Build
AI Knowledge Assistant
AI that answers questions from your own documents and data — safely.
Start a ConversationThe Problem
01 / The Problem
Your organization's knowledge is buried in documents, policies, past reports, and email threads. Staff can't find answers; new hires take months to get up to speed; members or constituents wait. And you won't send sensitive documents to a public AI tool — so people either go without, or use shadow tools you can't see.
Without a sanctioned, safe option, staff either lose hours hunting for answers or quietly paste sensitive material into public AI tools — an undisclosed data-exposure risk hiding in plain sight.
Who Does This Resonate With
02 / Who This Resonates With
- Chief Operating Officer
- VP Technology
- Director of Knowledge / Operations
- Head of Member or Constituent Services
Scoped build on a defined content set, typically 4–6 weeks, with milestone-based delivery.
Mission-Driven Institutions · Associations & Foundations · Mid-Market · Legal Services · Healthcare · Financial Services
What We Do
03 / What We Do
Scope the Content Set
We scope to the documents that answer your highest-value questions, and confirm who can ask what before any build.
Build the Retrieval Layer
Your documents are chunked and embedded into a vector store; questions trigger retrieval and reranking of the most relevant passages.
Grounded Answers with Citations
An LLM generates grounded answers with guardrails and source citations — every answer is auditable, not a black box.
Private by Design
The model runs in your control — a private deployment or your cloud's AI service — so your documents never train a public model.
Deploy & Hand Off
A simple interface your team can use, validated for safety, then documented and handed off with no standing dependency.
AI & Technology
04 / AI & Technology
What We Deliver
05 / What We Deliver
An assistant grounded in a defined document and content set
Retrieval, reranking, guardrails, and source citations
A simple interface your team can use, running in your control
Documentation, the configuration in your environment, and a handoff
Key Outcomes
06 / Key Outcomes
Instant, grounded answers drawn from your own content — with citations to the source
Faster staff and member or constituent service
New-hire onboarding measured in days, not months
Safe by design — your documents stay in your control and never train a public model
What This Leads To
07 / What This Leads To
A grounded assistant is the most visible, lowest-risk way to put AI in front of staff — it builds organizational confidence in AI without the data-exposure risk shadow tools carry. It works best on a clean Data Foundation (or fed by Data Integration & Pipelines), and naturally precedes AI Workflow Automation once staff trust the AI. Additional content sources are added as smaller expansions, with ongoing operation available as a Managed Data & AI retainer.
Next Step
Ready to work together?
Tell us where you are and what you're trying to solve — we'll show you where AI creates leverage inside your organization.
Get the summary
Get the AI Knowledge Assistant summary.
A one-page overview — the problem it solves, what you get, how we scope it, and a typical range. Sent to your inbox.
Ready to talk
Book a scoping call.
A focused 20 minutes to scope AI Knowledge Assistant to your situation and show you the band before any proposal.
Book a scoping callNot sure which fits? Take the free 10-minute assessment — you'll get a personalized recommendation and your scoped band.