AI agents and fraud models for fintech, shipped to production.
Real-time risk scoring, support and ops agents, and LLM integrations — built for regulated financial workflows, where every decision needs to be explainable months later, not just fast in the moment.
What we build for fintech
Fraud & Risk Scoring
Real-time models blending a gradient-boosted baseline with an LLM reasoning layer over transaction and device signals.
Support & Ops Agents
LLM agents with function calling over your internal systems, with confidence-based escalation to humans.
Backend Engineering
APIs, data pipelines, and infrastructure that hold up under real production traffic.
AI Integrations
LLM agents, RAG search, and automation grounded in your real data — no hallucinated capability.
Proof, not promises
Fintech
−40% false positives on real-time fraud scoring
An LLM-augmented risk model scoring transactions in real time to catch fraud without blocking good customers.
−40%
False positives
+22%
Fraud caught
<200ms
Scoring latency
FAQ
How do you handle explainability for compliance?−
Every scoring decision is built to be reconstructable after the fact — for a compliance reviewer or a disputes team, not just fast in the moment.
How long is a typical engagement?+
Do you work with in-house risk and data teams?+
Ready to ship AI for your fintech product?
Tell us about your project — we'll reply within one business day.