WHAT WE THINK
Insights that
drive action
What we've learned from 200+ assessments, and what it means for your product, tech, and team.
From Writing Code to Validating It: The Engineering Manager's New Job
When AI writes the code, your job becomes proving it works. Testing, security, and quality move upstream. What AI Slop costs teams that don't adapt.
Wilco van Duinkerken
CTO
Unwinding the Fidelity: How to Review AI-Generated Prototypes Without the Chaos
AI prototype reviews collapse into chaos because every layer of feedback arrives at once. A 5-stage technique to give human cognition the structure it needs.
Wilco van Duinkerken
CTO
AI Is a Magnifier, Not a Magic Wand
AI coding doesn't fix bad codebases, it accelerates them. What pace layers, the simplicity cycle, and cognitive debt teach us about scaling under AI.
Wilco van Duinkerken
CTO
The Missing Handovers: Why AI Speed Costs You the Conversations That Catch Bugs
AI compressed development from weeks to hours. The conversations that used to catch bugs disappeared with it. What was lost, and how to build it back.
Wilco van Duinkerken
CTO
Closing the Gap Between Commercial Ambition and Product & Tech Reality
Founders operating on two misaligned tracks: commercial promises vs. actual product/tech reality
Wouter Neyndorff
CEO
Introducing Scaleflow
AI-powered self-scan delivers product/tech clarity in hours, not weeks. Built by operators.
Wouter Neyndorff
CEO
Why AI-Driven Companies Must Rapidly Incorporate New Models: The Adaptability Advantage
Companies that rapidly swap and upgrade AI models maintain margins, speed, and customer satisfact...
Wouter Neyndorff
CEO
IP Value: Assessing Innovation Defensibility vs. Integration Expertise
Proprietary IP commands 2-3x higher exit multiples than integration-only companies; identify them...
Wouter Neyndorff
CEO
Beyond the Pipeline: Revenue Acceleration Through Technology Choices
Modular architecture, security isolation, integrations, and pricing flexibility unlock new markets.
Wouter Neyndorff
CEO
Roadmaps that drive Product ROI
ROI-driven roadmaps that align teams, tools, and revenue around clear business cases.
Wouter Neyndorff
CEO
The Uncertainty List
Surface unknowns daily, tackle them in planning, and turn confusion into collective knowledge fast.
Wilco van Duinkerken
Co-founder
Three types of Business Cases for Product teams
Use back-of-napkin, roadmap-ready, and execution-ready business cases to align teams and prioritize.
Wouter Neyndorff
CEO
Accelerating Success: Boosting Your Team’s Learning Rate
Teams that outpace competitors in learning win. Track expectations, document lessons, iterate...
Wilco van Duinkerken
Co-founder
What an ROI Signal in Your Roadmap Actually Means
An ROI signal on a roadmap initiative is not a promise, it is a hypothesis. Here is what it actually tells you, how it connects to your three buckets, and what to do when the signal is weak or missing.
Wouter Neyndorff
CEO
Calculating an Approximate ROI for Each of Your Roadmap Items
You don't need perfect data to put a number on your roadmap initiatives. Use the sprints-based investment formula and a back-of-napkin business case to start making better prioritisation decisions today.
Wouter Neyndorff
CEO
How Companies Are Rethinking Growth in 2024
After years of growth-at-all-costs mentality, leading organizations are finding a new equilibrium..
Wouter Neyndorff
CEO
The Future of Enterprise AI: Practical Applications for 2024
Explore how leading organizations are leveraging artificial intelligence to transform their...
Wouter Neyndorff
CEO
When Process Becomes the Problem - Why Opening Doors Beats Building Walls
When process overload is the symptom, fix trust and context with human contact
Wilco van Duinkerken
Co-founder
Implementing Rodeo Service - A Field Guide for Technical Leaders
Human-first, rotation-based lane for urgent issues that rebuilds trust fast.
Wilco van Duinkerken
Co-founder
Improve Your Roadmap Priorities by splitting into 3 buckets
Use ROI signals to align vision, feedback, and capacity into clearer roadmap bets.
Wilco van Duinkerken
Co-founder
Reviving Cost Awareness in Product Engineering
Bring back euro-based cost thinking to sharpen roadmap bets and reduce uncertainty
Wilco van Duinkerken
Co-founder
Managing roadmap complexity with limited capacity
Mix top-down strategy with bottom-up feedback to optimize ROI within team capacity.
Wouter Neyndorff
CEO
Capacity insights required for a healthy Product ROI
Capacity is time plus knowledge: balance team deadlines with skill gaps for realistic roadmaps.
Wouter Neyndorff
CEO
The challenge is shifting from tech to product
Growth risk moves from core tech to product choices and ruthless prioritization.
Wouter Neyndorff
CEO
Building Resilient Organizations in Uncertain Times
Key strategies for developing organizational agility and maintaining competitive advantage...
Wouter Neyndorff
CEO