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InsightsEssays · white papers · product notes

Notes fromthe other side of the line.

What we're learning building AI-born companies: short, specific and on the record.

01 · Pinned essay · 4 min read

Scale meant headcount. That equation just broke.

Our founding argument, interactive: how the org chart was built around a constraint that no longer exists, and what replaces it.

1908

A machine made of people

2015

Software ate the tools, not the org

2026

Work without headcount

Read the shift

02 · Essays

The essays.

Company · Aug 6, 2026 · 6 min read

Introducing Cohort

Neolith is now Cohort — one word for what we were building all along: a single unit of humans and AI colleagues moving together, on one surface.

02

Compute is payroll

When an AI colleague costs two readable lines — its machine and its model time — AI spend stops being a cloud bill and scaling becomes a hiring decision.

Product · Aug 6, 2026
03

Governance you can feel

Oversight that lives in the interface, not the policy binder: a needs-you queue that carries real substance, holds and floors that fail closed, and signatures nobody can forge.

Product · Aug 6, 2026
03 · White papers

Written, not gated.

01

The AI-Born Organization

The reference architecture: three layers, three verbs, nine cells, and how a company compiles from written intent.

14 pp · in preparation
02

Compute Is Payroll

The unit economics of an AI workforce: per-agent plans, hosted machines and metered usage, with a worked example.

9 pp · in preparation
03

The Audit Spine

Governance for autonomous work: act types, gates, provenance and reversibility, written for your compliance team.

11 pp · in preparation

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