Lightforge Works — Advisory · Infrastructure · Apps

Middle-market enterprises don't need another software platform. They need an adaptive reasoning layer.

We teach your people to run real work through AI. We build the apps they can't build themselves, and when work is ready to automate, we automate it.

A simulation of the work processes we build. The figure runs itself. Click an item or a chip to drive.

EXHIBIT A — the purchase-order exception app, running at the client

1 · Intake — real work

click an item to steer the stream

2 · The decision

the odds shift as context changes

auto — the engine runs this

The distribution starts wide open:

auto-clear24%
route to ops36%
escalate to controller21%
hold19%

3 · Audit trail

every judgment logged

context: 0 decisions

the work sets the question · the chips decide what is allowed · the log decides what comes next

Simplified: the real thing weighs thousands of considerations, not four. It reads your contracts and history the same way at any size.

§2The architecture.

Your team already uses AI. Our job is to make them better at it. If your team runs financial analysis through Claude or ChatGPT, you have seen the limit. The chat forgets your business between sessions, and no auditor can follow what it did. We build the layer that fixes both. Every price is fixed before you commit, and every engagement ends in a product you own.

Tier 01 · Advisory & Audit

The teaching layer

A Working Session, a five-day Sprint, or a First Two Weeks engagement. Each ends in a verdict, a prototype, or a spec.

Advisor · Builder · Operating Partner · Managed Hours · Fractional CI Manager. The same people, month after month.

See the Advisory →

Tier 02 · Reasoning Substrate

The layer underneath

It connects to what you already run and keeps the state and the memory. Every judgment goes into an audit log your auditor can read.

See the Infrastructure →

Tier 03 · Living Modules

The apps

One workflow per app, running in 30 days on ForgeWorks; audit log on from day one, source in your repo on exit.

See the Apps →

§3The proof.

One workflow per app. The apps ship with the controls your IT team needs to govern them.

Up to the edge of personal use, we teach your people. Past it, we build and run it.

PO Exception Management: ~$1.7M annual revenue lift at a middle-market industrial distributor.

A Working Session ends in a verdict. A sprint runs five working days. If the app isn't running in 30 days, you don't pay for it.

You can also buy through partners you already work with. Partner details

ForgeWorks Consultant

Ask me anything about your workflow.

Your ForgeWorks

0 modules

No modules yet. Chat to explore what fits your workflow.