AI magnifies what's already there.
It amplifies the strengths of high performing organizations and the dysfunctions of struggling ones. Most leadership teams are applying AI to broken processes and wondering why the outputs are broken.

The AI-Native Operating System
$684 billion went into AI last year. Over 80% did not deliver. The gap is not the technology. It is the operating system around it. That is what we install.
Start where you are
The AI conversation is different at every seat in the org. Pick the one that fits, and we will show you how we work with people in that role.

Open cohort starting June 8, 2026. 8-week experience. Become the PM your team turns to when AI ships.
Apply for the June 8 cohort →

You have AI spend. You cannot show what it bought. We install the system that makes it compound.
Make AI spend compound →

We close the gap. Spec discipline, eval frameworks, workflow redesign. In 8 weeks your teams ship AI together, not past each other.
Close the AI gap →

We are the only firm that hands you a production-ready operating model, frameworks, and proof, in weeks not quarters.
Own the AI transformation →
What we mean by operating system
Specs that execute. Evals that survive model swaps. Workflows designed around AI, not retrofitted. Delivered by senior operators, running on the Kairos platform.

The numbers
$684B
Invested in AI in 2025, 80% failed to deliver intended value.
McKinsey, 2025
95%
Of generative AI pilots never reach production.
Gartner, 2025
84%
Of AI failures are leadership and process failures, not technology failures.
MIT Sloan, 2025
Aug 2026
EU AI Act bulk applicability deadline. Fines up to 7% of global turnover.
European Commission
Our point of view
It amplifies the strengths of high performing organizations and the dysfunctions of struggling ones. Most leadership teams are applying AI to broken processes and wondering why the outputs are broken.
Tooling is commoditized. The durable advantage is the operating model: how teams specify work, measure quality, design workflows, and govern decisions. That is where the gap compounds.
Companies that build to high risk standards from day one make products that are globally lower risk for investors, partners, and enterprise buyers. That is a valuation premium, not a compliance cost.
Operating model, talent development, measurement, governance. These are the fundamentals that compound. Skipping them produces the $7.2M average sunk cost.

From the team behind Kairos
1,000+
product professionals trained
14
countries
280+
hours of live training in 2025
60+
combined years of practitioner experience
We were able to achieve real progression very quickly in just one day. Many things we learned are being used in day-to-day collaboration now.
The session helped me reflect on the most repetitive tasks in my daily work and gave me clear tips on which generative AI tools I can use. We worked hands-on and also addressed security concerns.
What we do
2 weeks
The fastest way to understand why your AI investment is not compounding and what to do about it. Board-ready diagnosis, Maturity Model placement, 90-day roadmap.
8 weeks
The transformation engagement. 6 modules on the Kairos platform. Open enrollment for individual PMs or enterprise cohorts.
We start with product and engineering. The same operating system extends to marketing, sales, operations, and finance.
The team
Sixty combined years shipping product at Amazon, Miro, Usercentrics, Simpplr, Typeform, Lokalise, Smallpdf, and Product Circle.

Methodology and Senior Practice

Senior Practice and Regulated Industries

Product Operations and Delivery

Product Practice and Community

Where to start
Two minutes. Honest read. No email needed.