// AI for industrial gas distributors
AI for industrial gas distributors, tested on cylinder paperwork you already closed.
For independent distributors of industrial, medical and specialty gases in cylinders and bulk, often with a welding supply counter out front. Start with monthly cylinder rental billing or with the certificates and fill records behind a gas mixture. Either one runs as a free AI proof of concept on copies of 20 to 30 customer months or fills you have already closed. Nobody logs in to your cylinder tracking, billing or ERP system. Your reviewer, the person on your staff who knows that work best, decides whether it passed.
- First job
- Cylinder rental billing, or certificates and fill records
- You send
- Copies of 20 to 30 closed customer months or fills, after the NDA
- System access
- None: no tracking, billing or ERP login
- Never
- A live invoice or certificate, a fill decision or a lot release
- Your reviewer
- Named by the owner before day one
- Price
- A range first, fixed before you sign
// Jobs we would test
Two paper trails a gas distributor lives on
Cylinder rental billing
Monthly rent and lease charges per customer, built from delivery and return tickets: cylinders out by gas and size, rental days or holding, lease agreements, and the balances customers dispute.
See the rental billing pageCertificates and fill records
Certificates of analysis or conformance for gas mixtures read against the fill and lot records behind them, with every mismatch listed before the paper reaches a customer.
See the certificates pageBulk and microbulk delivery tickets
Gauge readings and delivered quantities at a customer's tank, set beside the tank rental and contract minimums for whoever invoices them.
Cylinder test-due lists
Cylinders coming due for requalification, sorted by owner and location from dates already in your files, for the person who books testing.
// Why these two first
Every cylinder is a long loan, and every fill leaves a file
A sale that never quite ends. A 2016 Georgia Department of Revenue letter ruling describes the business plainly: a distributor of industrial, medical and specialty gases sells gas with or without the cylinder, and a customer who doesn't buy the cylinder rents or leases it and returns the empty. The ruling's facts put a cylinder's useful life at decades, with testing every five or ten years by cylinder and service. A cylinder can outlast the agreement it first went out under, and every ticket since is part of its count.
Ownership is written into the transport rules. Under 49 CFR 173.301(e), a filled cylinder may not be offered for transportation unless the owner filled it or consented. Customer-owned cylinders sit in the same racks as yours, so a rental bill has to keep the two apart, and a closed month shows exactly how your desk did it.
The counter is half the story. GAWDA, the Gases and Welding Distributors Association, formerly the National Welding Supply Association, counts as distributors the companies selling gases, equipment or supplies to end users. Gas and hardgoods can leave on one ticket, but a cylinder stays on your books after the sale in a way a box of welding rod never does. That second life is why the rental desk fills up first.
Customers keep changing how they want rental billed. One university's renewed gas contract folded rental into the gas price from October 20, 2025 for products on its list, and said daily rental may still apply to special orders. Another dropped monthly rental on high pressure cylinders and dewars in November 2018 in favor of a processing fee at each purchase. A desk carrying several of those models at once has plenty to get right, and old invoices already show the answers.
Medical gases got their own rulebook. FDA's June 2024 rule created 21 CFR Part 213, good manufacturing practice written for medical gases, and Part 230 for certifying designated medical gases, both effective December 18, 2025. Part 211, the general drug rule, now excludes medical gases on its face. A fill plant is working through a record set that is still new, and a closed fill file shows whether each required record is there. Buyers ask for this paper by name, too: one state laboratory's gas specification requires a certificate of analysis and, separately, a certificate of conformance on request, and may ask for them during bidding.
One limit covers both jobs. The proof of concept never touches your cylinder tracking, billing or ERP system, or a live invoice or certificate, and it never decides a cylinder's fitness for fill or a lot's release. A person on your staff checks every bill and every certificate. Rules and rulings are named so your reviewer can follow the reasoning, never as legal, tax or regulatory advice.
// How the test runs
Three steps, starting with one desk
- Step 01
Pick the desk, name the reviewer
The owner chooses the reviewer, often the billing lead for rental or the quality manager or plant lead for certificates. Written success criteria, a price range for running it live and a signed NDA all come before a single ticket moves.
- Step 02
Run it on closed paperwork
Copies of 20 to 30 closed customer months go in with their tickets, agreements and bills, or 20 to 30 fills with their records and certificates. We call it the sandbox: a free AI proof of concept on paperwork your own people finished. Files that can't leave the plant become look-alikes built with your reviewer.
- Step 03
After a yes, about 30 days live
The same job runs on the next rental cycle or on new fills for about 30 days, with someone on your staff checking every bill and certificate before a customer sees it. Another job is a separate decision at its own price.
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 three counts: customers billed rental each month, cylinders out on rent or lease, and certificates your plant issues.
// Questions
What gas distributors ask first
Does the test need our cylinder tracking software or ERP?
Will the AI decide whether a cylinder can be filled?
We fill welding mixes and medical oxygen. Can one test cover both?
Our tickets are handwritten, or they come off driver scanners. Does that matter?
Is any of this tax or regulatory advice?

Rob Eason, founder
// Book a proof of concept call
Bring one month of cylinder rental bills.
Half an hour on the phone with Rob, covering your company, your role, the job you'd test first and roughly how many customers you bill rental each month. Tickets and certificates stay with you until the NDA is signed.
- Co-owned a 60-employee financial services firm and sold his share to his partner.
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