AEC AI and Tech Strategy Podcast

Leveraging Knowledge Management as a Competitive Advantage – Ep 104

25 snips
Mar 18, 2026
Chris Parsons, Founder and CEO of Knowledge Architecture and creator of Synthesis, is a longtime KM and IT leader focused on AI-powered knowledge management. He discusses AI-driven knowledge retrieval and firm-grounded search. He explains role-specific knowledge agents, extracting tacit expertise, and building continuous onboarding and learning systems to gain a competitive edge.
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INSIGHT

KM 1.0 To KM 3.0 Evolution

  • Knowledge management has evolved from digitizing binders to social sharing to AI-powered retrieval that finds knowledge in the flow of work.
  • Chris Parsons calls this KM 1.0 (capture), KM 2.0 (social sharing), and KM 3.0 (AI retrieval) as the missing piece is finding what you need at the moment of need.
ADVICE

Use RAG And Purpose Built Agents

  • Build retrieval-grounded AI by using RAG: search firm documents first, then feed those results to the LLM for grounded answers.
  • Constrain agents to specific knowledge sets (e.g., sustainability or Revit) so they solve common 101–201 questions 24/7.
ADVICE

Test AI With Your Top Search Queries

  • Start AI onboarding by analyzing search analytics and common questions; test the AI on the top 50–100 queries to reveal knowledge gaps.
  • Use HR and practice leads to list the 20 frequent questions and iterate from search feedback.
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