Skip to content
ANVIL / Production numbers
ANVIL

Your export. Verified numbers.

ANVIL is row-by-row interrogation of a manufacturer's own production data, with a machine that refuses to guess. It works with any ERP or accounting system you already run. No integration project. No API dependency. Just the export your system already produces and verified findings you can tie to your own ledger.

Actual · Numbers · Verified · In · the Ledger

The LegacyForge emblem anvil on a dark factory floor, gold circuit traces waking robotic production stations
From the anvil outward

Production numbers from the exports your floor already generates.

How you start

Export, hand over, verified back.

The setup function is deliberately boring. You already know how to pull the report. We already know how to read it. Same-day turnaround is the demo that earns the pilot conversation.

01

Export from the system you already run

Pull a labor or production export from your ERP or accounting system. CSV or Excel is fine. If the file needs a clean CSV, we convert it on our side and keep your original as the court of record.

02

Hand it over

Send the file through the channel we agree on. Before it lands, we ask one mapping question if we need it: which column identifies the machine or work centre. That kills the round trip on the day speed is the pitch.

03

Verified numbers back the same day

File lands, verified findings return the same day. Speed is the demo. You get baselines tied to your own system totals, reconciliation you can check to the third decimal, and named numbers with chips that say measured, derived, held, or blocked.

04

Reconciliation before anything ships

We reproduce your summary numbers exactly under your convention and explain every delta. Rows in equal rows accounted. Hours in equal hours out. The adapter refuses to write on any mismatch.

05

Pilot when the numbers earn the next stage

The engagement arc is audit, evals, deployment. Each stage earns the next. A ninety-day pilot proves the instruments on your floor before anyone talks about a bigger rollout.

Works with any ERP

We read your export. Not your API.

The method is ERP-agnostic. Every production company's system exports the same long-format labor postings. We adapt to your columns, reconcile to your reports, and refuse when the file will not support an honest number.

Your system already has the data

Every manufacturer's ERP or shop system records labor postings in long format: one row per phase, per employee, per date. SYMAN, JobBOSS, E2, Epicor, Global Shop, and the rest all export the same shape. You run a report you already know how to run. We read the file.

No integration project

We do not ask you to rip out NetSuite, wire APIs, or install anything on your floor. ANVIL adapts to your export columns, reconciles rows in against rows out to the cent, and refuses to write if the math does not tie. Build on top of what already exists.

It could have printed a number. It refused.

Aggregates absorb outliers. Pivot tables blend spreads into one figure. ANVIL interrogates row by row and stops when the file cannot support a honest claim. A blind instrument's zero is unmeasured, not savings. That discipline is the product.

Any cell back to source file and row

Every externally named identifier traces to its exact source row. If you cannot show the client what the system is doing, they will never trust you. Our warehouse trace is the audit trail made literal: verified numbers with a defense card for every figure we print.

The doctrine

Actual Numbers, Verified, In the Ledger.

This is not a tagline. It is the verification gauntlet every artifact runs before it reaches your inbox. We are the authority, polite in delivery and ruthless in substance. Your GM sensed the opportunity. We help them prove it with numbers their tools cannot see.

A

Actual

Numbers pulled from your file, not a model's guess. Hours are the real artifact. Dollars stay labor-only floors until your rate arrives, and the moment you supply yours we re-rate everything and lead with the correction.

N

Numbers

Single lines hidden in thousands that averages mechanically cannot see. Setup floors from your own history, indirect time sized honestly, short-run economics for quoting. Lanes overlap by design and we never add them aloud.

V

Verified

Builder plus adversarial verifier, always. Claim scope equals check scope. Pre-send verification on everything external. Whose number is right? Ours, proven two ways: we reproduce yours exactly, then keep the fixes your report dropped.

I

In

In your ledger, in your convention, in language your controller can re-run. We blame defective reports and conventions, never people on your floor. Your champion stays the insider who was right.

L

the Ledger

Every correction to history is caught and reported. Append-only change ledger across the engagement. The integrity behind the numbers is what stands behind every figure we do print.

Commercial shape

Flat pricing. Nothing contingent.

No share of savings. No percentage back end. One site, one check, one honest pilot you can shut off if the data disappoints.

Ninety-day pilot · one production site

$25,000all-in

$10,000 setup plus $5,000 per month for ninety committed days. Continues month to month at the same price after day ninety. Cancel any time after day ninety with thirty days written notice.

  • Site setup and adapter work for one production site
  • Read-only delivery: nothing installs on your floor
  • Cadence report packs plus same-day ad-hoc pulls during the pilot
  • Day-30 and day-90 evidence gates with a shut-off test if the data disappoints
  • Month-to-month continuation at the same flat rate after day ninety, thirty days written notice to cancel

Additional sites brought in during the ninety-day pilot ride at pilot pricing. Sites added after the pilot are priced on their own terms: what the data looks like, the hookup work, and how often you get reports.

We are open to negotiating multiple-site packages and service agreements that extend beyond the month-to-month pilot.

Bring one export.

The first conversation costs nothing. Tell us what system you run and what export it already produces. If ANVIL fits, we prove it with verified numbers from your file before anyone signs a pilot. If we are not the right shop, we say so.

sales@legacyforgeai.com