PRACTICE · 03
Knowledge Systems & AI Assistants
We build internal AI assistants that answer staff questions in plain English, cited against your own documents. RAG-based architectures pull from your SOPs, Drive, Notion, and Slack so answers are grounded in what your business actually does — not a generic language model. Engagements run 3–4 weeks and include HIPAA-aware architecture options for clinical and regulated environments.
Capabilities under this practice
OPS BACK OFFICE
Knowledge Onboarding
Indexes your SOPs, Drive, Notion, and Slack into a vector store. New hires ask questions in plain English and get cited answers. Ramp goes from months to weeks.
OPS BACK OFFICE
Admin Assistant
Handles scheduling, document drafting, internal Q&A, and routine staff requests via Slack or email. Routes tasks to the right person, follows up on blockers, and keeps the owner out of the day-to-day. Self-hosted path available for data-sensitive clients.
How clients engage with this practice
Knowledge system engagements begin with a document audit — we inventory what you have, identify gaps, and define the retrieval scope. The assistant is built against a curated index, not a dumped file tree. Precision matters: a bad retrieval pipeline produces confident wrong answers, which is worse than no system at all.
Clinical clients receive a HIPAA-compliant deployment path on AWS Bedrock with private vector storage. General business clients have the option of a Cloudflare Workers deployment for low-latency, edge-side retrieval. Retainer support covers re-indexing as your documentation evolves.
DMV cities served
Knowledge Assistant engagements available across the Washington–Maryland–Virginia metro. Each city page outlines local context, common buyers, and the shape of a typical local engagement.
- Knowledge Assistant in Washington, DC
- Knowledge Assistant in Arlington, VA
- Knowledge Assistant in Alexandria, VA
- Knowledge Assistant in Bethesda, MD
- Knowledge Assistant in Rockville, MD
- Knowledge Assistant in Silver Spring, MD
- Knowledge Assistant in Tysons, VA
- Knowledge Assistant in Reston, VA
- Knowledge Assistant in Fairfax, VA
- Knowledge Assistant in McLean, VA
- Knowledge Assistant in Gaithersburg, MD
- Knowledge Assistant in Annapolis, MD
- Knowledge Assistant in Fredericksburg, VA
READY TO START
Every engagement begins with an audit.
A 60-minute scoped intake that maps your workflows, identifies the highest-leverage automation opportunity, and tells you exactly what it would cost to build.
Start with an audit →