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From Citizen Developers to Citizen Operators
What happens when AI democratises not just software development, but the redesign of work itself?
Aug 25
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Cerys Hearsey
Should Enterprises Worry About an AI Bubble?
A review of the arguments around over-valued AI firms and what this might mean for enterprise AI based on lessons from previous stock market bubbles
Aug 18
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Lee Bryant
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Agentic AI Challenges Workforce Planning; but it Could also Re-invent it
A new way to think about workforce planning as expertise moves between people and AI agents.
Aug 11
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Cerys Hearsey
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Agentic AI, Harness Engineering and Organisational Architecture
Harness engineering matters, but the organisational architecture that sits above agents, models, and harnesses remains the most important source of…
Aug 4
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Lee Bryant
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July 2026
The Emerging Need for AI Operationalisation
Rather than one-off pilots and deployments, organisations need to develop their AI transformation system as a repeatable capability
Jul 28
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Cerys Hearsey
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Open Models, Technology Diffusion & the Shift from Renting to Owning AI
Kimi K3 shows open models can compete with the best, and might provide a better foundation for enterprises as they shift from renting to owning their AI…
Jul 21
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Lee Bryant
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Designing for Bounded Autonomy
A new leadership design challenge for organisations when rethinking how authority flows.
Jul 14
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Cerys Hearsey
2
The Token Apocalypse & Agentic Ecosystem Design
How can simple agents and small models can create a more reliable form of agentic intelligence than continued reliance on frontier models for everything
Jul 7
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Lee Bryant
June 2026
Designing a Capability Interface
How discoverability may become the next layer of organisational design.
Jun 30
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Cerys Hearsey
Context, Codification & Cognitive Capabilities
Links and musings on the challenge of building continuous learning engines for agentic AI in the enterprise
Jun 23
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Lee Bryant
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Operational Intelligence in Shared Agent Networks
How can enterprises build reusable operational intelligence to support shared agents without recreating the failures of centralisation?
Jun 16
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Cerys Hearsey
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Don't Outsource Agentic Capability Design
Why operational leaders are an under-used design resource in enterprise AI
Jun 9
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Lee Bryant
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