Entrepreneur Conversations

Implementing AI realistically... - Lee Russel

Jan 21, 2026
Lee Russel, AI expert and business strategist who helps entrepreneurs use AI practically and commercially. He discusses where AI actually adds customer value and simple fixes that free staff for high‑impact work. Topics include real-world AI use cases, vector databases and agent pipelines, pricing for AI projects, and building repeatable AI products and systems.
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INSIGHT

Apply AI To Amplify Customer Value

  • Apply AI where it 10x's customer value, not to hide from customers.
  • Use AI to remove low-value tasks so staff can do higher-impact human work.
ADVICE

Start With Problem Scouting

  • Do problem scouting: interview staff about most impactful work and biggest blockers.
  • Prioritise quick, high-impact AI agents that free senior people for high-leverage tasks.
ANECDOTE

Freeing A Senior Engineer From Rework

  • A senior engineer kept getting pulled off new tenders to answer questions on old bids.
  • They built a system so junior staff could answer, letting the senior focus on million-pound deals.
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