The Ringelmann Effect
The hidden organizational friction behind disappointing AI returns
Bernardo Hernández
Co-founder
The diligence reality gap
Technical due diligence often evaluates how technology is described. The harder question is how the organization actually operates.
Ivan Peralta
Engineering
You Don't Need a Lamborghini to Do Your Grocery Shopping
Why AI model selection is becoming an engineering strategy.
Dave Garcia
Founder and Co-CEO
AI Will Change History, I Said So Three Years Ago
Why the next competitive advantage is understanding AI, not simply using it.
Bernardo Hernández
Co-founder
AI Usage Is Easy to Measure. AI Impact Is Not.
A technical look at the data model behind delivery impact, quality tax, cost visibility, and real AI leverage.
Ivan Peralta
Engineering
The companies that win are the ones that transform noise into understanding
Why organizing information becomes the ultimate competitive advantage.
Bernardo Hernández
Co-founder
AI-enabled engineering organizations need different KPIs
Why AI efficiency and cost visibility matter more than usage.
Dave Garcia
Founder and Co-CEO
I’ve seen this before
Why engineering visibility feels a lot like finance automation in its early days
Chase Kosich
Head of Sales and Partnerships
The AI ROI: The question you can no longer avoid
The hidden risk of scaling AI without operational visibility
Bernardo Hernández
Co-founder
The AI nobody has explained to us how to use
The missing ingredient in AI success: measurement and feedback loops.
Dave Garcia
Founder and Co-CEO
Why most engineering organizations are flying blind
Why engineering remains one of the least understood investments in business.
Dave Garcia
Founder and Co-CEO
Efficiency is becoming the defining advantage of the AI era
Why measuring efficiency will define which companies survive AI.
Bernardo Hernández
Co-founder
When technology truly changes the world
I was part of the geolocation revolution with Google Maps. An even bigger transformation is coming now.
Bernardo Hernández
Co-founder
Scaling as an investment decision
Why engineering visibility becomes critical as companies scale.
Bernardo Hernández
Co-founder
The Composition Problem
Why AI is becoming a leadership challenge, not just a tooling decision.
Ivan Peralta
Engineering
Is the manager job obsolete?
Why companies struggle to connect engineering effort to business outcomes.
Dave Garcia
Founder and Co-CEO
When technology becomes economy
The hidden layer that determines AI’s real-world performance.
Bernardo Hernández
Co-founder
Token Winter is coming
The illusion of cheap AI and the rise of uncontrolled usage.
Dave Garcia
Founder and Co-CEO
Gilb’s Law: if you don’t measure it, you don’t understand it
Why measuring performance is essential to understanding complex systems.
Bernardo Hernández
Co-founder
95% AI projects do not work
The structural reasons AI pilots stall in organizations.
Dave Garcia
Founder and Co-CEO
How to bridge the gap: I’ve always been a frustrated engineer
Why non-technical leaders struggle to understand engineering teams.
Bernardo Hernández
Co-founder
The Risk of Burning your Budget
Why “AI is working” is the most dangerous assumption companies make.
Dave Garcia
Founder and Co-CEO
The economic rationale behind AI deployment
Why AI-driven capacity growth doesn’t always create value.
Bernardo Hernández
Co-founder
Don’t blame it on the moonlight, blame it on the AI
Why AI is forcing a new standard of accountability and performance.
Dave Garcia
Founder and Co-CEO
