-based)&nbsp;</li></ul><ul class="list-node" id="uo00cjbja"><li>UPI switch &amp; payments infrastructure&nbsp;</li></ul><ul class="list-node" id="auhajly6b"><li>Card issuance, management &amp; processing&nbsp;</li></ul><ul class="list-node" id="33dvjsuwp"><li>Wallets / PPIs&nbsp;</li></ul><ul class="list-node" id="q795uhtt7"><li>Inbuilt reconciliation and settlement engine&nbsp;</li></ul><ul class="list-node" id="fx2c0fkn8"><li>Audit, reporting, and regulatory workflows&nbsp;</li></ul><ul class="list-node" id="v871xzze5"><li>API-first architecture for internal and partner channels&nbsp;</li></ul>This drastically reduced integration complexity and unlocked speed, scalability, and compliance-readiness for the bank.<h2 class="heading-node" id="b0l0gwi4i">Technology Advancements Enabled by M2P</h2><h4 class="heading-node" id="5scdl1w37">1. Modern, Cloud-Native Core (Turing CBS)&nbsp;</h4><ul class="list-node" id="c3k9m01j6"><li>Cloud-agnostic deployment&nbsp;</li></ul><ul class="list-node" id="uezucco1a"><li>Highly modular and API-first&nbsp;</li></ul><ul class="list-node" id="qj18ih1pr"><li>Enables rapid feature rollout and configurable products&nbsp;</li></ul><h4 class="heading-node" id="9gkr14sg7" style="text-align: left">2. Large-Scale Migration in &lt; 90 Days&nbsp;</h4><ul class="list-node" id="xpllwxl6h"><li>Over 2.5 million accounts migrated seamlessly&nbsp;</li></ul><ul class="list-node" id="5ndkohqji"><li>Parallel enablement of debit card issuance, wallet services, and core upgrades&nbsp;</li></ul><h4 class="heading-node" id="dgjt3e2os" style="text-align: left">3. Banking-as-a-Service (BaaS) Capabilities&nbsp;</h4><ul class="list-node" id="096cb0kyu"><li>Exposes configurable building blocks&nbsp;</li></ul><ul class="list-node" id="so16iarfc"><li>Enables ecosystem partners, fintechs, and assisted channels to plug in effortlessly&nbsp;</li></ul><h4 class="heading-node" id="37b496915" style="text-align: left">4. UPI &amp; Payments Switch&nbsp;</h4><ul class="list-node" id="rv130huyf"><li>Cloud-native, elastic, and high-availability design&nbsp;</li></ul><ul class="list-node" id="u1o60k65y"><li>NPCI-certified&nbsp;</li></ul><ul class="list-node" id="51onucea9"><li>Reduced total cost of ownership (TCO)&nbsp;</li></ul><h4 class="heading-node" id="lsjoz4xqe" style="text-align: left">5. Compliance, Audit &amp; Operational Controls&nbsp;</h4><ul class="list-node" id="g87v7fvcm"><li>Automated reporting and reconciliation&nbsp;</li></ul><ul class="list-node" id="2305q9n35"><li>Built-in workflows aligned with RBI’s IT governance and outsourcing framework&nbsp;</li></ul><ul class="list-node" id="ax75ieg7a"><li>Strengthened risk and fraud controls</li></ul><h2 class="heading-node" id="8amvhcm38" style="text-align: left">New Capabilities Unlocked After Migration&nbsp;</h2><h3 class="heading-node" id="2jl8x1yk5" style="text-align: left">1. Debit Cards&nbsp;</h3><ul class="list-node" id="o9oz402gi"><li>Instant virtual &amp; physical card issuance&nbsp;</li></ul><ul class="list-node" id="eit5qm3r8"><li>Real-time PIN management&nbsp;</li></ul><ul class="list-node" id="rpp6oveh3"><li>Fee management, card lifecycle, and operations tooling&nbsp;</li></ul><ul class="list-node" id="icgn3wia8"><li>Unified and automated reconciliation&nbsp;</li></ul><ul class="list-node" id="65gqqp1ug"><li>Smooth migration from legacy card system&nbsp;</li></ul><h3 class="heading-node" id="ajtq7hd2s" style="text-align: left">2. UPI &amp; Payments Infrastructure&nbsp;</h3><ul class="list-node" id="429wfhguw"><li>Full-stack UPI (App + TPAP-ready + Switch)&nbsp;</li></ul><ul class="list-node" id="tr3qmamgg"><li>Merchant acquiring capabilities&nbsp;</li></ul><ul class="list-node" id="x3r4rdt15"><li>Intelligent routing for high-volume retail payments&nbsp;</li></ul><h3 class="heading-node" id="a1puo35dn" style="text-align: left">3. Wallets / PPIs&nbsp;</h3><ul class="list-node" id="201k10p3m"><li>Issuance and lifecycle management&nbsp;</li></ul><ul class="list-node" id="1c0mrnalx"><li>Unified control for prepaid programs&nbsp;</li></ul><ul class="list-node" id="piftut0ut"><li>Native support for PPI-on-UPI trends&nbsp;</li></ul><h3 class="heading-node" id="17svd4l0d" style="text-align: left">4. Sweep Accounts&nbsp;</h3><ul class="list-node" id="inmig3c5u"><li>Automated thresholding and sweep rules&nbsp;</li></ul><ul class="list-node" id="g3rbgf4sq"><li>Seamless integration with partner banks&nbsp;</li></ul><ul class="list-node" id="9q24nx1lv"><li>Real-time posting and reconciliation&nbsp;</li></ul><h3 class="heading-node" id="0serjghd2" style="text-align: left">5. Direct Benefit Transfers (DBT)&nbsp;</h3><ul class="list-node" id="k74yuujny"><li>Native support for PFMS, NPCI, and Aadhaar-seeded account flows&nbsp;</li></ul><ul class="list-node" id="yw6duk3se"><li>Strong audit trails and automated exception handling&nbsp;</li></ul><ul class="list-node" id="mn298bpxn"><li>Supports AEPS withdrawals through assisted channels&nbsp;&nbsp;</li></ul><h2 class="heading-node" id="twhocyngd" style="text-align: left">Impact on Growth &amp; Revenue&nbsp;</h2>Within months of migration, the bank saw measurable transformation:&nbsp;<ul class="list-node" id="iy0p7xt4c"><li>Customer base tripled&nbsp;</li></ul><ul class="list-node" id="7mm8h51iw"><li>Deposit base grew 3x&nbsp;</li></ul><ul class="list-node" id="ytxegab0m"><li>1 million+ monthly active UPI users&nbsp;</li></ul><ul class="list-node" id="2n9qi02cs"><li>Significant year-on-year revenue uplift&nbsp;</li></ul>The unified stack accelerated both acquisition and engagement while reducing costs.&nbsp;&nbsp;<h2 class="heading-node" id="0duyunv1y" style="text-align: left">Integration with Digital &amp; Assisted Channels</h2>M2P enabled native integration across the bank’s digital ecosystem:&nbsp;<ul class="list-node" id="j3rbw7au5"><li>Digital Savings Accounts with instant onboarding&nbsp;</li></ul><ul class="list-node" id="5vzswxemg"><li>UPI handle creation &amp; management&nbsp;</li></ul><ul class="list-node" id="cwqq6xvbb"><li>Real-time account management, bill payments, and transfers&nbsp;</li></ul><ul class="list-node" id="brges9022"><li>Assisted channel enablement (AEPS, DMT) through rich APIs&nbsp;</li></ul><ul class="list-node" id="xiswpdxr6"><li>Merchant acquiring using M2P’s payments rails&nbsp;</li></ul>This allowed the bank to deliver a truly unified customer experience across all channels.&nbsp;&nbsp;<h2 class="heading-node" id="iyvgovh4r" style="text-align: left">Enhanced Capabilities for Sweep Accounts &amp; DBT&nbsp;</h2><h3 class="heading-node" id="hp2617j4g" style="text-align: left">Sweep Account Enablement&nbsp;</h3><ul class="list-node" id="tqdz918si"><li>Automated sweep-out workflows&nbsp;</li></ul><ul class="list-node" id="o616hi67d"><li>Consent capture &amp; management&nbsp;</li></ul><ul class="list-node" id="knpocjyh8"><li>Posting, reconciliation, and reporting out-of-the-box&nbsp;</li></ul><ul class="list-node" id="4kusd4s6f"><li>Fully compliant with Payment Bank guidelines&nbsp;</li></ul><h3 class="heading-node" id="zqv7ius2j" style="text-align: left">DBT Enablement&nbsp;</h3><ul class="list-node" id="y3fvw4j5r"><li>Real-time processing via PFMS ↔ NPCI&nbsp;</li></ul><ul class="list-node" id="20n4n285n"><li>Aadhaar-enabled crediting and withdrawals&nbsp;</li></ul><ul class="list-node" id="e485w3juz"><li>Scalable assisted channel operations&nbsp;</li></ul><ul class="list-node" id="54t88vmsf"><li>Faster SLA adherence through integrated workflows</li></ul><h4 class="heading-node" id="55p2z5vf9" style="text-align: left">Client Testimonial&nbsp;</h4>“M2P’s comprehensive banking stack has been the backbone of our transformation journey. Migrating over 2.5 million accounts in under 90 days while launching new digital services was remarkable. The Turing Core has enabled real-time capabilities, seamless scalability, and rapid innovation across our programs.”&nbsp; — CIO, Leading Indian Digital Bank&nbsp;&nbsp;<h2 class="heading-node" id="2slbrnczk" style="text-align: left">Takeaways</h2>By adopting M2P’s Turing Core Banking Platform, the bank transitioned into a digitally agile, compliant, and scalable financial institution. Its transformation stands as a model for modern banks that aim to:&nbsp;<ul class="list-node" id="7vrjuktmt"><li>Scale rapidly&nbsp;</li></ul><ul class="list-node" id="11mhe1a9z"><li>Reduce vendor complexity&nbsp;</li></ul><ul class="list-node" id="zl2vxmlua"><li>Embrace digital-first services&nbsp;</li></ul><ul class="list-node" id="0g1im5433"><li>Launch products faster&nbsp;</li></ul><ul class="list-node" id="zm0pu5viu"><li>Strengthen compliance &amp; real-time operations&nbsp;</li></ul>For banks seeking a future-proof core, <a class="link" href="https://m2pfintech.com/turing-core-banking/?utm_source=blog&amp;utm_medium=cta&amp;utm_campaign=cstdy" target="">M2P’s Turing platform</a> offers unmatched depth, speed, and flexibility—making it the clear choice for next-generation banking.

Core Banking Transformation: How a Leading Indian Digital Bank Scaled Faster with M2P’s Turing Platform

The New Frontier of Fraud: How AI is Powering Scams at Scale and How to Fight Back

Why Turing CBS is Best Suited for Indian Co-Operative Banks

<img src="https://m2p-website-file.s3.ap-south-1.amazonaws.com/marketing-cms/m2p-blog/2026/01/sustainable-fintech-green-finance_main_banner_2000x1000-copy.webp" alt="AI + APIs: The Future of Sustainable Finance &amp; ESG Innovation" title="" id="a42l3bvae" width="100%" height="253">Global sustainable finance is projected to surpass $22 trillion by 2031, and the financial sector gets to grip with fragmented ESG data, inconsistent metrics, and the challenge of embedding sustainability logic into day-to-day decisioning.&nbsp;The movement toward sustainable finance has been decades in the making. Today, APIs at the core of this transformation, acting as digital connectors that seamlessly link legacy infrastructures with advanced ESG tools. This integration unlocks real-time insights and powers innovative solutions, driving sustainable finance forward.&nbsp;This blog explores the evolution of sustainable finance, the rise of fintech in this space, and how APIs, amplified by AI, are fueling the next era of ESG innovation.&nbsp;&nbsp;<h2 class="heading-node" id="i88ahdxrd" style="text-align: left">Sustainable Finance&nbsp;</h2>Sustainable finance has come a long way since its early roots in the late 20th century. What began as niche ethical investing has evolved into a mainstream strategy integrating ESG criteria into global capital allocation. By the early 2000s, frameworks like the United Nations Principles for Responsible Investment (UNPRI) formalized this approach, debunking myths that sustainability compromises return. Instead, studies showed that ESG-focused investments often outperform traditional ones by mitigating risks like regulatory fines or reputational damage.&nbsp;Today, sustainable finance encompasses everything from green bonds funding renewable energy projects to impact investing aimed at social equity. The momentum is driven by regulatory pressures, such as the EU's Sustainable Finance Disclosure Regulation (SFDR) and the U.S. SEC's climate risk disclosures, alongside investor demand. Millennials and Gen Z, who will inherit trillions in wealth, prioritize values-aligned portfolios, pushing asset managers to adapt. However, the sector's digital maturity lags, with many institutions still reliant on siloed, legacy systems unable to handle dynamic ESG data.&nbsp;<h2 class="heading-node" id="qzvrr3be0" style="text-align: left">Introducing Sustainable Fintech&nbsp;</h2>Sustainable fintech bridges this gap by leveraging technology to make finance more inclusive, efficient, and eco-conscious. It uses digital tools to address ESG challenges, from promoting financial access in underserved communities to funding low-carbon initiatives. Unlike traditional finance, fintech operates with agility, deploying apps, platforms, and algorithms that democratize sustainable options.&nbsp;For instance, platforms like Aspiration or TreeCard allow users to offset carbon emissions with every purchase, turning routine spending into environmental action. Green finance, a subset, focuses on directing capital toward climate-positive projects, such as solar farms or biodiversity conservation. Together, they create a virtuous cycle: fintech innovates the tools, while green finance scales the impact.&nbsp;The 2010s marked fintech’s explosive growth, introducing technologies that transformed how financial services operate:&nbsp;<ul class="list-node" id="60qkqdweq"><li>Blockchain for transparent transactions – Providing tamper-proof ledgers, blockchain enabled secure, verifiable transactions, improving trust and traceability, which is especially critical for ESG reporting and green finance.&nbsp;</li><li>AI for personalized advice – Machine learning and intelligent algorithms allowed platforms to deliver tailored financial guidance, optimize investment portfolios, and even recommend ESG-aligned opportunities based on individual preferences.&nbsp;</li><li>Data analytics for risk assessment – Advanced analytics turned vast streams of financial and non-financial data into actionable insights, helping institutions measure environmental, social, and governance risks, and make informed lending and investment decisions. &nbsp;</li></ul>These technologies enhance ESG integration, making it easier to track metrics like carbon footprints or social impact scores.&nbsp;&nbsp;<h2 class="heading-node" id="qpjo7mkcz" style="text-align: left">APIs – The Engine Behind ESG Innovation&nbsp;</h2>APIs act as the critical bridge connecting legacy banking cores with external ESG data sources, AI-driven analytics, and the 3rd party sustainability platforms, all without requiring costly overhauls.&nbsp;<h3 class="heading-node" id="borj4hjog" style="text-align: left">Why are APIs Essential?&nbsp;&nbsp;</h3><ol class="list-node" id="evo6i87sq"><li>Facilitates Real-Time Data Interoperability&nbsp;</li></ol>ESG information is inherently scattered across diverse sources such as satellite imagery, regulatory databases, corporate sustainability reports, and real-time monitoring platforms. APIs aggregate and harmonize this data into structured and usable formats, eliminating manual data entry and reducing errors. For example, carbon tracking APIs can instantly pull emission data from global monitoring networks, allowing banks to assess the environmental footprint of transactions in real time.&nbsp;<ol class="list-node" id="4g9xqbcej" start="2"><li>APIs Enable Automation</li></ol>They embed sustainability logic directly into their core operations. Whether its scoring loans based on environmental, social, and governance (ESG) criteria, automating ESG compliance checks, or rebalancing investment portfolios for sustainability, APIs streamline these processes. Their modular design ensures that systems remain flexible and resilient, capable of adapting to new regulations or evolving sustainability standards without major disruptions.&nbsp;<ol class="list-node" id="p87ga7yq7" start="3"><li>APIs Drive Scalability</li></ol>By standardizing access to ESG data and services, APIs foster an open ecosystem where startups and established players alike can innovate rapidly. This accelerates the deployment of green financial products, such as ESG-linked bonds, climate-resilient insurance, and sustainable investment platforms. Startups can build on existing infrastructure, leveraging APIs to create tailored solutions that meet the unique needs of different market segments. This democratization of access fuels competition drives costs and broadens the reach of sustainable finance.&nbsp;<ol class="list-node" id="1tmaejzin" start="4"><li>Enhances Transparency and Trust&nbsp;</li></ol>APIs also play a vital role in increasing transparency. By providing auditable trails of data flows and decision logic, they help build trust among stakeholders including the investors, regulators, and customers. This transparency is crucial for verifying ESG claims and ensuring that sustainability initiatives are both credible and impactful.&nbsp;<h2 class="heading-node" id="8nnme8hkz" style="text-align: left">Real-World API Use Cases in Sustainable Fintech&nbsp;</h2><ul class="list-node" id="k6fgfegin"><li>Climate-Integrated Credit &amp; Risk Models - Fintech APIs unlock real-time environmental data for sustainability-driven lending and insurance decisions. As underwriting platforms embrace AI, these APIs add adaptive, climate-aware logic, delivering autonomous or human-in-the-loop decisions. This leads to EVs qualifying for lower premiums, and businesses with superior carbon profiles access preferential loan terms.&nbsp;</li><li>Dynamic ESG Investment Intelligence - For both institutional decisions and client portfolios, ESG APIs evolve beyond annual reports to live feeds from emissions sensors, satellite data, and news sentiment. This richer, verified data layer powers investment platforms with actionable insights, enabling truly conscious capital allocation.&nbsp;</li><li>Next-Gen Green Instruments - From tokenized carbon credits to fractional green bonds, APIs manage innovative financial products seamlessly, layering them onto existing banking rails without core system overhauls. This allows issuers and intermediaries to add new products without replacing old systems, instead connecting them through API gateways, marketplaces, and embedded finance partners.&nbsp;&nbsp;&nbsp;</li></ul><h2 class="heading-node" id="km6yc7mxw" style="text-align: left">Amplifying ESG Impact with AI and APIs&nbsp;</h2>As sustainable finance scales, having vast ESG datasets is not enough, financial institutions need intelligent tools to interpret, act on, and anticipate sustainability risks and opportunities. This is where AI, powered by API-connected data, comes into play, transforming raw information into predictive insights and actionable strategies.&nbsp;<ul class="list-node" id="w07lax3a2"><li>Advanced ML Algorithms - Forecast environmental exposures, quantify asset-level carbon footprints, and run scenario simulations for portfolio optimization. APIs deliver the structured, live data streams AI craves, shifting from backward-looking reports to forward-thinking automation.&nbsp;</li><li>Forward-Looking ESG Intelligence - AI leverages API streams to anticipate risks, from supplier emissions spikes to policy changes. Financial institutions model climate events like regional droughts, recalibrating lending and investment strategies ahead of impact.&nbsp;</li><li>Proactive Regulatory Adaptation - Intelligent systems scan API-connected global regulation feeds, auto-adjusting compliance rules in real time. This maintains alignment without manual intervention as green finance standards evolve.&nbsp;</li><li>Tailored Sustainable Journeys - AI sifts API-enriched customer profiles to craft personalized green offerings, curated ESG portfolios matching values, or bespoke carbon reduction plans. Apps powered by this tech nudge users toward lower-impact choices, driving adoption.&nbsp;</li></ul><h2 class="heading-node" id="4bmmk9clo" style="text-align: left">Emerging Trends Shaping the Future of ESG Innovation&nbsp;</h2>The future of sustainable finance will be defined by technologies that enhance ESG integration, enabling faster, more transparent, and data-driven decision-making. Beyond APIs and AI, emerging tools are enabling real-time ESG tracking, transparent reporting, and innovative green financial products that scale across markets:&nbsp;<ul class="list-node" id="kg1qzz3fz"><li>Blockchain for Carbon Credits: Blockchain (Distributed Ledger Technology, or DLT) provides an immutable ledger to track the issuance, ownership, and retirement of carbon credits, preventing double-counting. APIs link this verifiable, on-chain data back to the financial institution's system, allowing AI to automatically approve the transfer of credits and calculate net-zero progress with absolute transparency.&nbsp;</li></ul><ul class="list-node" id="f798djr1r"><li>IoT for Real-Time Emissions Tracking: Internet of Things (IoT) sensors embedded in factories, vehicles, and supply chains provide granular, real-time emissions data. When integrated via APIs into ESG platforms, this data enables accurate carbon accounting and predictive risk modeling.&nbsp;</li></ul><ul class="list-node" id="7vq8obd3j"><li>Other Innovations: For verifying physical impact (like a green bond funding a reforestation or solar project), high resolution satellite imagery analyzed with computer vision models can reliably identify solar installations. For example, researchers using satellite imagery achieved detection accuracy of about 97.8% for solar arrays in a test region, illustrating how automated verification can bolster confidence in reported environmental outcomes.&nbsp;</li></ul><h2 class="heading-node" id="xl5fxdbf0" style="text-align: left">Embracing the Green Fintech Revolution&nbsp;</h2>Looking forward, the fusion of AI, climate analytics, and fintech infrastructure heralds a new era of intelligent sustainability. By 2030, machine learning will deliver precise, predictive ESG capabilities, anticipating climate risks, detecting greenwashing through unstructured data analysis, and optimizing portfolios for maximum impact with minimal trade-offs.&nbsp;&nbsp;APIs serve as the essential connectivity layer for ESG transformation, powering seamless data orchestration, instant insights, and effortless compliance. Financial institutions building API-centric platforms and AI-powered ESG intelligence now will dominate tomorrow's green finance landscape, where capital actively accelerates climate solutions and responsible growth.&nbsp;Follow us on&nbsp;<a class="link fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" href="https://www.linkedin.com/company/m2pfintech/mycompany/" target="_blank" rel="noreferrer noopener">LinkedIn</a>&nbsp;and&nbsp;<a class="link fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" href="https://twitter.com/m2pfintech" target="_blank" rel="noreferrer noopener">Twitter</a>&nbsp;for insightful fintech bytes curated for curious minds like you.Reference links:&nbsp;https://www.alliedmarketresearch.com/sustainable-finance-market-A19436&nbsp;High resolution satellite imagery for residential PV system detection – pv magazine International&nbsp;https://www.tntra.io/blog/sustainable-finance-how-fintech-solutions-driving-green-initiatives/&nbsp;https://www.bobsguide.com/green-fintech-powering-sustainable-finance-and-climate-risk-management/&nbsp;https://www.imgglobalinfotech.com/blog/rise-of-green-fintech&nbsp;https://thedatascientist.com/how-fintech-apis-enable-esg-integration-green-finance/

Green Finance Revolution: How APIs and AI Power ESG in Fintech

<img src="https://m2p-website-file.s3.ap-south-1.amazonaws.com/m2p-website-file/marketing-cms/m2p-blog/2025/04/AI-Enabled-Personalized-Banking-2025-02.webp" alt="Artificial Intelligence in Personalized Banking" title="" width="100%" height="253">A few years ago, personalization in banking was more informal and largely based on human relationships, trust, and individual's banking history. The bank employees and managers personally knew their customers and tailored services based on their relationship with the bank. For instance, a long-term account holder, a senior citizen, or business owners/HNIs had privileges such as easier access to loans, priority in transaction processing, special interest rates on deposits/loans, and more.Today, personalization in banking is no longer a privilege but a norm. Consumers look for banking experiences that perfectly align with their unique needs and preferences. With the rise of fintechs and the adoption of AI, banks can now not only deliver hyper-personalized services but also do it at scale with far greater efficiency.&nbsp;<h2 class="heading-node" id="k6ytubd2r" style="text-align: justify">What is personalized banking?</h2>Personalized banking refers to focusing on tailoring banking experiences and products to meet the unique needs and preferences of individual customers. In this approach, banks leverage digital banking platforms that use advanced technologies, such as artificial intelligence (AI) and machine learning, to provide customized financial solutions.&nbsp;&nbsp;By tailoring products and services to individual preferences, banks not only enhance customer satisfaction but also strengthen loyalty and deepen relationships. This shift toward hyper-personalized financial services is shaping a more dynamic, responsive, and customer-focused banking industry.<h2 class="heading-node" id="iabswxftf" style="text-align: justify">How is AI enabling personalized banking?</h2>AI-driven insights on customer interactions and spending patterns empower the banking sector, including retail, commercial, and investment banking, to offer engagement that closely mimics human intelligence and interaction. In short, AI has become the bank employee/manager, who deeply understands the customer’s relationship with the bank.&nbsp;From AI-powered chatbots providing 24/7 assistance to predictive models anticipating financial needs, here is how AI is transforming customer interactions and redefining the banking experience.<ol class="list-node" id="8hsrgc3fk"><li>Comprehensive customer insights</li></ol>AI systems analyze extensive data, including spending habits and credit consumption, to create detailed customer profiles. These insights enable banks to anticipate customer needs and offer proactive solutions. For example, AI can identify when a customer might benefit from a savings plan or suggest a loan precisely when it's needed.&nbsp;<ol class="list-node" id="tkwqdjddo" start="2"><li>Customized financial guidance</li></ol>AI-powered robo-advisors provide tailored investment and savings strategies by assessing factors like income, expenses, and financial goals. Whether it’s guiding a young professional saving for their first home or assisting a retiree planning for estate management, these tools ensure personalized and relevant advice.&nbsp;<ol class="list-node" id="xgrtnlbtn" start="3"><li>Tailored product offerings</li></ol>AI enables banks to align products such as loans, credit cards, and insurance policies with individual customer requirements. By analyzing real-time data, banks can recommend the most suitable products at the right time, enhancing customer satisfaction and driving higher conversion rates.&nbsp;<ol class="list-node" id="luo3udso0" start="4"><li>Real-time customer engagement</li></ol>AI-driven chatbots and virtual assistants redefine customer service by offering instant, personalized support. They address customer queries, recommend financial products, and provide timely reminders, alerts, and tips. These tools foster deeper engagement by ensuring customers feel valued and supported throughout their financial journey.&nbsp;<ol class="list-node" id="19uz9plru" start="5"><li>Enhanced fraud detection and security</li></ol>AI not only strengthens security but also integrates personalization into fraud prevention. By detecting anomalies in customer behavior, AI can identify suspicious activities and provide tailored security recommendations. This approach builds trust and ensures customers feel safe in their banking experience.<h2 class="heading-node" id="mm4tck3hj" style="text-align: justify">AI use cases in personalized banking</h2>The potential of AI in personalized banking is immense. The below use cases not only drive retention and reduce churn rates but also boost customer value, making AI a vital strategy for businesses seeking long-term success.<h3 class="heading-node" id="1vj7vqvhw" style="text-align: justify">Product recommendations&nbsp;</h3>Analyzing the individual’s financial data, such as transaction history, income, expenses, savings, and investment patterns, banks can create highly personalized promotional offers that reflect a customer’s profile and interactions.&nbsp;For instance, an individual who frequently travels may receive special offers for flight bookings, travel insurance, foreign exchange services, etc. In contrast, a young professional with a strong saving history could be recommended investment options tailored to first-time investors or promotional savings accounts featuring offers/incentives for purchasing new gadgets, software, or other tech-related items.&nbsp;&nbsp;<h3 class="heading-node" id="kn99gldmy" style="text-align: justify">Personalized loan and credit offers&nbsp;</h3>Banks and lending institutions can tailor credit products based on an individual's cash flow, credit history, and purchase behavior. This allows timely, context-specific lending solutions with better approval rates and customer satisfaction.&nbsp;For example, a small business owner with recurring monthly deposits and regular GST filings may be offered a pre-approved working capital loan right before their peak sales season. On the other hand, a salaried millennial with consistent rideshare expenses might receive an offer for a two-wheeler loan with flexible EMIs and instant disbursement.&nbsp;<h3 class="heading-node" id="3nllmp3av" style="text-align: justify">Intelligent customer onboarding&nbsp;</h3>By leveraging data-driven insights, financial institutions can personalize onboarding journeys by identifying user goals and delivering relevant content, features, and product walkthroughs. This builds trust from the first interaction and drives faster adoption.&nbsp;For instance, a first-time salary account holder might be welcomed with step-by-step onboarding for auto-debit setup, goal-based savings, and credit score tracking. Conversely, a freelancer/gig worker signing up via a partner app could receive tailored onboarding for digital wallets, low-cost insurance, and daily payout solutions, right from the first login session.&nbsp;<h3 class="heading-node" id="ehbe68nyj" style="text-align: justify">Personalized financial coaching&nbsp;</h3>AI-driven financial coaching tools analyze income, expenses, and goals to deliver personalized insights, alerts, and planning assistance, helping users improve financial health over time.&nbsp;For example, a user who regularly pays credit card bills late might receive automated reminders, interest calculators, and nudges to set payment alerts. Meanwhile, a new parent whose expenses have shifted toward childcare, and health might receive tailored budgeting advice, tax-saving tips, and investment suggestions for planning their child’s education.<h2 class="heading-node" id="2x6iygzoh" style="text-align: justify">Future of personalized banking</h2>The future of banking is driven by deeper AI integration, bringing innovations like voice-enabled banking, AR-powered financial tools, and predictive wellness platforms. As AI advances, it will redefine customer expectations, enabling banks to offer precise, meaningful, and impactful financial experiences.&nbsp;However, AI adoption comes with challenges, including algorithmic bias, data security risks, and ethical concerns. To unlock its full potential, banks must prioritize data privacy, proactively collaborate with regulators, mitigate bias, and overcome strategic barriers.<h2 class="heading-node" id="ktvy866lc" style="text-align: justify">Personalized banking: the way forward</h2>To navigate through the complex landscape and fully harness AI’s potential, banks need a robust, AI-powered personalized and automated banking workflow built for adaptability, security, and seamless innovation.&nbsp;&nbsp;M2P’s data intelligence platform is a prime example of how AI and machine learning can actively be used to deliver hyper-personalized financial solutions.<h2 class="heading-node" id="v5vxg7g6v" style="text-align: justify">Strengthen personalized banking with M2P’s Data Intelligence Platform</h2>M2P’s transactional banking data intelligence platform helps banks turn raw data into actionable insights using AI and machine learning. It focuses on three key areas: analyzing spending, activating customers, and enhancing engagement.Analyzing spending: At the core of M2P’s data platform is a proprietary AI-powered engine that analyzes billions of real-world data points, encompassing financial, demographic, and transactional information. Banks gain deep insights into customer spending behaviors, helping optimize product strategies.&nbsp;&nbsp;Activating customers: The activation module uses gamification to encourage customer engagement, reactivating dormant users and driving higher transactions.&nbsp;&nbsp;Enhancing engagement: The personalized front-end module transforms banking experiences with visually stunning and user-friendly tailored offers to your customers, driving engagement, loyalty, and revenue growth.&nbsp;Additionally, our one-of-a-kind, comprehensive module Automate Portfolio Management enables seamless brand partnership management, workflow automation, and robust data visualization ​and extraction. This ensures customers receive relevant offers through personalized campaigns.&nbsp;By leveraging AI-enabled solutions to understand customer behavior and deliver tailored experiences, M2P empowers banks to create a new era of hyper-personalized financial services.&nbsp;All in all, as AI continues to redefine banking, the ability to harness data for personalization will be a game-changer. Banks that adopt AI-powered platforms like M2P’s data intelligence platform will not only enhance customer satisfaction but also drive sustained growth in an increasingly digital-first world.&nbsp;Ready to transform your institution with hyper-personalized financial services?Write to us at <a class="link" href="mailto:business@m2pfintech.com">business@m2pfintech.com</a><a class="link fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" href="https://m2pfintech.com/newsletter/" target="_blank" rel="noreferrer noopener">Subscribe</a>&nbsp;to our newsletter and get the latest fintech news, views, and insights, directly to your inbox.Follow us on&nbsp;<a class="link fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" href="https://www.linkedin.com/company/m2pfintech/mycompany/" target="_blank" rel="noreferrer noopener">LinkedIn</a>&nbsp;and&nbsp;<a class="link fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" href="https://twitter.com/m2pfintech" target="_blank" rel="noreferrer noopener">Twitter</a>&nbsp;for insightful fintech bytes curated for curious minds like you.

Personalized Banking with AI: Transforming Customer Experience & Financial Services

<img src="https://m2p-website-file.s3.ap-south-1.amazonaws.com/m2p-website-file/marketing-cms/m2p-blog/2024/01/CBS-blog-banner.webp" alt="M2P Fintech" title="" width="100%" height="253">The significance of modern <a class="link" href="https://m2pfintech.com/blog/unlock-the-future-of-banking-with-next-gen-core-banking-solutions/">Core Banking Systems</a> (CBS) cannot be overstated. Financial Institutions (FI) are substantially investing in upgrading their historical CBS in order to make banking services more accessible, flexible, customizable, and scalable.&nbsp;Nevertheless, how can FIs ensure that the modern Core Banking System is utilized to its full potential?&nbsp;&nbsp;The FIs should assure that their teams who use core systems, viz., customer interaction and support, finance, and product development, comprehend the key concepts of CBS and its modules.&nbsp;<h1 class="heading-node" id="ovran3p4j" style="text-align: left">Modules in Core Banking System&nbsp;</h1><a class="link" href="https://m2pfintech.com/blog/core-banking-essentials-types-components-advantages/">CBS</a> is built on a network of integrated modules, each of which serves a distinct role during financial transactions. These modules work together to ensure that banking operations run smoothly, delivering efficiency, accuracy, and security.&nbsp;&nbsp;Here are the 7 modules that aid the FIs processes and facilitate day-to-day banking operations.&nbsp;&nbsp;<img src="https://m2p-website-file.s3.ap-south-1.amazonaws.com/m2p-website-file/marketing-cms/m2p-blog/2024/01/CBS-img.webp" alt="M2P Fintech" title="" width="100%" height="292"><h2 class="heading-node" id="6r5e8ywyy" style="text-align: left">1. Customer Relationship Management (CRM) Module</h2>Whenever a user opens a banking app, the CRM module greets them by name and provides personalized recommendations. The process exemplifies the essence of effective customer relationship management. Beyond just storing data, the CRM module enriches and customizes user interactions. During user logins, the CBS triggers its CRM module to present tailored experiences, such as targeted product offers, and to streamline interactions.&nbsp;<h2 class="heading-node" id="yh0nslpgw" style="text-align: left">2. Payment Processing Module</h2>The Payment Processing module in a CBS ensures precise and efficient transaction management. It handles various payments, including local and internal transactions, manages unknown payments, and interfaces with back-office forms, correspondent accounts, and currency exchange modules. It verifies transactions, calculates fees, and records all financial movements that encompass deposits, withdrawals, fund transfers, and bill payments. This crucial component guarantees streamlined FI operations.<h2 class="heading-node" id="x1qxrh9r6" style="text-align: left">3. General Ledger Module</h2>The General Ledger (GL) Module operates as a centralized repository within the enterprise system, systematically recording all financial transactions. Its primary function is to maintain all accounting entities in balance and turnover. The module consolidates these balances across several logical levels, facilitating comprehensive informational and analytical reporting for effective financial management within the corporate world.<h2 class="heading-node" id="0fsat9uw8" style="text-align: left">4. LMS and LOS Module&nbsp;</h2>Loan Management System (LMS) automates and streamlines the whole loan process, from application to repayment, including customer information, propositions, and collections. It aids FIs in maintaining regulatory compliance by providing a centralized platform for creating, delivering, and tracking compliance training modules, ensuring all employees receive the necessary training, and generating detailed reports for auditing.&nbsp;Loan Origination System (LOS), on the other hand, processes and appraises loan applications. Employing workflow technology, LOS controls, and monitors loan processing to reduce delays and inefficiencies associated with paper documents. It covers the entire loan origination process, from application submission to fund disbursal or application decline.&nbsp;Both LMS and LOS optimize the loan lifecycle, automate lending processes, and provide tailored features that seamlessly integrate with existing systems, resulting in lower costs, higher efficiency, and increased customer satisfaction.<h2 class="heading-node" id="yrgcsqaki" style="text-align: left">5. Fraud Detection Module</h2>Fraud Detection Module benefits FIs by preventing illegal or destructive activities before they occur. Utilizing data analytics, machine learning, and behavioral analysis, <a class="link" href="https://m2pfintech.com/blog/all-you-need-to-know-about-building-a-robust-fraud-and-risk-management-frm-system/">fraud detection</a> systems identify patterns of suspicious behavior to proactively safeguard against potential fraud. By integrating advanced real-time alerts, biometric authentication, and zero-trust principles, FIs can efficiently detect and mitigate fraudulent activities, thus bolstering stakeholder trust and compliance.<h2 class="heading-node" id="75ky2r0ne" style="text-align: left">6. Expense Management Module</h2>The Expense Management Module aids customers in methodically overseeing and controlling expenses, ensuring that budgets are not just created but strictly adhered to. Through systematic monitoring, the module ensures optimal utilization of financial resources for smarter financial decisions. It further optimizes reimbursement processes, reduces errors, and contributes to overall improvement.<h2 class="heading-node" id="o1r1nzx4h" style="text-align: left">7. Tax Module</h2>The Tax Module maintains financial integrity and manages taxes with automated precision, from income to corporate. This eases tax-related responsibilities for FIs and their customers. Integrating the tax module enhances efficiency in handling tax obligations, contributing to smarter, simpler, and more secure modern banking practices.&nbsp;All the core banking modules discussed above operate seamlessly behind the scenes to ensure a smooth and secure banking experience. As FIs invest in upgrading their legacy systems, the integration of these modules not only streamlines transactions but also enhances customer experiences, fortifies security measures, and drives operational excellence.&nbsp;Want to know more about Core Banking Systems?&nbsp;&nbsp;Write to us at <a class="link" href="mailto:business@m2pfintech.com">business@m2pfintech.com</a>. We’ll reach out to you as soon as possible.&nbsp;&nbsp;<a class="link fui-Link ___1qmgydl f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq" href="https://m2pfintech.com/newsletter/" target="_blank" rel="noreferrer noopener">Subscribe</a>&nbsp;to our newsletter and get the latest fintech news, views, and insights, directly to your inbox.Follow us on&nbsp;<a class="link fui-Link ___1qmgydl f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq" href="https://www.linkedin.com/company/m2pfintech/mycompany/" target="_blank" rel="noreferrer noopener">LinkedIn</a>&nbsp;and&nbsp;<a class="link fui-Link ___1qmgydl f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq" href="https://twitter.com/m2pfintech" target="_blank" rel="noreferrer noopener">Twitter</a>&nbsp;for insightful fintech bytes curated for curious minds like you.

7 Core Banking Modules Every Banker Needs to Know

<img src="https://m2p-website-file.s3.ap-south-1.amazonaws.com/m2p-website-file/marketing-cms/m2p-blog/2024/01/Core-Banking-Solution-Blog_Main_Banner_2000X1000-copy-5.webp" alt="M2P Fintech" title="" width="100%" height="531">Core Banking Solution (CBS) promises a transformative leap for banks. It ensures banking functions are fully digital and compliant with modern banking standards.<h2 class="heading-node" id="py35089h3" style="text-align: justify">Challenges in CBS Implementation</h2>While <a class="link" href="https://m2pfintech.com/blog/core-banking-essentials-types-components-advantages/" rel="sponsored">modern core banking</a> marked the dawn of a new era in banking excellence, the implementation and integration processes come with their own set of challenges (discussed below).<h3 class="heading-node" id="59v881zh1" style="text-align: justify">Migrating from Legacy Systems</h3>Transitioning from<a class="link" href="https://m2pfintech.com/blog/future-of-core-banking-systems/"> legacy to modern core banking platforms</a> is a complex task. The process of transferring customer data, transaction history, and other data without disruption requires meticulous planning and flawless execution. Risk factors such as data loss, system downtime, and inconsistent mapping of data during migration need to be dealt with carefully.<h3 class="heading-node" id="62ufw9315" style="text-align: justify">Optimizing Tech Infrastructure</h3>Optimizing hardware and software resources is crucial for operational efficiency. If tech infrastructure is not managed effectively, it impacts scalability, security, reliability, and business continuity. Addressing these concerns requires investment in the right technology and resources.<h3 class="heading-node" id="ihfdpg709" style="text-align: justify">Regulatory Compliance</h3>To stay compliant, banks need to adhere to central bank regulations on transaction security, data security, and privacy, among others. Core banking systems must have integrated compliance features that can adapt to evolving standards and regulations for robust security and fraud detection.<h3 class="heading-node" id="lwlxlhbvo" style="text-align: justify">Technological Integration</h3>Tech integration involves connecting various components, modules, and external systems with the banking infrastructure. Different technologies, platforms, and data formats can make smooth communication difficult.&nbsp;The right tech expertise is required to ensure seamless cooperation, efficiency, and a user-friendly experience.<h3 class="heading-node" id="34snkfg2o" style="text-align: justify">Training &amp; Change Management</h3>Educating staff and customers about new technology, processes, and features plays an important role in successful <a class="link" href="https://m2pfintech.com/blog/unlock-the-future-of-banking-with-next-gen-core-banking-solutions/">next-gen CBS deployment.</a> Effective employee training and transition management are imperative for operational efficiency and customer satisfaction.<h3 class="heading-node" id="9zfbsfbc9" style="text-align: justify">Cost &amp; ROI</h3>Managing upfront expenses, ongoing costs (maintenance and training), and, most importantly, quantifying intangible gains such as improved efficiency and customer satisfaction are huge challenges. Banks require precise cost analysis, accurate ROI projections, and a clear grasp of how the core banking solution drives long-term business growth and profitability, to tackle these issues.For this, banks must partner with the right core banking solution provider.<h2 class="heading-node" id="a1wchoaku" style="text-align: justify">How to Choose the Right Core Banking Solution Provider?</h2>Look for the following features and functionalities while choosing a core banking solution provider.<h3 class="heading-node" id="qaqzfwrbx" style="text-align: justify">Real-time Transaction Processing &amp; Data Availability</h3>Ensure your core banking solution provider supports real-time transaction processing for the swift execution of services such as deposits, withdrawals, transfers, and payments. Real-time processing not only elevates customer experience but also enables timely decision-making for both customers and bank staff.<h3 class="heading-node" id="wtfl7ujxv" style="text-align: justify">Multi-channel Integration (Net Banking, Mobile banking, ATM)</h3>Modern core banking solutions must offer multi-channel integration, which allows customers to access banking services through various platforms such as online banking, mobile apps, ATMs, and more. The feature provides customers with the flexibility to choose their preferred channels for transactions, inquiries, and interactions, thus enhancing convenience and accessibility.<h3 class="heading-node" id="j52lny9xm" style="text-align: justify">Cross-functional Capabilities (Accounting, CRM, Risk Management)</h3>Cross-functional capabilities go beyond basic account management. It integrates various modules that include accounting, customer relationship management (CRM), and risk management into the core banking system. Integration enables banks to streamline operations, maintain accurate financial records, provide personalized customer experiences, and manage risks associated with financial transactions.<h3 class="heading-node" id="mgjtiv2ry" style="text-align: justify">Customization and Scalability</h3>Customization functionalities in CBS empower banks to tailor systems to specific needs and workflows. Core banking solutions should be scalable, considering the bank's growth and increasing transaction volumes, without compromising performance.<h3 class="heading-node" id="ifzyvjbg5" style="text-align: justify">Data Security &amp; Privacy</h3>Data security and privacy are the most critical aspects of core banking. Ensure your CBS is equipped with robust security features that include encryption, access controls, authentication mechanisms, and compliance with industry regulations. They protect sensitive customer data and ensure privacy which is indispensable to build trust and maintain the integrity of the banking system.Modernizing core banking systems with the right solution provider is key for banks to unlock success in the digital era. Partner with <a class="link" href="https://m2pfintech.com/turing-core-banking/">Turing Core Banking Solution from M2P</a> to roll out customer-centric banking services in the most efficient way.<h2 class="heading-node" id="9g488iasb" style="text-align: justify">Turing Core Banking Solution</h2>Turing is a cutting-edge Core Banking Solution that deploys a state-of-the-art tech stack and micro-services architecture with licensed and open-source platform compatibility. Its low code development capability and API-first, cloud-agnostic approach positions Turing as a modern, future-ready core banking solution.Banks can launch new products with minimum effort by leveraging pre-built modules and components, allowing them to stay ahead of the competition.<h3 class="heading-node" id="vxr2c948m" style="text-align: justify">Why Turing?</h3><ol class="list-node" id="pe1kd0x8t"><li>Speed of innovation (using AI and ML)</li><li>Flexibility (low code capabilities)</li><li>Agility (hyper-personalized products)</li><li>Open-source Platform Compatibility</li><li>Faster Go-To-Market Product</li><li>Highly intuitive CRM module</li><li>Pre-integrated with Fraud Risk Management (FRM) engine</li></ol>Want to know more about implementing the Turing Core Banking Solution?<a class="link" href="https://m2pfintech.com/contact-us/">Get in touch</a> with our experts today.&nbsp;<a class="link fui-Link ___1qmgydl f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq" href="https://m2pfintech.com/newsletter/" target="_blank" rel="noreferrer noopener">Subscribe</a>&nbsp;to our newsletter and get the latest fintech news, views, and insights, directly to your inbox.Follow us on&nbsp;<a class="link fui-Link ___1qmgydl f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq" href="https://www.linkedin.com/company/m2pfintech/mycompany/" target="_blank" rel="noreferrer noopener">LinkedIn</a>&nbsp;and&nbsp;<a class="link fui-Link ___1qmgydl f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq" href="https://twitter.com/m2pfintech" target="_blank" rel="noreferrer noopener">X</a> for insightful fintech bytes curated for curious minds like you.

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