Markdown source

Tokenomics: From AI Spend to AI Value

Conference Context

Session Description

Facilitated, peer-to-peer, under the Chatham House Rule — not recorded. As enterprise AI adoption accelerates, token spend is scaling faster than value realization. We address i) how to make decisions amid unclear cost and value dynamics, ii) how to shift from token-level to workflow-level analysis, and iii) how to manage downstream behavior implications on AI usage.

Media Evidence

Moving away from Agile: What's Next – Martin Harrysson & Natasha Maniar, McKinsey & Company (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).

Evidence Graph

This evidence graph is generated from currently linked source material: official schedule text, related video pages, cached transcripts, visible slide text, dense/reconstructed slide pages, and AI slide-classification audits.

Media Signals

Agent Reading Notes

Use these signals to refine the synopsis, topic links, people/company context, and method notes. If a source is a related external video rather than an exact official recording, keep it framed as supporting evidence.

Transcript Status

Related video transcript availability: English auto-captions. Treat this as supporting context, not a recording of this exact scheduled session unless later confirmed. Not fetched yet.

People

Supporting Slides

Attendance Visibility

No high-confidence attendance icon signal is shown for this talk. The sampled video evidence was either low confidence, source-proxy-only, or did not expose a clear audience view.

Synthesis

Synthesized Breakdown

Tokenomics: From AI Spend to AI Value ## Conference Context - Date/time: 2026-06-30 · 11:00am-12:00pm - Track/room: CTO Circle · Leadership Lounge - Speaker(s): Martin Harrysson, Matt Linderman, Prakhar Dixit - Session type/status: session · confirmed - Track: CTO Circle - Room: Leadership Lounge - Session type: session - Status: confirmed ## Session Description Facilitated, peer-to-peer, under the Chatham House Rule — not recorded. As enterprise AI adoption accelerates, token spend is scaling faster than value realization. We address i) how to make decisions amid unclear cost and value dynamics, ii) how to shift from token-level to workflow-level analysis, and iii) how to manage downstream behavior implications on AI usage. ## Media Evidence Moving away from Agile: What's Next – Martin Harrysson & Natasha Maniar, McKinsey & Company (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions). - Source video: youtube-SZStlIhyTCY - Slide deck: Reconstructed Slides: Moving away from Agile: What's Next – Martin Harrysson & Natasha Maniar, McKinsey & Company — 16 visible slide image(s); 16 HTML recreation(s).

Speaker And Company Context

Topics Covered

Derived Links And Source Material

Novel Concepts / Clever Methods

Evidence Boundary

This synthesis is based on the official schedule and linked source pages. It should be revisited when exact session recordings or transcript-backed secondary sources are available.