PRACTICE · 03

Knowledge Systems & AI Assistants

We build internal AI assistants that answer staff questions in plain English, cited against your own documents. Retrieval-grounded architectures pull from your SOPs, document repositories, and team knowledge 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, knowledge workspace, and team chat into a retrieval 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 in team chat or email. Routes tasks to the right person, follows up on blockers, and keeps the owner out of the busywork. 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 with private retrieval storage. General business clients receive a lightweight managed deployment appropriate to the data sensitivity of the workflow. 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.

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 →