The model is rarely the hard part
Connecting a model safely to current, authoritative data is. We treat AI as an integration problem first: retrieval and agent tools built on governed APIs, evaluation against real cases, and monitoring for accuracy, cost, and security once it is live.
What We Deliver
Grounded AI capabilities from Iron Brick.
AI Readiness Assessment
Your data, systems, and governance measured against the AI outcomes you want, with a phased roadmap.
Retrieval Grounded in Records
Answers built from documents and structured records fetched at question time, not from stale copies.
Citations by Default
Every statement links back to the record it came from, so reviewers can verify quickly.
Access-Aware Answers
Users only get answers drawn from records they are already allowed to see.
Evaluation & Testing
Accuracy checked against real cases before launch, with regression tests as prompts and models change.
AI Operations
Production monitoring for accuracy, latency, cost, and security, with runbooks your team can own.
Why Iron Brick
Integration depth first. AI is only as useful as the data and systems it can reach.
20 years of integration
Two decades of enterprise integration and 14 years of MuleSoft delivery, including federal, state, and financial-services programs.
Federal delivery
Delivery for FDA, HHS ACF and ORR, HUD, and DFC, directly and as part of prime contractor teams.
Security from day one
SOC and data center experience means access control, logging, and auditability are part of every design.
Start with an AI readiness assessment
Get a clear view of which AI use cases your data can support today, and what it takes to get the rest ready.