Find adjacent ideas even when the wording changes.
Visitors can search for a business problem and retrieve relevant episodes, essay links, and transcript passages that share meaning rather than exact phrasing.
Stage 3 · intelligence
The archive becomes searchable by meaning, not just by keyword.
This direction assumes transcripts, extracted topics, and eventually embeddings. The site starts behaving like a relevance engine for strategy, change, and innovation.
Show me episodes about incumbents missing disruption signals
Find clips on organisational fear and truth telling
What has Aidan said about AI and autonomous decision making?
Turn the archive into trust-building proof for consulting, workshops, and keynotes.
The more quickly a visitor finds insight, the more likely the site becomes a direct source of high-intent inbound demand.
Retrieval example
Query: “Why do large organisations ignore the future?”
Instead of a flat archive or a tag page, the site can return a blended answer surface: episode matches, transcript moments, and connected themes.
Relevance 0.9
Jeff & Staney DeGraff — The Art of Change
Published 27 Apr 2026
Jeff & Staney DeGraff — The Art of Change opens with a practical framing of why organisations punish their innovators and why it matters to leaders.
Open result and play audioRelevance 0.8
Creativity Is a Skill: Jeff & Staney DeGraff on the C.R.E.A.T.E. Method
Published 22 Apr 2026
Creativity Is a Skill: Jeff & Staney DeGraff on the C.R.E.A.T.E. Method opens with a practical framing of creativity is a method, not a mood and why it matters to leaders.
Open result and play audioRelevance 0.7
Innovation Isn't Harmony—It's Conflict
Published 15 Apr 2026
Innovation Isn't Harmony—It's Conflict opens with a practical framing of comfort is the danger signal and why it matters to leaders.
Open result and play audioRelevance 0.6
AI and the Octopus Organization
Published 08 Apr 2026
AI and the Octopus Organization opens with a practical framing of distributed intelligence inside firms and why it matters to leaders.
Open result and play audioRelevance 0.5
Split the Pie: Barry Nalebuff on Fair Negotiation, Game Theory, and Better Deals
Published 01 Apr 2026
Split the Pie: Barry Nalebuff on Fair Negotiation, Game Theory, and Better Deals opens with a practical framing of negotiation beyond zero-sum thinking and why it matters to leaders.
Open result and play audioRelevance 0.4
Nokia Saw iPhone Coming — So What Went Wrong?
Published 24 Mar 2026
Nokia Saw iPhone Coming — So What Went Wrong? opens with a practical framing of warnings that never became action and why it matters to leaders.
Open result and play audio AI-ready content model
The groundwork is mostly editorial discipline.
Transcripts
Clean transcript ingestion from Descript with stable chunking and timestamps.
Structured metadata
Topics, entities, guest names, summaries, highlights, and source information.
Search layer
Hybrid search mixing keyword precision with semantic recall.
Emergent themes
Let the archive reveal patterns back to the audience.
DisruptionStrategyOrganisational changeInnovation cultureLeadershipAI and autonomyBusiness model designLearning systems