The Governance Flip
BCG's widening AI value gap, McKinsey's productivity paradox, and the management challenge of agents in production. What changes when the bottleneck becomes the way a business governs and uses AI?
Listen to Episode 1This episode was AI-generated and human-reviewed for correctness.
Explore all six chapters
- The governance flip
- BCG: leaders pull away
- McKinsey: the productivity paradox
- Agents in production: incident data
- Reality check and the market
- Three takeaways
Episode companion
The gap is organisational.
BCG · Applied AI Index 2026
- Future-built: 7.5%
- Scaling AI; beginning to create value: 41%
- Other maturity groups (remainder): 51.5%
Company maturity groups. Remainder calculated: 100 − 7.5 − 41. Read the source ↗
The research points toward an operating challenge: adopting a tool is easier than changing how work gets done. Our companion analysis separates the evidence from the implications.
- Build governance into the work. Give an agent clear limits and an accountable owner.
- Track the business outcome. Connect the experiment to a KPI or a financial result.
- Redesign the workflow. Improve the process around the tool, then measure the result.
Takeaways are editorial interpretation, not survey findings.
