AI-first work for fintech businesses
FinTech products usually sit on top of an older core system that cannot be rewritten, and any automation needs real guardrails around cost, accuracy, and handoff to a person. These practices are built for that constraint, not around it.
What this looks like for fintech
None of this is a fixed package. Each item below is a real capability from one of our practices, scoped to your actual systems and volume.
Integration into legacy banking or ledger systems
Connecting a language model or a modern API to the core system through a clean adapter layer, so the core is never modified and a failure in the new work cannot reach it.
AI Strategy & ConsultingGuarded support and account-status agents
A support agent that answers account and transaction questions from your real data, with strict boundaries on what it will and will not say, and a clean handoff to a human for anything sensitive.
AI Agents & AutomationA fast, secure product front-end
A web or mobile front-end for the product itself, built with the same attention to speed and security the rest of the stack needs.
AI-Powered App DevelopmentThe practices behind this
How we deliver
- 1
Discovery & Scoping
1-3 daysWe start by understanding the actual problem and your existing systems, not just the brief.
- 2
Architecture & Plan
2-4 daysWe map the technical approach and integration points before any code gets written.
- 3
Build
1-8 weeks, scoped to your projectAI-augmented development that moves fast without skipping review.
- 4
Test & Launch
2-3 daysReal testing against real scenarios before it touches a live user.
- 5
Tune & Support
OngoingWe monitor and refine in the weeks after launch. This isn't a handoff and disappear.
Try our estimator
Pick what you are building and see a real baseline in INR and USD.
Tell us about your fintech business
Send us what is slow, manual, or missing. We will tell you honestly which of our practices actually fits and what it would take.