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Industrial and specialty chemicals

// AI for chemical distributors

AI in chemical distribution, tested on document requests your team already answered.

For distributors of industrial and specialty chemicals, solvents and ingredients sold in drums, totes, pails and bulk. Start with the paperwork that travels with every product: SDS, COA and regulatory statement requests, or orders that carry hazmat details from the customer's PO to the shipping paper. A free AI proof of concept runs one of them on copies of 20 to 30 your team already finished, and nobody logs in to your ERP or your SDS library. Your reviewer, the person on your team who knows that work best, decides whether it passed.

Book a proof-of-concept call30 minutes with Rob
Chemical distributor proof of conceptOne job, free
Start with
Document requests, or hazmat order entry
You send
Copies of 20 to 30 requests or orders already handled, NDA first
Logins
None: no ERP, SDS library or customer portal
Never
An SDS written, a COA certified or a hazard classified
Your reviewer
Named by the owner before it starts
Price
A range first, fixed before you sign

// Why documents come first

Every product you sell ships with paper attached

The SDS duty is yours, not only the producer's. OSHA's Hazard Communication Standard has distributors send a safety data sheet with a customer's first shipment and again with the first shipment after that sheet is updated, and wholesale distributors must also send one whenever a customer asks. So every request your team answered sits in your files beside the reply that went out, and each AI draft can be scored against it.

The 2024 update keeps revisions coming. OSHA's revised standard took effect on July 19, 2024. Manufacturers, importers and distributors evaluating substances had until May 19, 2026 to comply, and those evaluating mixtures have until November 19, 2027. Revised sheets for products already on your shelves will keep arriving in your library, and customers will keep asking whether the copy they hold is current.

Repackaging puts your name on the paper. Many chemical distributors break bulk into drums, totes and pails, blend to a customer's recipe or sell under a private label. When a label names your company as the responsible party, the one who can give more information on the chemical's hazards and emergency procedures, those questions land on your desk. The requests widen with it: COAs for lots you filled yourself, and statements a customer's regulatory group wants on file.

The trade's association sets a stewardship bar. The Alliance for Chemical Distribution, called NACD until it relaunched under its new name on November 7, 2023, runs ACD Responsible Distribution, a third-party verified program it started in 1991 that covers storage, handling, transportation and disposal. In the same spirit, the proof of concept works only from document versions your team has already approved.

Orders come second because one line can carry three rulebooks: OSHA's labeling rules, DOT's shipping description under 49 CFR Part 172 and, for a few common solvents, DEA's chemical diversion rules. A test on orders you already shipped shows where the drafts match your desk and where a trained person must decide.

// How it runs

One desk, tested in three steps

  1. Step 01

    Copies, once the NDA is signed

    Send 20 to 30 finished examples of one job: customer requests with the replies your team sent, or POs with the orders and shipping papers they became. Nothing connects to your systems, and anything that can't leave the building becomes a look-alike built with your reviewer.

  2. Step 02

    Your reviewer scores it

    Before day one the owner names the reviewer, often the regulatory affairs or quality manager for documents and the customer service lead for orders. The success criteria are written down, and you get a price range for the live job. Your reviewer lines up every draft against what your team actually did.

  3. Step 03

    Thirty days live, after a yes

    The same job runs on new requests or orders for about 30 days. A qualified person on your team approves each reply before a customer sees it and each order before the warehouse does. A second job is decided and priced by itself.

Each job is priced on its own: a range before the proof of concept, then a fixed price before anything is signed.

Rob gives the range on the call, once he knows how many document requests or hand-keyed orders your team handles in a month, how many producers' SDSs you keep, and how many branches or terminals do the work.

// Questions

What chemical distributors ask first

Will the AI write or update our safety data sheets?
No. It finds and attaches the SDS your team already approved, checks its revision date, and marks any request it can't answer from your files. Writing and revising SDSs stays with your regulatory staff or the producer.
Can it sign a COA or a regulatory statement?
No. It drafts the reply and attaches certificates and statements that a qualified person on your team has already signed. Anything new, such as a statement for a product nobody has asked about before, goes to that person unanswered.
Does it decide how a material ships?
No. On order entry it copies the shipping description and package from your item records and the producer's SDS, applies the ship-via rules you send, and marks anything that doesn't fit. Classifying a material and signing the shipper's certification stay with your trained hazmat staff.
Which ERP or SDS system do we need?
None in particular. The test runs on copies and exports, whether you run Chempax, SAP, an Infor system or something older, and whether SDSs live in a library service or a shared drive. Your systems come into it only for the live run after a yes, scoped and priced before you sign.
Is any of this legal or regulatory advice?
No. Each draft cites the rule or document behind every answer so your reviewer can check it. Your regulatory staff and counsel decide how each rule applies to your business.
Rob Eason

Rob Eason, founder

// Book a call with Rob

Start with last month's document requests.

Thirty minutes with Rob. He asks who you are and your role, which job you'd test, and about how many SDS, COA and statement requests or hazmat orders your team handles in a month. Keep every file until the NDA is signed.

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