EHS consultants in manufacturing: which safety records can be licensed and which stay out

Why are EHS consultants well placed to spot a licensing candidate?

An EHS consultant sees documents most advisers never see: root-cause analyses, job safety analyses, corrective-action trackers and audit findings. These record real decisions and their outcomes, which is the kind of material AI developers want for training and evaluating agents that perform work. You also know which manufacturers keep these records in order, and which are about to migrate to new EHS software.

Your role is the introduction. You do not copy, summarize or send the records, and you never handle injured-worker details.

Which EHS records have value, and which stay out?

Records about named workers' injuries, illnesses and treatment stay out. The company's counsel decides how recordkeeping and privacy rules apply to anything near that line. This is general information, not legal, tax or financial advice. Confirm with the company's counsel and your own advisers before acting.

The 4R screen for a manufacturer

• Records: several years of audits, investigations, JSAs and corrective actions in a system someone can still export, not only in paper binders.
• Rights: the company wrote the material; customer contracts and union or labor agreements do not claim it.
• Reach: you can reach the plant manager's boss, the owner, CEO or CFO who can authorize a license.
• Readiness: the sponsor would consider a one-time payment for an exclusive AI-training license for an agreed term.

The baseline is 50+ full-time employees at peak (contractors excluded) and several years of documented operations. A site-level EHS file at a company that meets the baseline counts; a small shop below it does not. The company fit checker gives a non-binding first pass.

When in your engagement should you raise it?

For a close cousin, see how construction safety consultants handle site safety files, and how DOT compliance consultants separate fleet records.

How does the introduction work?

1. Register as a partner and share your referral link, or submit the manufacturer with the referral form.
2. SourceX qualifies size, history, data breadth and rights with the sponsor.
3. The company completes a data inventory and marks injury, medical and privacy-case content for exclusion.
4. Scope, redaction rules, price and terms are agreed before buyers see anything.
5. AI labs and data buyers review; once deal-ready they typically respond within about two weeks.
6. After signature and the company's authorization, data is delivered and the company is paid; your reward follows.

What to say to the plant or corporate EHS leader

Common mistakes

An Illustrative example

Illustrative: a fictional metal-fabrication company, "Calder Works", has 160 full-time employees at peak and nine years of EHS records. Its consultant is helping it move from a legacy EHS database to a new platform. During the migration plan the consultant asks who will keep the old database and whether leadership has considered licensing process records. The CFO asks for an introduction. The consultant passes on the company name, headcount and years in business. In the inventory that follows, the company marks every injury, medical and privacy-case file as excluded, and keeps root-cause analyses and audit follow-up as the scope to discuss.

Questions to ask before you raise it

• Who owns the old EHS database and can run a full export?
• Are any records subject to a legal hold or active regulatory matter?
• Do customer contracts claim ownership of audit reports done for them?
• Does the company have a policy or union agreement that limits use of safety records?
• Who is the executive that could authorize a license?

These are conversation questions only. Record answers in your own notes and keep the records themselves where they are.

Rewards and your own rules

Partners earn 25% of the eligible platform fees SourceX actually collects from the referred company's licensing deals, capped at $100,000 cumulative per referred company. The reward is paid only after the buyer pays and SourceX receives its fee, and no reward is guaranteed. The reward is a share of SourceX's fee and is never deducted from what the company receives. If your consulting contract or your firm's policy restricts referral fees, follow it, and disclose the arrangement to the client. See the program terms and the overview for management consultants.

When not to bother

• The records are mostly paper binders nobody will scan.
• The value sits mostly in named-worker incident or medical files.
• A regulatory investigation or litigation hold covers the material.
• The company is below the baseline or has already licensed the data.

Next step

Pick one manufacturer client with a migration coming and run the screen. If it passes, register as a partner and make the introduction. For reliability-minded clients, the field guide to incident and on-call records shows a similar screen, and the who qualifies page lists the baseline.