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Notes on building for the long clock.
Essays on building AI-native SaaS inside a studio, unit economics, and what we're learning building our brands.
7 of 39 essays match your filters
Security posture on a long hold: three programs, not a compliance event.
Identity and access, data lifecycle, and incident response are three concurrent programs that produce compliance as a byproduct. The framework Cobalt Glacier uses to retune security posture after close — and why it ends up being a topline lever.
Per-seat, usage, or platform fee: choosing the right SaaS pricing meter.
The pricing meter encodes a theory of value. Most growing B2B SaaS brands are charging on a meter that no longer maps. The Cobalt Glacier diagnostic and the remap pattern we use in the first four quarters after launch.
Channel versus direct in vertical B2B SaaS: a four-question filter.
Channel partnerships compound when the partner owns trust the brand cannot replicate. They leak economics when they don't. The Cobalt Glacier filter: who owns the trust, the implementation, the renewal, and the data.
Customer support is a margin and retention lever, not a cost center.
Run as a cost center, support erodes both margin and NRR. The Cobalt Glacier three-job framework — friction reduction, product feedback, renewal protection — typically moves support from 12–15% of revenue into the 7–9% band within four quarters.
Engineering productivity on a twenty-five-year clock.
Velocity is the wrong instrument. On a permanent-capital hold, engineering productivity is measured by change-failure rate, lead time to a paying customer, share of compounding work, and incident minutes per active customer.
Integration anti-patterns: what we deliberately do not consolidate across the studio.
Brand consolidation, product surface merging, sales pooling, support pooling, and unified billing — the five integration anti-patterns Cobalt Glacier refuses, and the willingness test that keeps the platform-brand line honest.
Building a shared services platform for an AI venture studio.
The seven functions on the Cobalt Glacier platform, the four we deliberately keep off it, and the single test — would the brand willingly buy it from us at market price — that decides whether a service belongs on the studio platform.
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