Fintech
Financial services combine high transaction volume with regulators who expect you to explain any automated decision. We build systems that are fast and accountable at once.
What makes this sector hard
Regulatory scrutiny
Automated decisions must be explainable and reproducible on demand.
Fraud at scale
Adversaries adapt faster than static rule sets.
KYC and onboarding friction
Compliance requirements that cost you customers at signup.
Legacy core systems
Modern products bolted onto decades-old banking infrastructure.
Systems that fit the constraints
Explainable risk scoring
Models whose decisions come with the factors that drove them.
Document-heavy onboarding
Automated extraction and verification across KYC documents.
Transaction monitoring
Anomaly detection tuned to keep false positives workable for your review team.
Regulatory change tracking
Retrieval over evolving regulation so compliance teams see what changed.
What we design around
Working in fintech?
Tell us the problem. We'll tell you honestly whether AI is the right tool, and what it would take.