Strategies for India’s Financial
Services Sector
The Indian financial sector is undergoing a historic
transformation driven by proactive risk management and advanced technological
integration. Moving toward the "Viksit Bharat 2047" goals,
institutions are adopting the Expected Credit Loss (ECL) framework and
Scale-Based Regulations to ensure systemic stability. Innovations like the
Unified Lending Interface (ULI) and "MuleHunter.ai" are
revolutionizing rural credit and digital security. Meanwhile, a shift toward
"granular" retail deposits and diversified liability structures is
strengthening balance sheets against market volatility. This strategic
blueprint prioritizes "discipline over velocity" to foster a
resilient and inclusive financial ecosystem.
Based on the comprehensive reports from the Reserve Bank of
India (RBI) and the provided 2026 strategic blueprint, the following strategies
Could be adopted by various financial institutions:
Commercial Banks (SCBs)
The Transition to the Expected Credit Loss (ECL) Framework
The move to the ECL framework by April 1, 2026, marks the
most significant accounting shift in Indian banking history. Currently, banks
use the "incurred loss" model, where they provide for a loan only
after a default occurs. The ECL model is proactive, requiring banks to estimate
potential losses from the moment a loan is sanctioned.
- The
Probability of Default (PD): Banks must now calculate the mathematical likelihood of
a borrower defaulting over a 12-month horizon and the entire lifetime of
the loan.
- The
Three-Stage Model: Assets will be categorized into Stage 1 (Performing), Stage 2
(Significant Increase in Credit Risk), and Stage 3 (Non-performing). This
requires sophisticated data modelling to catch "early warning
signals" before a default happens.
- Capital
Impact: This
strategy creates a "fortress balance sheet," as banks will hold
higher provisions during economic upswings to cushion against inevitable
downturns.
Structural Liquidity Management and Retail Deposit
Mobilization
A critical challenge in 2026 is the widening
"Credit-Deposit Gap." With credit growing at 14–16% and deposits
lagging at 12–13%, the system faces a structural liquidity squeeze.
- Abandoning
Bulk Funding:
Banks are moving away from volatile "hot money" (large,
short-term corporate deposits) which can be withdrawn at the first sign of
interest rate changes.
- The
"Granular" Strategy: The focus has shifted to small-ticket retail deposits
from households. This involves hyper-local marketing and "Bank on
Wheels" initiatives to reach the unbanked.
- CASA
Optimization:
By focusing on Current Account and Savings Account (CASA) ratios, banks
aim to lower their cost of funds, ensuring they have a stable, low-cost
pool of capital to lend to productive sectors of the economy.
"MuleHunter.ai" and the War on Cyber-Fraud
As digital transactions explode, "mule
accounts"—legitimate accounts used by criminals to launder stolen
money—have become a systemic threat.
- Real-Time
Identification:
Unlike traditional batch-processing audits, MuleHunter.ai uses machine
learning to analyse transaction patterns in milliseconds. It flags
accounts that show sudden high-volume activity inconsistent with the
user's history.
- Inter-Bank
Cooperation:
The platform allows for a "unified freeze" protocol. If a mule
account is detected at Bank A, the information is instantly shared across
the network to prevent the funds from being moved to Bank B or withdrawn
via an ATM.
- The
15-Minute Window: The goal is to reduce the response time for fraud detection to
under 15 minutes, significantly increasing the chances of recovering
siphoned funds.
"Phygital" Rationalization: The Rise of Digital
Banking Units (DBUs)
The traditional bank branch and the standalone ATM are being
reimagined. With UPI handling the majority of small-value cash transactions,
the need for a massive ATM network is diminishing.
- From
Transactions to Advisory: New physical outlets are being converted into DBUs.
These are specialized hubs where customers use self-service kiosks for
basic tasks but have access to human experts for complex products like
home loans, insurance, and retirement planning.
- Rural
Connectivity:
In semi-urban and rural districts, DBUs serve as centres for financial
literacy, helping transition the "cash-heavy" rural economy into
the formal digital financial system.
Unified Lending Interface (ULI): Revolutionizing Rural Credit
The Unified Lending Interface is to credit what UPI was to
payments. It is a "frictionless credit" platform designed to solve
the problem of information asymmetry in rural India.
- Plug-and-Play
Architecture:
ULI allows banks to connect directly to various state and central data
silos. Instead of asking a farmer for physical land records or tax
receipts, the bank’s API pulls verified digital data instantly.
- Reducing
Appraisal Time:
Historically, rural credit appraisal could take weeks and multiple site
visits. ULI enables "instant appraisal," allowing a bank to
offer a loan at the point of need (e.g., at a fertilizer shop or tractor
dealership).
- Democratizing
Credit: By
lowering the operational cost of processing small loans, ULI makes it
profitable for banks to serve small and marginal farmers who were
previously ignored by the formal banking system.
Non-Banking Financial Companies (NBFCs): The Era of
Governance Maturity
The strategic evolution for Non-Banking Financial
Companies (NBFCs) and Housing Finance Companies (HFCs) in 2026 is
defined by a transition from "shadow banking" to a model of
institutional maturity and technological precision. As regulatory arbitrage
vanishes, these entities are adopting bank-grade discipline while maintaining
their characteristic agility.
NBFCs are no longer secondary players; they are now regulated
under the Scale-Based Regulation (SBR) framework, which categorizes them
by size and systemic importance to ensure they do not become a source of
contagion for the broader economy.
Regulatory Compliance: The "Bank-Plus" Standard
The SBR framework has effectively ended the era of loose
regulation for large shadow lenders.
- The
9% CET1 Mandate:
Upper-layer NBFCs (NBFC-UL) are now required to maintain a Common
Equity Tier 1 (CET1) capital of at least 9%, aligning them with the
safety standards of Scheduled Commercial Banks.
- Professionalizing
the Board:
Strategy involves a structural shift from "Founder-led" models
to "Professional boards". This includes mandatory independent
directors heading specialized Risk, IT, and Audit committees to meet
bank-grade standards5.
- Mandatory
Listing: Any
NBFC-UL not already public must finalize an IPO roadmap by 2026. This
ensures market discipline through quarterly public disclosures of their
"Top 20 exposures" and sector-specific concentrations.
Liability Diversification: Breaking Bank Dependence
A central theme of the 2025 Financial Stability Report was
the dangerous reliance of NBFCs on bank funding, which currently exceeds 50% of
their total liabilities.
- Reducing
"CP" Volatility: NBFCs are moving away from short-term Commercial Papers
(CPs), which are "flighty" and prone to liquidity crunches.
- Retail
and Global Tapping: The 2026 strategy involves issuing long-term Retail NCDs
(Non-Convertible Debentures) to diversify the investor base. Furthermore,
entities are tapping the External Commercial Borrowing (ECB) route to
access global ESG funds that offer lower interest rates than domestic
markets.
- The
HQLA Buffer: To
survive a potential "run on the fund," NBFCs must now maintain a
stockpile of High-Quality Liquid Assets (Cash and Government
Securities) sufficient to cover 30 days of net cash outflows.
Selective Growth: Quality Over Velocity
With the retail loan book expected to cross ₹40 trillion in
2026, NBFCs are pivoting from "growth at any cost" to
"risk-calibrated expansion".
- De-risking
Unsecured Portfolios: Following RBI warnings on retail over-leverage, NBFCs are
tightening credit filters for small-ticket personal loans and microfinance
segments.
- Productive
Asset Focus:
Strategic alignment is shifting toward the Government’s "Viksit
Bharat 2047" goals. This includes financing infrastructure such
as EV charging grids, renewable energy clusters, and e-commerce
warehousing, which carry lower risk weights.
Co-Lending 2.0: API-Driven Synergy
The partnership between banks (capital providers) and NBFCs
(last-mile originators) is moving into an automated "Auto-Mode".
- 100%
API Automation:
Moving away from manual, case-by-case approvals to a fully integrated
digital ledger.
- The
80:20 Model: In
this model, the bank provides 80% of the capital while the NBFC retains
20% of the risk. Seamless API integration allows for instant risk-sharing
and rewards at the exact moment a loan is originated at the merchant
point.
Housing Finance Companies (HFCs): Penetration and Protection
HFCs are pivoting away from saturated urban markets toward
the "Affordable Frontier" while adopting advanced technology to
secure their assets.
Affordable Housing Focus: Targeting the "Missing
Middle"
With urban metro markets reaching saturation, HFCs are
doubling down on Tier-II and Tier-III cities.
- PMAY-U
2.0 Integration:
By leveraging the Pradhan Mantri Awas Yojana (Urban) 2.0, HFCs are
targeting the ₹25–45 lakh ticket size.
- Alternative
Underwriting:
For self-employed borrowers who lack traditional tax documents (Form 16s),
HFCs are using "surrogate data" like GST returns, utility bill
history, and UPI transaction patterns to build synthetic credit scores.
Asset Verification: Blockchain and "Asset IDs"
Real estate fraud is a high-loss area that HFCs are
addressing through immutable digital records.
- The
Single Source of Truth: HFCs are integrating with state-level digital land
records to eliminate "multiple financing"—a fraud where a single
property is used to take loans from multiple lenders.
- Blockchain-Based
Vaults: By
implementing private blockchains to store e-title deeds, HFCs create an
immutable "Asset ID" for every mortgaged property. This
ensures the "Chain of Title" is transparent and tamper-proof for
the secondary mortgage market.
Green Pricing: Sustainability-Linked Incentives
In line with 2025 "Climate Risk" mandates, HFCs are
rewarding environmental responsibility.
- Interest
Discounts: HFCs
are offering 10–15 bps interest rate discounts for home buyers in
projects that are IGBC or LEED certified.
- Reduced
Transition Risk:
The RBI 2025 report suggests that energy-efficient buildings have a 20%
lower default rate. Green buildings maintain higher resale value and lower
utility costs for the borrower, directly improving their long-term
repayment capacity.
Microfinance Institutions (MFIs): The Shift to
"Discipline Over Velocity"
Following a rise in GNPAs to 4.1% in late 2025, the MFI
sector is moving away from rapid growth to ensure long-term borrower solvency
through strict guardrails.
- FOIR
Discipline: The 50% Household Sanity Check
- Household-Level
Assessment:
MFIs are transitioning from assessing individual borrowers to evaluating
entire "household income".
- Hard-Coded
Limits: The
50% Fixed Obligation to Income Ratio (FOIR) is now hard-coded into
mobile origination apps, preventing field officers from bypassing income
checks to meet disbursement targets.
- Real-Time
Bureau Integration: Every loan application triggers a real-time credit bureau ping
during "Centre Meetings" to ensure the 50% limit is not
breached by undisclosed loans from other lenders.
- The
"Rule of 4": Curbing the Debt Cycle
- Lender
Capping: To
prevent "Ponzi-style" repayment behaviour—where borrowers take
new loans to pay off old ones—MFIs strictly adhere to a limit of a
maximum of four active lenders per individual.
- SRO
Guardrail 2.0:
This strategy follows the Self-Regulatory Organization (SRO)
"Guardrail 2.0" mandates, ensuring that social discipline is
maintained even as the sector digitizes.
- Climate
Resilience: Calamity-Proofing the Rural Portfolio
- Climate-Resilience
Funds: MFIs
are launching dedicated funds to support borrowers in agricultural zones
prone to "above-normal monsoons" and floods.
- Parametric
Insurance Integration: Strategy involves embedding insurance into micro-loans
that automatically triggers EMI deferment or coverage if a district
receives a specific threshold of rainfall, protecting the borrower's
credit score during natural disasters.
Cross-Sectoral Strategies: Systemic Stability for All
Entities
These strategies apply to all Regulated Entities (REs),
creating a unified front against emerging technological and environmental
risks.
- FREE-AI
Framework: Ethical and Explainable Lending
- The
7 Sutras:
Lenders must adopt the RBI’s FREE-AI (Fairness, Resilience, Ethics,
and Explainability) guidelines to govern autonomous lending models.
- Algorithmic
Bias Audits:
Every credit-scoring bot must undergo mandatory audits to ensure it does
not discriminate based on pin code, gender, or other demographic proxies.
- Human-in-the-Loop: While AI can suggest
approvals, high-value loans require a human sign-off to ensure
accountability and solve the "Black Box" problem of AI
decision-making.
- Climate
Stress Testing: Long-Term Portfolio Mapping
- Portfolio
Heat-Mapping:
Large entities are mandated to conduct audits calculating the
vulnerability of their assets (factories, farms, mortgages) to a 2°C rise
in temperature or rising sea levels.
- Transition
Risk Identification: Banks and NBFCs must identify "Stranded
Assets"—borrowers in industries like coal that may become unviable
as the nation moves toward Net Zero goals.
- Programmable
CBDC: Purpose-Bound Digital Rupee
- End-Use
Verification:
The Digital Rupee is being integrated with "programmable"
features to ensure government subsidies reach their intended target.
- Smart
Subsidies: For
example, an agricultural subsidy delivered via CBDC can be
"locked" so it can only be spent at verified fertilizer or seed
dealers, eliminating leakage.
- Zero-Trust
Security: The New Cybersecurity War Room
- Verified-Every-Time: Moving away from traditional
perimeter security, the Zero-Trust Architecture requires every
transaction to be verified regardless of its origin.
- The
15-Minute Response: Institutions are establishing "Cyber-War Rooms" with the
goal of freezing fraudulent funds within a 15-minute "Golden
Hour" window, aiming to raise fraud recovery rates from 12% to over
50%.
|
Metric |
MFI Target (2026) |
Cross-Sectoral Goal |
|
Asset Quality (GNPA) |
<3.0% (down from 4.1%) |
Multi-decadal low of 2.1% (SCBs) |
|
Household Debt Limit |
50% FOIR Hard-Cap |
Mandatory Algorithmic Bias Audits |
|
Tech Integration |
100% Mobile Origination |
Zero-Trust & MuleHunter.ai Adoption |
Ultimately, the 2026 strategies represent a shift toward
high-quality, sustainable growth across banks, NBFCs, and MFIs. By hard-coding
ethical AI guidelines and climate stress testing, the sector is preparing for
long-term environmental and technological shifts. The adoption of Digital
Banking Units and programmable CBDCs further bridges the gap between urban centres
and the rural economy. These efforts collectively aim to reduce asset quality
risks, such as bringing MFI GNPA below 3.0%, while maintaining robust capital
buffers. This roadmap ensures that India’s financial foundation remains a
"fortress" capable of funding future economic expansion.
As India marches toward its "Viksit Bharat 2047"
goals, these 2026 strategies represent a collective effort to build the
financial buffers today that will fund the economic growth of tomorrow.
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