A payments product and a booking tool can share a stack and still be two different projects. In finance the difference is the paper trail. Every automated decision has to be explainable months later, to someone who was not in the room and does not read code.
What compliance does to the build
It moves work forward, not backward. Access control, audit logging and data retention are sprint-one features here, because retro-fitting them means rebuilding whatever they were supposed to wrap. The practical effect is a slower first release and a much faster second year.
Three things we set up before any screen is designed:
- Who may see which record, written down and enforced in one place
- What every write operation stores about who did it and when
- How long each class of data lives, and what deletes it
The parts we build most
Onboarding with document checks. Ledgers and reconciliation. Payment and payout flows against a provider’s API. Back-office review queues, which are usually the least glamorous screens in the product and the ones staff live in all day.
Integration work is the bulk of it — card networks, KYC vendors, open banking aggregators, accounting systems. That is ordinary integration and API work with an unforgiving error budget, so the test suite matters more than usual. See QA and testing for how money flows get covered.
Where the demand comes from
Paid channels restrict finance advertising hard. Accounts get held for review, creatives get rejected for wording, and whole ad formats are closed to lending and investing offers. So the growth plan leans on technical SEO and content that survives a compliance read, with paid used where it is actually allowed rather than assumed.
Trust pages do more work here than anywhere else. Security, licensing, who holds the funds, what happens if you go under — a serious buyer looks for those before they look at pricing.
Models, where they are safe
Ranking a review queue is a good job for a model. Deciding a loan alone is not. AI in fintech covers the boundary we hold and the evidence a compliance team will ask you for.
What we need from you
The regulator, the licence you hold or rent, the markets you operate in, and the name of the person who signs off on risk. With those four answers a plan takes about a week. Without them it is guesswork with a nice font.
Back to all industries, or tell us the sector and we will say plainly whether we are the right team.