About
Enterprise AI shouldn't require an enterprise budget.
Too many organizations hear that AI is only for big companies with big budgets. That's not true — and we built Insight Consulting Tech to prove it. Whether you run a small business, a nonprofit, a government office, or a growing company, you deserve the same AI capabilities the Fortune 500 has.
Our unusual edge is the combination: leadership that has served as a Chief AI Officer and Vice Chair of a federal AI Governance Board, and hands that still write the code. We advise on AI the way only builders can — and we build what we recommend.
Key Leadership
The people behind the work.
Thu “Thuy” Williams, MPS, MPH
Founder & Chief AI Engineer
AI engineer, data and analytics leader, and governance strategist with 15+ years building production AI. Former Chief AI Officer and Vice Chair of a federal AI Governance Board — and still personally writes the code: RAG platforms with eval-gated CI, MCP servers in production on Azure, multi-agent systems with LLM judges.
Connect with Thu on LinkedIn →
Keisha Williams, Esq., SPHR
General Counsel & Chief People Officer
Attorney and certified senior HR professional with 15+ years across legal, governance, and people operations. Keisha leads contracting, compliance, and the human side of AI adoption — the policies, training accountability, and change management that make AI stick.
Credentials
The track record behind the work.
Former Chief AI Officer
Enterprise-level AI leadership
Vice Chair, Federal AI Governance Board
Active federal governance role
Chair, Data & AI Governance Committee
Standing governance leadership
Military Veteran Leadership
Discipline, integrity, mission focus
15+ Years in AI & Data
Government and industry, at the highest levels
Veteran-Owned Small Business
Insight Consulting Partners LLC, Maryland
How we work
Four commitments, every engagement.
Real results, not slide decks
We go beyond advising. Engagements end with working, deployed software — RAG pipelines serving queries, MCP servers registered in your tools, dashboards your team opens every morning.
Trust is an architecture decision
Faithfulness verification, citation enforcement, eval gates in CI, audit hash-chains — quality and compliance get engineered in, not promised in a policy document.
Right-sized for your budget
Enterprise-grade patterns on infrastructure that scales to zero. Our production systems run on consumption pricing — sophisticated does not have to mean expensive.
Your data stays protected
PII redaction at ingest, stateless-by-design services, regulated-environment defaults. We've operated under HIPAA, FedRAMP, and federal governance constraints for years.
Get in touch.
Questions about our work — or an AI problem you're thinking through? We'd enjoy the conversation.