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AI Operating Model

AI Isn't Destroying Jobs. AI Spending Is.
AI Operating Model

AI Isn't Destroying Jobs. AI Spending Is.

73,000 tech jobs were cut in Q1 2026 for AI that doesn't work. 55% of employers already regret it. The problem isn't AI. It's the spending.

Daniel Piatkowski Daniel Piatkowski · ·9 min read
Your People Don't Need AI Training — They Need AI Roles
AI Operating Model

Your People Don't Need AI Training — They Need AI Roles

77% of employees fear AI will take their jobs. 68% want their employer to adopt more AI. The gap isn't training — it's that nobody has told them what their new role actually is.

Daniel Piatkowski Daniel Piatkowski · ·8 min read
The Biggest AI Bottleneck Isn't Technology — It's People
AI Operating Model

The Biggest AI Bottleneck Isn't Technology — It's People

Employees are 3x more likely to use GenAI than their leaders expect. The tools have diffused faster than the operating model has adapted. Here's why people — not technology — are the biggest AI bottleneck.

Daniel Piatkowski Daniel Piatkowski · ·6 min read
Governing the Agentic Enterprise: Why Autonomy Needs a Constitution
Agentic AI

Governing the Agentic Enterprise: Why Autonomy Needs a Constitution

40% of enterprise apps will have AI agents by end of 2026. Most organisations have no governance model for them. Here's the Agentic Constitution framework — five components every organisation needs before deploying autonomous AI.

Daniel Piatkowski Daniel Piatkowski · ·7 min read
The Hyperproductivity Trap
Human & AI Transformation

The Hyperproductivity Trap

AI tools were supposed to give us time back. Instead, expectations rose, work expanded, and employees became always-on. The fix is not better tools -- it is human system design.

Daniel Piatkowski Daniel Piatkowski · ·8 min read
AI Doesn't Fail Because of Technology. It Fails Because of Trust.
AI Operating Model

AI Doesn't Fail Because of Technology. It Fails Because of Trust.

Most enterprise agent programmes stall not because the models underperform, but because nobody trusts them enough to let them operate. Trust is a systems engineering problem, not a training problem.

Daniel Piatkowski Daniel Piatkowski · ·7 min read
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