Regulatory Alert RBI's final ECL direction mandates forward-looking expected credit loss provisioning — effective April 1, 2027. Is your institution ready?
Phase 2 Product — Capital Intelligence

AI-Powered Capital Intelligence Platform for Banks

Move beyond regulatory readiness into strategic capital allocation, risk-adjusted growth, and AI-assisted banking decisions. Phase 2 connects credit risk, provisioning, stress testing, and capital planning into one intelligent platform.

Built for banks that have established ECL readiness and are ready to transform risk analytics into a strategic competitive advantage.

6
Integrated AI modules for capital and risk intelligence
Real-Time
Scenario simulation across credit, liquidity, and market stress
360°
Risk-Finance-Treasury alignment in one platform
The Strategic Problem

Capital is too valuable to allocate blindly

Banks continuously make decisions across products, portfolios, geographies, borrower segments, pricing, and growth strategy. But many capital decisions are still driven by delayed reports, static assumptions, disconnected spreadsheets, and fragmented views across Risk, Finance, Treasury, and Business teams.

"Which portfolio consumes more capital than it returns in risk-adjusted terms?"

"Which business unit deserves more growth capital based on risk-adjusted performance?"

"How will combined stress scenarios affect our capital buffers and adequacy ratios?"

"Which products need repricing based on expected loss and true capital cost?"

Quantara Capital Intelligence Platform helps banks answer these strategic questions faster — with AI-assisted analysis, real-time scenario simulation, and boardroom-ready outputs.

Platform Modules

Six AI modules for strategic capital intelligence

Module 01

AI Capital Allocation Optimizer

Recommend capital allocation across portfolios, business units, products, and customer segments — driven by risk-adjusted return analysis and portfolio optimisation under constraints.

  • Risk-adjusted return on capital comparison
  • Capital consumption analysis by portfolio
  • Portfolio profitability view vs capital deployed
  • Growth vs risk trade-off simulation
  • Capital allocation recommendations under limits
  • Optimization under regulatory capital constraints
Key Insight Generated

"MSME lending consumes 18% more capital per unit of return compared to secured retail. Recommend reducing unsecured MSME concentration by ₹850 Cr in the next planning cycle."

AI-generated, grounded in your portfolio data and configurable return assumptions.

Module 02

Real-Time Scenario Engine

Run enterprise-level scenario simulations across credit, liquidity, market, and combined macroeconomic stress conditions — with outputs across ECL, capital, profitability, and portfolio risk simultaneously.

  • Credit stress, liquidity stress, market stress
  • Interest rate shock and sector downturn
  • Regional downturn and collateral crash
  • Combined multi-variable macroeconomic stress
  • Baseline / Adverse / Severe comparison
  • Recommended management actions per scenario
Scenario Outputs
ECL impact under stress
Capital adequacy impact
Profitability sensitivity
Portfolio risk movement
Module 03

Early Warning Signal Intelligence

Detect portfolio deterioration before it becomes visible in NPA numbers. The early warning engine monitors multiple signals across borrower behaviour, portfolio performance, and macroeconomic indicators.

  • DPD movement trend monitoring
  • Repayment behaviour pattern detection
  • Credit utilization pattern analysis
  • Rating downgrade signal tracking
  • Sector-level and geography-level stress flags
  • Restructuring pattern and collateral decline signals
  • Bureau score deterioration alerts
From Reactive to Proactive
Without EWS With Quantara EWS NPA triggers actionSignal triggers action 6–9 months lag2–4 month lead time Manual watch-listingAutomated detection
Module 04

Dynamic Risk Pricing Intelligence

Support better pricing decisions by linking risk parameters, capital costs, and expected loss into a structured risk-adjusted pricing model. Identify products and segments where pricing doesn't reflect true risk.

Risk-adjusted pricing recommendations

Price suggestions grounded in expected loss and capital cost per segment.

Product profitability simulation

Simulate how pricing changes affect net return after ECL and capital charge.

Expected loss-adjusted yield

Compare nominal yield against ECL-adjusted net yield across all products.

Portfolio repricing insights

Identify portfolios where current pricing is below risk-adjusted cost of capital.

Module 05

Portfolio Concentration Analytics

Identify concentration risks across the bank's portfolio before they become a regulatory or credit event. Visualise exposure concentration across multiple dimensions simultaneously.

Sector concentration heatmap
Geography concentration view
Product concentration analysis
Borrower group concentration
Collateral type concentration
Rating band concentration
Vintage concentration view
Tenor concentration analysis
Single-borrower exposure limits
Module 06

Quantara Risk Co-Pilot

Provide natural-language intelligence for senior banking teams. Ask questions in plain English and receive bank-specific, data-grounded insights instantly — with every answer traceable to source data and assumptions.

"Show top 10 drivers of provision increase this quarter."

"What happens if MSME PD increases by 15% next quarter?"

"Which portfolio gives the best risk-adjusted return right now?"

"Prepare a board note explaining ECL movement this quarter."

"Which segments should be slowed down for new disbursements?"

"Summarise capital impact under the severe stress scenario."

Business Outcomes

From risk reporting to risk-aware growth

The Capital Intelligence Platform helps banks convert risk analytics into strategic decisions — improving capital efficiency, risk discipline, and decision speed across the institution.

01
Better capital allocation

Deploy capital to portfolios and business units where risk-adjusted return is highest — not just where growth pressure is loudest.

02
Faster scenario-based planning

Replace multi-week spreadsheet cycles with real-time scenario simulations that senior leaders can run, interpret, and act on independently.

03
Stronger risk-adjusted profitability

Price products and segments accurately based on true expected loss and capital cost — not just nominal margin and competitive benchmarks.

04
Better board-level visibility

Replace static, lagging reports with dynamic, scenario-driven board intelligence that tells the right story at the right level of abstraction.

The Journey

Phase 1 establishes the foundation. Phase 2 builds the advantage.

Phase 1 — ECL Accelerator
Establish ECL readiness and provisioning visibility

Portfolio upload, stage classification, ECL calculation, provision impact simulation, scenario analysis, board-ready reports. Fast deployment. Immediate value.

Phase 2 — Capital Intelligence
Connect provisioning to capital and strategic decisions

Capital allocation optimization, early warning intelligence, risk pricing, concentration analytics, and AI-generated strategic insights across the full institution.

Enterprise Scale
Full Risk-Finance-Treasury alignment on one platform

Deep system integrations, real-time data pipelines, regulatory submission support, and enterprise AI co-pilot for the entire senior leadership team.

Build the Advantage

Move from compliance readiness to strategic capital intelligence

Speak with our team about where your institution is in the journey and how Phase 2 can accelerate your capital decision-making.

Request Capital Intelligence Demo → Start with ECL Accelerator First