Platform build · B2B fintech scale-up

Rebuilding a legacy monolith to unlock an AI-driven risk product.

Delivery

14 weeks

Cutover downtime

0 min

Deploy frequency

12× / wk

The problem

A 9-year-old monolith was blocking every roadmap item, and the new AI-driven risk product couldn't ship on top of it without a rewrite.

What we did

  • 01

    Carved the monolith into a small set of service boundaries the team could own.

  • 02

    Built the risk pipeline as a first-class product surface with its own eval harness.

  • 03

    Ran the migration in parallel with production for six weeks before cutover.

The outcome

New platform and the risk model both shipped in 14 weeks, with zero customer-visible downtime during cutover.

Have a similar problem?

We'll tell you honestly whether we're the right team — and what a sensible first step looks like.

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