AI Agents that execute real enterprise work
We design and ship production AI agents that autonomously handle ETL, document processing, research, and decisions, grounded in your data, orchestrated on AWS, and hardened for compliance. From discovery to deployed in weeks.
HIPAA-ready · SOC 2-aligned · 15+ years building software
Outcomes, not demos
Agents we've shipped into regulated enterprises, with the numbers to prove it.
What we build
Four agent patterns we deploy most often across healthcare, finance, and operations.
RAG Knowledge Agents
Grounded answers over your contracts, policies, codebase, or regulations. Retrieval-Augmented Generation over Amazon OpenSearch Serverless with Bedrock LLMs: cited, auditable, no hallucination.
Tax & regulatory research · Internal knowledge · Clinical policy
ETL & Data Pipeline Agents
Autonomous extraction, transformation, and loading across systems. Agents read unstructured docs (Textract), transform (Glue), and reconcile records into your ERP or CRM end-to-end.
EHR↔ERP reconciliation · Finance close · Supply-chain accruals
Document Intelligence Agents
Classify, extract, and route high-volume documents (claims, invoices, 1099s, K-1s) with Comprehend Medical + Bedrock at scale, with human-in-the-loop on edge cases.
Claims & EOBs · AP/AR · Onboarding KYC
Workflow & Operations Agents
Multi-step agents orchestrated with Step Functions + Lambda that trigger real actions across systems (approvals, escalations, appeals) and escalate to humans where judgement is required.
Claim appeals · Procurement · Support triage
Built AWS-native, enterprise-grade
A reference architecture proven in regulated industries: frontier models on Bedrock, vector RAG on OpenSearch Serverless, serverless orchestration, and policy guardrails. Under BAA, SOC 2-ready, KMS-encrypted.
From idea to production
A fixed path with fixed timelines, so you know exactly what you're buying.
Discovery (Week 1)
We pressure-test your use case for agent viability, map the data sources and systems, and define success metrics. You leave with a go/no-go and a scoped PoC.
Proof of Concept (Weeks 2-4)
A working agent on your real data: RAG over a slice of your knowledge base, orchestrated on AWS, with measurable outcomes against the success metrics.
Production (Weeks 4-8+)
Hardened deployment: Guardrails, KMS encryption, audit logging, human-in-the-loop, monitoring. HIPAA-ready, SOC 2-aligned, handed off to your team with docs.
Find out if an AI agent fits your problem
A 30-minute call. We'll pressure-test your use case for agent viability and tell you honestly if a simpler solution works. No slides, no commitment.
Free discovery call • PoC scoped in one week • Production in 4-8 weeks