AI that works in regulated industries
We build AI and ML systems that satisfy compliance requirements and actually ship to production. Not demos — deployed, monitored, audit-ready software for fintech, healthtech, and enterprise.
What we build
Six capabilities across the AI/ML stack — each built for industries where mistakes have regulatory consequences.
AI Agents & Chatbots
Customer support, onboarding, and sales pipeline automation. Conversational AI that handles real queries with guardrails and escalation paths built in.
ML Contract Management
Document extraction, classification, anomaly detection, and obligation tracking. Turn unstructured contracts into structured, actionable data.
Compliance Automation
Regulatory monitoring, risk scoring, and automated reporting. Stay ahead of changing rules without throwing more bodies at the problem.
Predictive Analytics
Churn prediction, fraud detection, and credit scoring models that run in production — not just notebooks. Monitored, versioned, and explainable.
NLP & Document Processing
Entity extraction, sentiment analysis, and document classification. Process thousands of documents with the accuracy regulators expect.
Computer Vision
Identity verification, document scanning, and damage assessment. Visual AI that integrates into existing workflows and meets audit requirements.
Why it's different in regulated industries
AI in fintech and healthtech isn't just harder technically — it's harder legally, operationally, and reputationally. Here's what most AI shops get wrong.
Data privacy by design
Every model touches sensitive data — PII, financial records, health information. We architect for data minimization, encryption at rest and in transit, and jurisdictional compliance from the start.
Audit trails on everything
Regulators want to know what the model decided, when, and why. We build comprehensive logging and versioning so every prediction and action is traceable.
Explainability, not just accuracy
A black-box model that scores 99% is useless if you can't explain its decisions to a compliance officer. We select and tune models with interpretability as a first-class requirement.
Model governance & drift detection
Models degrade. We implement monitoring pipelines that catch data drift, performance decay, and distribution shifts before they become regulatory incidents.
Proof it works
Real AI/ML systems we've built and deployed for regulated companies.
Encore Compliance
AI compliance platform — 85% cost reduction
Replaced a manual compliance workflow with an AI-powered platform that processes regulatory documents in seconds instead of hours.
Sokin
AI support agent — 60%+ queries resolved autonomously
Built a conversational AI agent for a global payments company that handles the majority of customer support without human intervention.
Let's talk about your AI project
Book a free 30-minute call. We'll discuss your use case, your compliance requirements, and whether AI is actually the right solution.