Devbrew logo

Applied AI Engineering for Payments Companies

We build AI infrastructure and agents that detect fraud, automate KYC, and forecast liquidity for payments companies at a fraction of the cost and timeline of building in-house.

We build AI that ships, scales, and drives ROI.

From pilot to production in 4–6 weeks. We embed with your team, ship weekly, and align on measurable KPIs, so you see impact fast.

How to think of us

We are an applied AI engineering firm for payments companies.

We build AI infrastructure and agents that help payments companies detect fraud, automate KYC, and forecast liquidity at a fraction of the cost and timeline of building in-house.

What makes us different

We build and deploy production AI in weeks. An onboarding fee gets things started; the rest you only pay when we hit the success metrics we define together.

Where we drive impact

Our first deployed system targets one of the most critical challenges in payments:

  • Fraud detection & sanctions screening — 55% cost reduction vs. legacy vendors, sub-30ms scoring latency, real-time OFAC screening with 97.5% precision.

Featured work

Sentinel logo

Sentinel

AI fraud detection & sanctions screening

Stop fraud faster and stay compliant with ML-powered transaction scoring. Sentinel combines LightGBM-based fraud detection with real-time OFAC sanctions screening, delivering explainable decisions in under 50ms.

55%

Cost reduction

<50ms

Scoring latency

97.5%

Sanctions precision

Why Devbrew

Every engagement is guided by the same principles: fast execution, lower risk, and lasting impact.

Rapid Delivery

Go from strategy to production with speed and precision. We prototype, validate, and deploy AI solutions in weeks, not months.
Accelerated delivery pipeline

Secure Deployments

We deploy with discipline. We pilot, measure, and scale through controlled rollouts, with security, compliance, and monitoring built in from day one.
Derisked deployments

Measurable Impact

We build AI with ROI at the core. Each solution is anchored to business objectives, guided by clear metrics, and designed to deliver lasting growth.
Real business value

Ready to get started?

Ship Fraud Detection in Weeks, Not Months

We deliver production AI for payments companies. Free pilot. Outcome-based pricing. If we don't hit your metrics, you don't pay the success fee.