Solutions

Decision intelligence shaped around your institution

Whether you run a large bank, a growing NBFC or a digital-first fintech, Nubazo brings data, models and decisions together around the outcomes that matter to you.

By institution

Different business models. One intelligence platform.

Banks

Deepen relationships across a large existing customer base while keeping a growing model estate governed and audit-ready.

  • Existing-to-bank cross-sell and retention across deposits, cards and loans
  • Risk-based pricing across retail and MSME products
  • Centralised model registry, validation and monitoring
  • Executive dashboards across portfolio, risk and marketing

NBFCs

Grow lending across diverse and underserved segments with sharper underwriting, pricing discipline and collections intelligence.

  • Credit policy simulation for personal, business, gold, two-wheeler and consumer loans
  • Approval-rate, default-rate and expected-loss trade-offs before go-live
  • Collections models: roll-rate, cure propensity and contact strategy
  • Co-lending and partner-channel performance analytics

Fintechs

Move fast without cutting corners — launch data-driven products on enterprise-grade ML, decisioning and governance.

  • Rapid experimentation with tracked, versioned models
  • Real-time next-best-action for digital journeys
  • Governance your bank and lending partners expect
  • API-first integration with your product stack
By function

Solutions for every team that makes decisions

Credit risk & decision intelligence

Grow approvals without growing losses

Test policy changes on your historical through-the-door population before they reach customers. See the effect on approvals, defaults, expected credit loss and risk-adjusted profit — then promote the winner through a governed approval.

  • Approval cut-off optimisation within risk-appetite constraints
  • Credit limit recommendations for existing customers
  • Customer risk-migration monitoring and early warning signals
  • Policy versioning with champion–challenger testing

Modules involved

  1. CN-e2eMLPD, LGD & EAD models
  2. BN-PolicyOpPolicy simulation
  3. BN-ETBsRisk migration
  4. CN-e2eBICredit risk analytics
Pricing

Price every loan for risk, demand and margin

Understand how take-up responds to rate by risk band, find the price that maximises risk-adjusted profit within your constraints, and roll it out safely as a challenger.

  • Elasticity analysis and interest-rate scenario comparison
  • Customer-level price recommendations with clear reasons
  • Floors, caps and maximum change constraints
  • Pricing approval workflows

Modules involved

  1. CN-e2eMLElasticity & risk models
  2. BN-PriceOpOptimisation
  3. CN-e2eBIMargin & volume tracking
Marketing & customer engagement

Every offer relevant, every rupee accountable

Combine propensity, lifetime value and eligibility rules to choose the next best action for each customer, then orchestrate it across channels and measure true incremental impact with control groups.

  • Next-best-offer and retention recommendations with explanations
  • Consent-aware audiences and contact-frequency rules
  • Multi-channel journeys with A/B testing
  • Incremental conversion, contribution and ROI reporting

Modules involved

  1. BN-ETBsCustomer intelligence
  2. BN-ActionsNext-best-action
  3. AN-CampOrchJourneys & tests
  4. CN-e2eBIMarketing analytics
Collections

Act earlier and smarter on delinquency

Predict roll-forward risk, prioritise accounts by cure propensity and choose the right contact strategy and time — while tracking every decision.

  • Roll-rate and cure-propensity models
  • Best time-to-contact and channel selection
  • Settlement and treatment recommendations
  • Bucket-level performance dashboards

Modules involved

  1. CN-e2eMLCollections models
  2. BN-ActionsTreatment strategy
  3. AN-CampOrchContact journeys
Model governance & audit

Keep every model and decision audit-ready

Give model developers, validators, compliance and internal audit one place to manage the lifecycle — from registration and independent validation to monitoring, documentation and retirement.

  • Validation checklists and independent approval
  • Generated model documentation and evidence packs
  • Drift detection and monitoring alerts
  • Agent-assisted documentation with human review

Modules involved

  1. CN-e2eMLRegistry & monitoring
  2. AN-AgentsDocumentation & alerts
  3. SGovernance & AuditApprovals & evidence
Business value

Value levers you can measure

Nubazo is built to make value measurable. Every initiative starts from an agreed baseline, and simulated estimates are always reported separately from realised results.

Lower credit losses

Sharper policy cut-offs and early warning reduce expected credit loss within risk appetite.

Better margins

Risk-based, elasticity-aware pricing improves net interest income without sacrificing volume.

More good approvals

Data-driven decisioning safely approves more creditworthy customers.

Incremental revenue

Targeted, measured campaigns lift conversion and cross-sell with control-group proof.

Higher retention

Churn prediction and retention actions protect customer lifetime value.

Operational efficiency

Governed agents and automation take on documentation, monitoring and analysis work.

Flexible commercial models

Choose the structure that fits how you want to invest and share in outcomes.

  • Fixed SaaS subscription
  • Usage-based
  • Per decision
  • Per model
  • Outcome-based
  • Hybrid: base fee + benefit share

Ready to turn intelligence into conversions?

Book a tailored walkthrough of the suite for your institution’s portfolio, products and priorities.