We've built production-grade agentic AI systems for regulated industries. Now we consult on yours — architecture, governance, and the hard parts teams consistently get wrong.
We work exclusively where AI systems must be accurate, auditable, and defensible — regulated industries where the cost of a wrong answer is measured in regulatory exposure, not NPS scores.
We built Evidara OS — 30+ specialized agents across 16 biomedical databases, with a full 21 CFR Part 11 audit trail on every run. We know what production looks like in this space.
Financial services AI fails in the same ways pharma AI does — hallucinated citations, untraceable reasoning, governance gaps. We apply the same architecture discipline to a new domain.
All engagements are fixed-scope, fixed-price. We don't do open-ended time-and-materials retainers — every engagement has a defined output and end date.
We review your existing AI systems or planned architecture — infrastructure, data flows, agent design, governance gaps, and failure modes. You receive a written report with specific, prioritized recommendations. No general frameworks. No slides full of best practices you already know.
We design and build a production-ready agentic AI system for your team — from initial scoping through deployment, testing, and handoff. Includes architecture design, implementation, evaluation framework, and documentation. Built to run without us the day we leave.
We audit your AI governance posture — data lineage, model output accountability, human-in-the-loop checkpoints, audit trail design, and risk classification. Delivered as a structured gap analysis with a remediation plan. Essential before regulatory scrutiny arrives, not after.
We act as your embedded AI architecture lead — attending design reviews, making architecture decisions, mentoring engineers on agent design patterns, and ensuring your AI systems are being built correctly from the start. Available one day per week, minimum three months.
Evidara OS is a production pharmaceutical evidence intelligence platform we built from scratch — 30+ specialized AI agents, 16 live biomedical databases, and a full 21 CFR Part 11 audit trail on every query. We consult on AI architecture because we've shipped it in a regulated production environment, not because we've read the papers.
See the platform →Being specific about what we won't take on makes us more useful to the clients we do take on.
All engagements start with a brief conversation. We'll confirm whether there's a fit before either side commits.
The AI Architecture Assessment is the right starting point if you're unsure what you have, what you need, or what you're about to build wrong. Fixed price. Two weeks. Written output.
Request an assessment →If you know what you want to build, email us with a one-paragraph description. We'll tell you if it's in scope, give a rough range, and schedule a 30-minute scoping call to confirm.
Email a brief →If you're actively building an AI system and want an experienced architect in the room — attending design reviews, making decisions, and mentoring your team — start with a three-month fractional engagement.
Start the conversation →Most engagements start with a 30-minute call. Email us with your context — what you're building, where you are, and what's not working. We respond within one business day.