Summit Forge LabsStart with one operation

Summit Forge Labs · Contractor operations lab

A control layer for contractor and service-business operations.

Summit Forge Labs is a small operations lab. We turn scattered field-to-office work — intake, handoffs, follow-up, records, and the parts that keep breaking — into bounded, reviewable systems, then automate only what is safe to automate.

The work runs through a person and a reviewed AI team: the agents draft, sort, and flag gaps; a human approves anything risky before it happens.

Want to see how a reviewed AI team actually runs the work? See how the work runs →

No deleting, spending, customer contact, account changes, publishing, or deployment happens from a review without your say-so.

What Summit Forge Labs is

A small lab. Human judgement, a reviewed AI team, and boundaries in writing.

Summit Forge Labs is an operations and automation lab, not a broad AI agency. The work runs through a person and a coordinated AI council that drafts, sorts, and flags gaps under human review. The difference from most automation is what stays visible: the source trail, the open questions, and the line where a person has to approve anything risky.

  • Source stays visiblecleaned output sits next to the original fragments
  • Humans hold the decisionsAI prepares; the owner approves
  • Risky actions waitno send, spend, delete, or deploy without approval

How the work runs

We run an operation the way a good shop runs a job.

Every engagement follows the same six moves. Each one leaves an artifact you can inspect, correct, and hand to someone else. Automation is the last step, not the first.

  1. 01

    Collect the source

    Texts, photos, forms, and folders pulled into one place instead of five.

    Artifact · source tray
  2. 02

    Sort the mess

    Duplicates flagged, names normalized, and the canonical copy chosen.

    Artifact · priority map
  3. 03

    Map the handoff

    Who does what, in what order, and exactly where the work breaks now.

    Artifact · current-state map
  4. 04

    Write the working rule

    An SOP a real person can follow without asking three other people first.

    Artifact · SOP draft
  5. 05

    Review with the owner

    The AI council drafts, sorts, and flags gaps. The owner decides. Sign-off is on the record.

    Artifact · owner + approval map
  6. 06

    Automate the safe parts

    Only the repeatable, reversible pieces. Risky actions stay behind approval.

    Artifact · safe-action boundary list

What the lab works on

A few lanes, one operating method.

Each lane names the work it takes on, the artifact it produces, and where the approval line sits. No single lane is the whole company — paperwork cleanup is one small, inspectable example, not the headline.

Service lane

AI Operations Support

Recurring admin bottlenecks: intake, follow-up, internal review, and draft queues that pile up faster than a small office can clear them.

  • Outputreview queues, drafts, owner + approval map
  • How it runsSFL uses Hermes/AI agents in delivery — the agent layer is not hidden
  • BoundaryAI prepares and drafts; humans approve external or high-risk actions
See AI Operations Support →

Operating method

Agentic teams

The method behind the service, not a magic product: a small team of AI agents with defined jobs, checked against real evidence, with a human approval gate in front.

  • Outputplanned, checked work with an evidence trail
  • Why a teamagents that have to disagree catch what one confident model misses
  • Boundaryno agent gets the last word on a risky action — a person does
See how the work runs →

In development · teaser

Field & mobile tools

Internal field-to-office tools and mobile concepts being built and tested. They are not a public product offer yet.

  • Outputprivate prototypes and internal operator tools
  • Statusin development; tested before anything is offered
  • Boundaryno public product claim until it is real
See what is in development →

Physical work

3D scanning & reverse engineering

Some parts do not have a download link — they are worn out, discontinued, or specific to one site's equipment. We scan, measure, remodel, and print replacements or prototypes using engineering-grade filaments and enclosed, heated printing.

  • Outputscan → CAD model → printed part, plus fixtures and mockups
  • Best fithard-to-find, out-of-production, broken parts, and custom branded pieces
  • Boundaryfit, material, and use-case reviewed per job; safety-critical parts may be declined
Bring a part to reverse-engineer →

Proof wedge

Paperwork cleanup

One concrete, bookable lane: field-to-office paperwork drift — buried quotes, phone photos, missing approvals, and duplicate files pulled into a reviewable system.

  • Outputsource tray, cleaned SOP, records ledger, closeout handoff
  • Proof todayprivacy-safe sample records you can inspect on the page
  • Boundarysource retained; nothing filed-for-real or sent without approval
See the paperwork sample →

Proof

Proof should look like work, not marketing.

The lab produces things you can hold and inspect: scanned and reverse-engineered parts, CAD rebuilt from a physical object, and reviewable operating records. Nothing here is a stock render or a borrowed logo.

  • Real objects and real recordsprinted parts, rebuilt CAD, and reviewable operating artifacts — not marketing renders
  • Gaps stay visiblemissing owners, unmatched photos, fit questions, and open items are logged, not hidden
  • Prepared, not executedsends, spend, and deploys wait for owner approval; risky parts get reviewed first

Operating rules

Useful systems keep the source trail visible.

Workflow first

Clean up the process before trying to automate confusion.

Human review stays visible

AI can help draft, sort, and flag gaps. Final records should stay reviewable and source-linked.

Risky actions need approval

AI prepares and surfaces the work. A person approves sends, deletions, spending, account changes, publishing, and deployment.

Summit Forge Labs does not send, delete, spend, change accounts, publish, or deploy from a review without your explicit approval.