// Commercial heat treaters · Contract review
Every PO, print and customer spec read into a one-page contract review before anyone accepts the job.
A job arrives with a purchase order, maybe a print, and a specification number that may or may not have a revision on it. Before anything is charged, someone has to decide whether your shop can run it and whether enough is known to start. In a free AI proof of concept, AI reads copies of 20 to 30 orders you have already reviewed and writes the one-page contract review, with every conflict and blank named. Your reviewer, the colleague who knows your order acceptance best, holds it against the review your team actually completed.
- Past orders
- 20 to 30
- Jobs accepted by the AI
- None
- Recipes set
- None
// The one job
From three documents to one page the person accepting the job can read
The PO says what the customer is buying. The print carries the callouts. A customer specification may add a testing frequency, a marking rule or a packaging instruction nobody repeated on the order. Your front office boils that down to one decision: can we run this, and do we know enough to begin? Some shops call it order review, and the trade press calls it contract review.
In the test, AI reads copies of those documents and writes a one-page review: the process and the specification revision named, hardness and case depth callouts, testing frequency if one is stated, packaging and marking requirements, and a list of the conflicts or blanks a person must clear. It doesn't accept the job, pick a furnace or decide which document governs.
open items listed
// What makes it hard
What a heat treat order leaves out, and what it hides
Commercial orders run thin. A 2021 Thermal Processing column by a heat treater's quality director notes that commercial heat treating has loose purchase order requirements, that contract review applies to every job anyway, and that his shop has more than one person go over each contract. The Metal Treating Institute's one-page purchase order checklist shows what a complete order would carry: material condition and heat lot, machining or grind stock, the hardness range, case depth stated as total or effective, whether every piece must be hardness tested, where to test and where not to, how many pieces, straightness or flatness, secondary steps such as blasting or rust preventative, finish expectations like bright or no scale, packaging if it differs from how the parts arrived, and handling from bulk to white-glove. The draft walks that list against each order and writes down only what it found.
The review asks whether you can run it, not only what it says. A 2019 Thermal Processing column describes contract review as confirming you have the staff, approvals and equipment, against documented limits such as the range a furnace is qualified for and the tests you can perform afterward. A job asking for a test your lab doesn't offer can't be accepted. The person doing the review need not understand metallurgy, it says, but must know those limits and when to stop and ask quality or engineering. Trade writing also warns buyers against assuming a shop that anneals can case harden a gear, or that a belt line suited to small steel parts can take large castings. Share your process and capability list and the draft marks where an order seems to reach past it, for a qualified person to decide.
The documents disagree, and no rule settles it for you. A December 2021 column in the same magazine says conflicts between a purchase order and its drawing, or a purchase order and a referenced specification, are common, and that some quality people treat the PO as superseding while others give the drawing that weight. It ties the answer to your own quality system and risk tolerance, and recommends documenting the issue on the PO or in writing instead of taking a verbal change. The author says that when a customer won't correct a conflict, his company returns the work. So the draft quotes each document and says where it sits, and never names a winner. How your shop settles it stays with your staff, and this page is not legal or engineering advice.
Revisions and defaults hide in the customer's own paper. One automotive supplier's posted heat treat specification expects its heat treater to hold the latest drawing revision with any purchase specifications, listing requirements such as incoming material, case depth, surface and core hardness, hardenability and sampling. It treats case depth as total when the paperwork doesn't say total or effective, falls back on SAE J423 when no method is named, and allows no rework without prior approval from its receiving plant metallurgist. A 2020 Thermal Processing column adds a caution from the buying side: standard remarks on a PO can carry obsolete requirements once an internal procedure changes. The draft copies each revision exactly and shows a blank revision as a blank, because a number that is old or missing changes the job.
What your reviewer checks. That's usually whoever accepts jobs at your shop, or your quality manager. An article on running a heat treat audit, first printed in Industrial Heating and reprinted in Gear Technology in 2013, tells auditors to cross-index each part number to its drawing, its specifications with their testing requirements, and special needs such as distortion or handling, and to ask whether the shop uses a procedure for reviewing design and specifications against loading method, process and equipment. Your reviewer holds each draft to that same kind of standard: callouts copied correctly, real conflicts named, none invented, and nothing marked accepted.
// What you send
Orders your front office already worked through
20 to 30 past orders
For each, the customer PO, the print and any specification pages you received, plus the contract review your team completed. Include one that came back with a question and one you turned down.
Your capability list
Processes, furnace types and sizes, documented limits and the tests you run in house, in whatever form your contract review staff use them.
Customer quality requirements
Supplier manuals, standing instructions and standard PO remarks for the customers in the sample, where your agreement with them allows sharing.
Your review form
The checklist or form your front office fills in today, so drafts come back in a shape your reviewer recognizes.
An NDA, and no way in
Signed before a page moves. No login to your shop system, no furnace control, no customer portal and no live order. If a print can't leave your building, we build look-alike orders with you that keep the same callouts and conflicts.
// Before it starts
Settled before any order is copied
The owner and the person who accepts your jobs write these down together.
- Your reviewer
- Named by the owner, usually whoever accepts jobs or the quality manager
- When documents differ
- Your own rule for a PO, print and spec that disagree, if you have one
- Success criteria
- In writing: callouts right, real conflicts named, none invented
- Who accepts
- A qualified person on your staff, always
- Price
- A range for running it live, given before any order is copied
// How it's scored
Your completed review, beside the draft
| On the same 20 to 30 orders | The review your team did | The AI draft |
|---|---|---|
| Process named, with specification and revision | Filled in from your orders | Filled in from your orders |
| Hardness and case depth callouts, total or effective as written | Filled in from your orders | Filled in from your orders |
| Testing frequency, location and piece count if stated | Filled in from your orders | Filled in from your orders |
| Material, condition and heat lot details | Filled in from your orders | Filled in from your orders |
| Packaging, marking and handling requirements | Filled in from your orders | Filled in from your orders |
| Conflicts among the PO, print and specification, each side shown | Filled in from your orders | Filled in from your orders |
| Blanks a person must clear before acceptance | Filled in from your orders | Filled in from your orders |
| No job marked accepted and no recipe named | Filled in from your orders | Filled in from your orders |
| Time from paperwork in hand to a review ready to read | Filled in from your orders | Filled in from your orders |
// After a yes
Roughly 30 days on incoming orders
After your reviewer's yes, new orders get a one-page review as their paperwork arrives, for about 30 days.
A qualified person on your staff reads each one, clears the open items and accepts or declines the job. Scoring carries on through that month, and whether anything follows is a separate choice with its own price.
// Possible next jobs
What could follow the contract review
- 01Next
Heat treat certificate packages
The certificate at the end of the job built from your records and held against the same requirements the review listed, for your quality manager to sign.
- 02Then
Quote requests on repeat parts
A request for a part you have run before matched to those earlier jobs for your estimator to confirm or change.
- 03After that
CQI-9 assessment evidence files
Records collected by section ahead of your annual self-assessment, with nothing scored.
// One hard limit
It never accepts a job and never sets a recipe.
The proof of concept uses copies alone. It never touches your shop system, a furnace control, a live certificate or a live order, never judges a hardness reading and never signs anything. It lists what an order asks for and what is unclear, and it stops there. A qualified person accepts every job, a quality manager signs every certificate, and defense and aerospace work stays out of the sample.
Priced per job. You get a range before the proof of concept and a fixed price before you sign.
Two counts set the range: orders reviewed each month, and how many customers send their own specifications or supplier manuals with them.
// Questions
Contract review questions
Will the AI accept a job or choose the furnace and recipe?
Many of our POs just say heat treat per print. Can it work with that?
The print says one hardness range and the PO says another. Whose number goes on the review?
Can we leave out customer specifications we aren't allowed to share?
Does this change what our registrar or customers expect from contract review?

Rob Eason, founder
// Book a proof of concept call
Bring the kind of order that made you pick up the phone.
Rob's call runs 30 minutes: your processes, your role, which job to test and about how many orders your front office reviews in a month. Prints, POs and specifications stay put until the NDA is signed.
- Co-owned a 60-employee financial services firm and sold his share to his partner.
- Ran GOSO Technologies, a Boston solar company rated 5/5 across 24 Google reviews.
- 5/5 across 83 reviews in HighLevel's Certified Admin Directory.
- 4.3/5 from 6 Google reviews of Massmarket AI.
- Every directory and Google review, critical ones included, is shown word for word at massmarket.ai/reviews.
- Takes every proof-of-concept call himself.
