09 March 2026
AIAgentsROI
the false ecconomy of lobsters
why a middleware can be a hinderance
Read the full articleBlog
Thinking on transformation and AI
Field notes on organisational transformation, operating model design, and applied AI.
05 March 2026
The new bottleneck isn't productivity. It's verification.
AI has collapsed the cost of building. The constraint that replaced it — knowing whether what you built is correct — is one most organisations haven't started solving.
Read the full article 26 February 2026
aiproduct-opsexperimentationstrategyinnovation
Rapid Experimentation: How AI Transforms the Economics of Delivery
The most expensive product decision isn't selecting the wrong feature—it's failing to test alternatives. AI fundamentally inverts the economics of product delivery.
Read the full article 07 February 2026
aidecision-makingstrategyproduct-opsalignment
Making Better Decisions Faster: AI-Powered Prioritisation and Strategic Alignment
Product teams struggle with decision-making not due to lacking frameworks, but because important decisions involve competing priorities and incomplete information. AI transforms this from high-stakes events into continuous, evidence-based exploration.
Read the full article 02 February 2026
aiproduct-discoveryresearchstrategyinnovation
Discover Phase Mastery: An Approach for AI-Native Teams
Discovery processes don't lag because teams lack research capabilities—they struggle with critical judgment calls about what to investigate, when to conclude research, and how to interpret findings. AI dramatically lowers the cost of these activities.
Read the full article 23 January 2026
product-opsaistrategymonetisation
Monetisation Strategies for an AI-Native Product Ops Playbook
A guide to monetisation strategies for the AI-Native Product Ops Playbook, covering digital products, team licensing, and cohort-based courses.
Read the full article 22 January 2026
aipromptingllmpractical-aitechniques
Prompting Is Dialogue, Not Instructions
Effective AI interaction requires treating prompting as multi-turn dialogue rather than single-instruction commands. The key is sequencing and attention-priming over clever wording.
Read the full article 14 January 2026
product-opsproduct-teamsaiinnovationstrategy
Why Your Product Team Is Stuck (And It's Not Your Fault)
Your product team is not stuck because of effort or capability. The operating model is the bottleneck, slowing synthesis, prioritisation, and experimentation.
Read the full article