Company · Daybreak Labs

An AI lab for agentic workforces you can prove.

Daybreak Labs is an AI lab that specializes in agentic workforces, built on an unusually strong foundation of compliance and governance. The point is simple: the people who run regulated operations can trust what the agents do, prove it to an auditor, and therefore actually put them to work. Lightwork is the product that carries all of it.

Private alpha · design partners only AI lab for agentic workforces Five gates on every action Operating Record · signed, hash-chained Cortex · the company brain
01 The thesis

Agents will do enterprise work. The question is whose governance they run through.

Frontier labs build smarter models. That race is commoditizing by the month. The hard part, and the durable one, is the workforce around the model: governance bound to every action, an audit trail that's tamper-evident and verifiable offline, service levels the runtime enforces, and a workforce that improves under proof. Trust is not a feature we added; it is the foundation everything else is built on, because in regulated work an agent nobody can vouch for is an agent nobody is allowed to use.

01

Governance bound to every action

Every action checked for scope, policy, safety and budget, then a signed audit.

02

An audit trail that's tamper-evident

The Operating Record: signed, hash-chained, verifiable offline.

03

Service levels the runtime enforces

Enforceable service levels and an exception desk when a whole function moves onto the workforce.

04

A workforce that improves under proof

Every change proven on held-out work, shipped as a watched canary, reversible and audited. What it learns lives in Cortex, the company brain.

02 What we build

One product, Lightwork. Seven ways to put it to work.

Everything below runs on the same governed spine: every action checked for scope, policy, safety and budget, then written to a signed audit.

How they fit. The platform governs. Cortex remembers. The departments do the work. Fleet Governance brings outside agents under the same record. Autonomous Compliance replaces the compliance platform with governed agents. Forge builds what no department covers. Autonomous Shoring is the engagement that moves an entire function onto all of it.

03 Contact

Let's scope one workflow.

We're working with a small number of design partners in regulated industries. If that's you, the fastest start is a short call on one real workflow.

Get in touch
chris@daybreakailabs.com
Phone
(423) 322-9722