// AI for co-packers
AI for co-packers, tested on customer specs and lots your team already closed out.
For plants that make and pack food and drinks under their customers' brands. Start with customer spec intake, where a brand's formula, spec and label copy become your plant's own records, or with certificates of analysis, drafted lot by lot against each customer's limits. A free AI proof of concept tests your pick on copies of 20 to 30 items or lots your team already finished. Nobody signs in to your ERP, your lab system or a customer portal, and your reviewer, the person on your team who knows that work best, makes the call.
- Start with
- Customer spec intake, or lot COAs
- You send
- Copies of 20 to 30 finished items or released lots, after an NDA
- Logins
- None: no ERP, lab system or customer portal
- Never
- A formula, label, spec or lot approved, a certificate signed, a customer, supplier or auditor contacted
- Your reviewer
- Named by the owner before day one
- Price
- A range first, fixed before you sign
// Jobs we would test
Where the brand's paperwork meets your plant's
Customer specs into your plant's own records
A brand's formula, finished product spec and label copy drafted into your spec format, a label review list and an allergen record, every line traced to the customer's page, for QA and R&D to check.
See the product specification pageCertificates of analysis, lot by lot
Each lot's in-house and outside lab results set against that customer's limits and methods, drafted into the COA layout the customer asks for, with holds and gaps flagged for QA.
See the certificate of analysis pageCustomer-supplied ingredient reconciliations
What a customer shipped in, what each run used, what was lost and what is left, gathered from receiving and batch records for the person who settles it with the customer.
See the customer-supplied materials pageFormula and label change notices
A customer's revision matched to the open orders, the packaging on hand and the plant records it touches, listed for your planner and QA before the next run.
See the change control page// Why these two first
Two companies' rules meet on every run
The work is defined by a contract. FDA describes co-manufacturing as an arrangement in which one party, the brand owner, has a second party, the co-manufacturer, make the food on its behalf. You run the line, but the formula, the specification and the label start as the customer's documents, in the customer's format. Every new item and every lot means rewriting someone else's paperwork into your own records, and then back into theirs.
Supplier approval sits between you and the brand. FDA's preventive controls rule says the receiving facility must approve its suppliers, while letting another entity run supplier verification if the facility reviews and documents that work. In 2017 industry told FDA that brand owners' contracts with their suppliers would have to be rewritten before supplier audits could be shared with a co-manufacturer. FDA said it would hold off on enforcing those steps for co-manufacturers, extended that in November 2019, and kept it in its March 2022 guidance where the brand owner does the approval and verification, the co-manufacturer describes them in its food safety plan and does whatever the brand owner did not. Who approves each ingredient's supplier is a question every new spec has to settle.
Some items leave your dock unfinished on purpose. When you make an ingredient or an intermediate your customer will process further to control a hazard, the rule lets you rely on that customer if the documents traveling with the food say it is "not processed to control" the named hazard and you get the customer's written assurance every year. That assurance has to carry an effective date and the printed names and signatures of authorized officials. A spec that moves a hazard control from your plant to theirs changes paperwork on both sides of the contract.
The answer key is already in your files. Records under the rule stay at the plant for at least two years after they are made. Most may sit elsewhere only if they can be brought back on site within 24 hours, and the food safety plan stays on site. So each item you already brought into production, and each lot you already released, shows exactly what a draft has to match: the spec your team wrote, the label review it signed, the COA that went out.
The trade has its own association. The Contract Packaging Association, founded in 1992, now calls itself the Association for Contract Packagers and Manufacturers and describes its field as the co-man and co-pack industry and the brands and retailers it serves; in 2018 it entered a partnership with PMMI for administrative, technical and marketing support. Buyers use both names, co-packer and co-manufacturer, and search for the difference between them. The two jobs here fit a plant that only packs and one that cooks, blends and fills.
One limit covers every job. The proof of concept never approves a formula, a label, a specification or a lot. It never decides whether a food is safe, compliant or allergen-free, never signs a certificate or a questionnaire, and never contacts a customer, a supplier or an auditor. It works only on copies, and a qualified person on your team decides and signs.
// How it runs
One job, three steps, nothing live until a yes
- Step 01
Pick the job and the reviewer
The owner names your reviewer: usually the QA manager or R&D lead for spec intake, the QA or lab manager for COAs. The success criteria go in writing, you get a price range for the live job, and the NDA is signed before any customer's formula moves.
- Step 02
Test on copies
Send 20 to 30 items you already brought into production, with the customer's packet and the records your team made, or 20 to 30 released lots with their results and the COAs that went out. We call it the sandbox: a free AI proof of concept run on your customers' paperwork as your plant handled it. If customer files can't leave the plant, we build look-alikes with your reviewer.
- Step 03
About 30 days live, after a yes
The same job runs on new items or lots for about a month. A qualified person approves every spec, label review, allergen record and COA before it is used or sent. A second job comes later, priced on its own.
Priced per job. You get a range before the proof of concept and a fixed price before you sign.
Rob gives the range on the call, once he knows roughly how many new items you bring in a year or how many lots you release a month, and for how many brands.
// Questions
What co-packers ask first
Our customers' formulas are confidential. How do you handle them?
Is there a difference between a co-packer and a co-manufacturer here?
Do you need access to our ERP, lab system or customer portals?
Will the AI approve a spec or release a lot?
Which job should we start with?

Rob Eason, founder
// Book a proof of concept call
Start with last quarter's new items or released lots.
A 30-minute call with Rob. He'll ask about your plant and your role, which job you'd test, and roughly how many new items or lots you handle each month. Keep customer files on your side 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.
