What we learn,
we publish.
Field guides, whitepapers, the terms we define, and the standard we hold our own numbers to. Every figure carries a publisher, a date and a denominator — including the ones that count against us. Explore the Autonomy Window operating protocol and the Metabolic Record of public claim decisions.
How to Bloomscale a Company
Do not scale the campaign. Scale the reason one customer creates the next. The canonical Bloomscaling definition, expanded into a seven-part qualification test, six-part growth system, 90-day founder playbook, bot-of-mouth model, failure cases and seven-line scorecard.
Read the operating playbook The formal doctrine and measuresAgentic-Native Company
Agents are operating actors, not a software feature. A testable definition of the company built around them — with a seven-part qualification test, operating anatomy, language map, evidence standard and the line between agentic operation, living design and human command.
Read the field guide Édition française How a living company differs The agentic entrepreneurAgentic Venture Studio
The phrase is spreading faster than its definition. A testable account of where the agents work, what they may decide, and what evidence should count — with a six-part qualification test, a two-axis category map, eight public positions, the diligence questions and the limits attached.
Read the field guide How the Living Venture Studio differsArtificial Business Life
Capability is doubling every three months. Reliability is not. What it would mean for a company to be alive rather than merely intelligent — the definition, the four-tier ladder from AI-assisted to alive, the five vital functions with a dated feasibility verdict for each, and the seven documented reasons it might not work. It names six widely circulated numbers we declined to publish, and why.
Read the whitepaper The canonical definitionExponential Organic Growth
How AI-native companies reach billions in revenue with small teams and little ad spend — the metric that now decides valuation, the gross-margin constraint that governs it, and the growth loops behind Cursor, Clay, Lovable, Midjourney and Gamma. It also names three widely circulated figures we could not source, including one we had published ourselves.
Read the whitepaper Bloomscaling — the verb, defined The manifesto — the method, the seven measuresThe AI-Native Advantage
Why companies born with an agentic core outrun companies retrofitting one — the data, the architecture, and what it means for the next decade of company-building. Architecting the 2030 enterprise, and the next generation of Swiss champions.
Read the whitepaperThe terms we define.
Each of these is defined once, on the fact surface, and referenced everywhere else. Licensed CC BY 4.0 — quote them, use them, build on them.
How we publish.
New research, when there is research.
We publish when we have something sourced enough to defend — not on a schedule. Every figure carries its publisher, its date and its denominator.