Daybreak Forge · custom work

When the off-the-shelf packs aren't enough, we build the department.

Daybreak Forge is the custom-work arm of Lightwork. We author bespoke agents and whole departments for your operation, custom regime packs, system-of-record connectors, regulated deployment (self-hosted, air-gapped, or hosted by Daybreak Labs), and validate every one of them fail-closed before it ships.

Private alpha · design partners only Fail-closed before it ships Same gate as every library pack Self-hosted, air-gapped, or hosted by us Snapshot and rollback at any point
01 What we build

Bespoke labor, built and validated with you.

The library covers most regulated work out of the box. Forge is for the rest: the workflows, jurisdictions, and systems that are particular to your operation.

01

Custom agents & departments

Agent and department authoring for a specific business: the roles, tool sets, and risk ceilings your operation actually runs on.

02

Custom regime packs

Jurisdiction, regime, and compliance packs built for the rules you answer to, with least-privilege scoping on every agent.

03

System-of-record connectors

Governed connectors into your CRM, ERP, and ticketing: the surface between agents and the systems that matter.

04

Regulated & air-gapped deployment

Deployment engagements for regulated and fully disconnected environments: self-hosted on your hardware, air-gapped, or hosted by Daybreak Labs. Your data and your keys, either way.

05

White-glove onboarding

Onboarding and design-partner programs that take you from one scoped workflow to a governed department in production.

06

Fail-closed validation

Every one of them validated fail-closed before it ships: every capability denied by default, then rights opened deliberately, one scoped grant at a time, through the same pack quality gate as the library.

Every Forge-built pack reads from and writes to Cortex, the company brain, under the same audit as the library: the governed, tenant-exact memory of what your company knows, the skills it has learned, the lessons it has proved, and the Operating Record, encrypted with your keys and never pooled across customers.

02 The Agent Factory

You describe the business. Lightwork synthesizes the department.

The Agent Factory takes a description of your operation, or a demonstration of the work itself, and produces a validated, custom department pack. Describe the job, or let it watch a person do it (observed actions and narration, secrets redacted at the door) and synthesize the agent through the same governed intake. It ships fail-closed, safe by default, every capability denied, then opens rights deliberately, one scoped grant at a time.

pack quality gatefail-closed by default
# a synthesized department clears the same gate as the built-in packs
bounded persona, per agent✓ PASS
least-privilege allow-list✓ PASS
explicit deny-list✓ PASS
risk ceiling set✓ PASS
ship before it validates✗ BLOCKED

Fig. 03 · A synthesized department clears the same gate as the built-in packs. It cannot ship before it validates.

Held to the standard, not exempt from it

A Forge pack inherits the same governance, least privilege, and quality gate as every specialist in the library: the same gate every built-in pack clears. Custom work is held to the standard, not exempt from it.

And the factory improves itself. It mines every provisioning and approval gap from real runs back into how it builds the next pack, so each department is better-scoped than the last, never wider, with a human review gate always appended.

03 How an engagement works

Scope one workflow. Hand off a governed department.

An honest, bounded engagement, small first, reversible throughout, and yours to run when we're done.

01
Scope
We pick one workflow that matters and define exactly what success looks like.
02
Author & validate
The Agent Factory synthesizes the pack; it clears the fail-closed quality gate before anything ships.
03
Deploy
It runs self-hosted, air-gapped, or hosted by Daybreak Labs, on your data, under governance.
04
Hand off
You own and operate it, governed and reversible, snapshot and rollback at any point.
05
Prove
Every action lands in the signed, tamper-evident Operating Record you can verify offline.

Every action a Forge-built agent takes clears the same governance gate as the rest of the platform — checked for scope, policy, safety and budget — and lands in the signed, tamper-evident Operating Record you can verify offline. Self-hosted, air-gapped, or hosted by Daybreak Labs: log in and go.

Get started

Tell us about the work no pack covers yet.

We're working with a small number of design partners in regulated industries. If you have a workflow that needs a department of its own, let's scope it.