// AI for aluminum extruders
AI for aluminum extruders, tried first on profile requests or certificate files you already closed.
For custom and commercial extruders with press, finishing and fabrication under one roof, selling to building products, transportation and industrial customers. Start with profile quote requests, a customer's drawing and request read into a draft for your estimator, or with alloy and origin certificate files, a shipment's mill and plant records assembled for your quality manager. Either one runs as a free AI proof of concept on copies of 20 to 30 requests or shipments you have finished. Your ERP, your plant systems and every live quote and certificate stay untouched. Your reviewer, the person at your company who knows that work best, rules on whether it passed.
- First job
- Profile quote requests, or certificate files
- From you
- 20 to 30 closed requests or shipments, copied after the NDA
- Never
- A price, a die plan, a customs call or a signature
- Reviewer
- Named by the owner up front
- Left out
- Defense and aerospace
- Price
- Range now, fixed price before signing
// Where a test could start
From the print on the estimator's desk to the file that ships with the load
Profile quote requests
A customer's profile drawing and request read into a draft for your estimator: alloy and temper, weight per foot if stated, length, the tolerance standard named on the print, finish, fabrication, annual quantity, die status, and the items a person must decide.
See the profile quote pageAlloy and origin certificate files
One shipment's file built from mill and plant records: alloy, temper, heat or lot, mechanical and chemistry fields, country of smelt and cast where an importer is asked for it, finish records, and what is missing, for your quality manager to review and release.
See the certificate file pageRecycled content and EPD requests
A building products customer's question about recycled content or an environmental declaration, matched to the declaration your team already cites and the records behind it, for whoever signs the reply.
Bow, twist and finish complaints
A customer's complaint laid next to the lot's certificate, the print's tolerance note and the finishing record, so your quality manager opens the full file on the first read.
// Why quotes and certificates
Your closed files already show what a good draft looks like
One federal order describes the whole trade. When Commerce issued its antidumping order on aluminum extrusions from China on May 26, 2011, it spelled out the product: alloys in the Aluminum Association's 1, 3 and 6 series, hollow and other solid profiles, pipes, tubes, bars and rods. Finishes ran from mill finished through brushed, buffed and polished to anodized, bright-dip anodized, liquid painted and powder coated. Fabrication ran from cut-to-length, machined, drilled and punched to bent, stretched, knurled, swedged, mitered, chamfered, threaded and spun. One request can touch a line from each list, and on every quote in your files your reviewer can see how your estimator sorted that out. We cite the order only for how it describes the product.
Most requests start in one alloy family. The Aluminum Extruders Council calls the 6xxx series the most popular extrusion alloy class and uses 6063-T5 as its example of a full designation. So alloy, temper and finish sit at the center of both jobs: the estimator reads them to quote, and the quality manager reads them again to release.
Origin now sits in the file. Under Commerce's Aluminum Import Monitoring and Analysis system, importers, brokers or their agents obtain a license for each entry of covered aluminum products, and each application names the countries of largest and second largest primary smelt and the country of most recent cast. A notice scheduled for May 15, 2026 asked for comment on continuing that collection. A buyer that imports, or buys from someone who does, can ask your quality manager for those facts in writing, and the answer comes out of mill and plant records.
Finish standards moved this year. On May 19, 2026, FGIA announced updated versions of AAMA 2603, 2604 and 2605, now carrying the -26 suffix, with added guidance on pretreatment conversion coatings in a set last revised in 2022. A print drawn before that still names whatever edition it was drawn to, so the edition has to travel with the finish field.
Declarations carry a date. The council lists two industry-average, cradle-to-gate environmental product declarations for extrusions, one for mill finished, painted and anodized product and one for thermally improved product, built on data from 30 facilities with nearly 100 presses in the U.S. and Canada and in effect through August 2027. A reply that cites one has to say which and whether it is still current.
One limit covers both jobs. The proof of concept never touches your ERP, a plant system, a live quote or a live certificate, and it never prices a job, sets a die plan, makes a customs determination or signs a certificate. An estimator approves every quote and a quality manager releases every certificate. Rules named here are dated because trade rules change often, and nothing on this page is legal, customs or engineering advice.
// How the test runs
Closed work first, live work only after a yes
- Step 01
Choose one desk and its reviewer
The owner names your reviewer, usually the lead estimator for quote requests or the quality manager for certificates. Success criteria go in writing, a price range for the live job comes up front, and the NDA is signed before any print or mill record moves.
- Step 02
Run it on finished work
Send 20 to 30 quote requests with the prints and the quotes that went back, or 20 to 30 shipments with their certificates and source records. Our name for this stage is the sandbox: a free run on paperwork your people have already completed. Records that can't leave the plant become look-alikes built with your reviewer.
- Step 03
About a month live, after a yes
New requests or shipments go through the same job for about 30 days, and a person approves each quote or certificate before it leaves the building. Any later job is decided by itself and priced by itself.
Priced per job. You get a range before the proof of concept and a fixed price before you sign.
On the call Rob works out the range from two counts: quote requests your estimators see monthly and shipments that leave with a certificate file.
// Questions
What extruders ask first
Can the AI price a new profile or quote a die charge?
We run custom shapes and commercial stock shapes. Can one test cover both?
Our paint and anodize lines are in house, but some work goes outside. Does that change the test?
Does this replace our customs broker or give trade advice?
Is any of our work kept out of the test?

Rob Eason, founder
// Book a proof of concept call
Start from last quarter's requests and shipments.
Half an hour with Rob on your presses, your role, the job you'd test first and about how many requests or certificate files cross your desk in a month. Prints and mill records stay with you 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.
