Industry
Finance & fintech
Regulated products need boring, correct software.
Financial products fail on the unglamorous parts: onboarding that leaks users, document verification done by hand, and audit trails that do not exist until someone asks for them. We build fintech and insurance systems with those as the starting point. We built ShieldRoute, a parametric microinsurance platform that pays gig workers automatically when weather or platform triggers fire — so automated payouts and trigger logic are territory we have shipped in.
What usually goes wrong
Onboarding that loses people mid-flow
Long forms, document uploads that fail on mobile, and no way to resume — so applications are abandoned halfway.
Manual document verification
A person reading every KYC document and typing the fields, which does not scale and is where errors enter.
Claims and payouts processed by hand
Slow settlement, inconsistent decisions, and no clear record of why a particular outcome was reached.
Compliance evidence assembled after the fact
Audit trails reconstructed from logs when they should have been designed in.
What we build about it
Onboarding & KYC flows
Mobile-first, resumable onboarding with document capture, validation and progress saving, built for a mid-range phone on 4G.
Web Development →AI document processing
Automated extraction from KYC documents, bank statements and forms with confidence scoring and human review where confidence is low.
AI Agents →Parametric & rules engines
Trigger-driven logic that evaluates conditions and executes payouts or decisions automatically, with a full audit trail.
APIs & Integrations →Reporting & audit dashboards
Operational and compliance dashboards with immutable history, so evidence exists before it is requested.
Data & Dashboards →
FAQ
Finance, fintech & insurance questions
Straight answers, with real numbers. If yours is not here, ask — we reply within 48 hours.
Do you have experience with regulated financial products?
We built ShieldRoute, a parametric microinsurance platform for gig delivery workers that triggers automatic payouts on weather and platform-outage conditions. We are software engineers rather than compliance advisers, though — we build to the requirements your compliance team sets, and we will say so rather than pretending to own that judgement.
Can documents be verified automatically?
Largely. We build extraction pipelines using OCR and language models over KYC documents and statements, with a confidence score on every field. Anything below threshold routes to a human. Full automation without a review path is how errors reach production in a regulated context.
Where is the data stored?
Wherever your regulator and your risk appetite require. For Indian financial data that usually means self-hosted infrastructure inside the country rather than a third-party SaaS, which we set up on your own cloud account or VPS with backups and access controls.