ArchIQLabs helps enterprise architecture teams grow AI adoption
ArchIQLabs is my independent practice, working with federal agency EA teams that are bringing AI into the organization. It pairs architecture-level strategy with hands-on building, so the plan and the working system come from the same place.
How ArchIQLabs helps
No two projects are quite the same, but ArchIQLabs' work usually falls into three shapes. It's all hands-on, done by me, and not tied to any single platform.
Decide
Work out what's worth building, on which stack, and at what real cost and risk, before anyone commits budget.
Build
Ship the actual system: agentic apps, retrieval, evaluation. Built on whichever cloud and tools fit, not the ones I happen to favor.
De-risk
An independent read on someone else's plan, cost estimate, or vendor claim, from someone with no stake in the answer.
A few things I've built
ArchIQ: my AI strategy platform
Instead of asking each system "what can AI do here?" and getting siloed features, start from the business and surface the connected opportunities that span it. ArchIQ does this with specialist agents that read your discovery material and rank each one by impact and feasibility.
A regulated agency, on its own terms
EA teams usually arrive at stakeholder meetings with questions and collect answers by hand. This flips it: a multi-agent system pre-aggregates from email, chat, SharePoint, and the EA tool, so stakeholders just validate, running entirely inside the agency with no data leaving.
Speeding up EA review of acquisitions
For a federal health agency's EA team, a first pass on an acquisition strategy document: a short executive summary plus a table mapping it to the standard EA requirements. The reviewer keeps the call, and the same pattern repoints at any recurring document the agency reviews.