12.7 Phase 7 — Scale and automation

Goal

Move from “lender that built a platform” to “lender that runs at scale on a platform that is also a product”.

Features

• Full multi-tenancy — schema isolation, per-tenant config, per-tenant white-label.
• Self-serve partner onboarding — partner can configure their flow without engineering involvement.
• New product launches — LAP / equipment / new segments — without code change for ~80%.
• New geographies — additional state coverage, language coverage, regulatory variant.
• Advanced ML — segment-specific models; ensembles; ECL / LGD / EAD models.
• Self-serve analytics — business users query the warehouse.
• Productised SaaS offering — sold to external NBFCs (per 1.10).
• API-first for all customer scenarios.

Integrations

• Additional vendor categories as needed.
• White-label channel SDKs.

Team

• 150 – 250+ total per 9.2.

Time

Ongoing. Continuous improvement, not a fixed-duration phase.

Build vs buy

• All competitive moats are own.
• Primitives still bought.
• Vendor mix optimised based on volume + economics.

Acceptance criteria

• Multi-tenant operations stable.
• Per-tenant data isolation verified by audit.
• New product launched in < 6 weeks from decision.
• Self-serve partner-onboarding completed in < 30 days.
• One external SaaS customer paying.

Risks

• Stretching the team across many priorities.
• Multi-tenancy bug → cross-tenant data leak.
• Customisation requests fragment codebase.

End state

A platform that:

1. Runs a profitable own + co-lent book.
2. Powers 2 – 3 other NBFCs as a SaaS customer.
3. Onboards a new co-lending partner in < 60 days.
4. Has model-based underwriting maintained continuously.
5. Maintains audit-grade compliance at all times.
6. Operates at ~60% cost-income ratio.
7. Generates ₹15 – 25+ Cr of annual profit.