Short answer
Workplace footage routinely captures information the business may not be free to license: screens, documents, labels, customer names, process details, layouts and overheard calls. Before buying, establish what is visible or audible, whose confidentiality it is, which agreements restrict disclosure, and what review and contract controls apply. Redaction reduces exposure but does not create the right to disclose. This is not legal advice.
Why footage leaks more than documents do
A document has an author, a classification and a distribution list. A camera records everything in its frame and earshot, including what nobody meant to share: a monitor behind the worker, a work order on a clipboard, a customer's name on a carton, the jig on the bench.
For robot learning there is a sharper tension. The value of the footage is the task: its sequence, tooling, object handling and tolerances. That detail is also what a manufacturer, packager or service firm is most likely to treat as confidential. The training value and the sensitivity sit in the same pixels. Use this page to brief counsel and to write supplier requirements. It covers confidentiality; people in the frame are covered in worker consent and identifiable people, and branded or copyrighted material in third-party content in recordings.
What footage can expose
| Exposure | How it shows up | Whose interest | Typical control |
|---|---|---|---|
| Screens and software | ERP, warehouse-system and dashboard screens in the background or over the shoulder | The business, its customers, the software vendor | Screen-off zones at capture; masking or segment exclusion in review |
| Documents | Work orders, pick lists, drawings and SOP pages in hands or on benches | The business; document authors | Keep out of frame; mask or exclude |
| Labels and packaging | Customer names, addresses, SKUs, lot numbers, barcodes | Customers, brand owners | Client approval; masking; scope to owned goods |
| Process and product detail | Fixtures, tolerances, recipes, assembly order, tooling | The business | Scope tasks and areas; process-owner review; see manufacturing data confidentiality |
| Facility and security | Floor plans, badge readers, camera positions, access routes | The business; the landlord | Exclude areas; replace site names with codes |
| Audio | Conversations, phone calls, intercom announcements | Everyone speaking | Remove audio or review it in full |
| File metadata | GPS, device names, timestamps, folder and file names | The business | Strip or replace with coded IDs |
Whose confidentiality it is
Three layers overlap, and the supplier may control only the first.
- The supplier's own information. Process knowledge and business data it chooses to disclose.
- Obligations to others. Customer contracts, vendor agreements and site access terms often restrict recording and disclosure. A contract manufacturer filming a client's product line, or a logistics firm filming client-owned goods, may be bound by terms it needs to read before licensing; see client-owned inventory rights and contract manufacturers as suppliers.
- Third-party rights in what is visible. Software interfaces, manuals, drawings and brand artwork may carry their owners' rights.
A supplier can license only what it is free to disclose. Ask which agreements the supplier checked, not only whether it believes the footage is "fine to share".
Where copyright enters
Confidentiality and copyright are different questions, and footage can raise both. The U.S. Copyright Office's report on generative AI training, released in pre-publication form on 9 May 2025, identifies points in AI development where copying may implicate rights, analyzes fair use and examines licensing options (U.S. Copyright Office, 2025). Check whether a final version has since been issued. The report concerns generative AI training, so ask counsel how far it carries over to robot policies. Its subject is copyrighted works, and software screens, drawings and manuals that appear in frame can be such works. A footage owner's license may not cover them, and none of this settles whether the information was also confidential. Treat it as a reason to ask the supplier what visible third-party material exists and who approved it.
Controls at each stage
Before capture, for new recordings. Agree capture zones and tasks with the host business, turn screens off or face them away, clear documents from benches, and brief staff on what must stay out of frame. Staged or scripted tasks expose less than live operation, at a cost in realism; see staged vs live operation recording.
For existing footage. Inventory by camera and site before sampling. Cameras aimed at screens, whiteboards or product lines carry the most risk.
Before delivery. Have someone who knows the process review the footage, not only annotators. Sort each clip into clear, redact or exclude, and keep a log. Redaction costs training value when it hides what the robot must learn to see: blurring a monitor rarely matters, blurring a label the robot must read does. Methods and trade-offs are in redaction in demonstration video.
In the license. Settle these topics, using licensing terms for robotics training data as the wider checklist.
| Clause topic | What to settle |
|---|---|
| Use limits | Permitted purposes; no use to extract, reconstruct or republish the confidential content |
| Access | Named users or roles; storage location; no copying into public tools |
| Flow-down | Obligations binding annotation vendors and other subcontractors |
| Derivatives | How the confidentiality terms apply to annotations, pose data and model weights; see model weights, derivatives and redistribution |
| Incidents | Notice of unauthorized access or disclosure, and who pays for response |
| Exclusion rights | A process for the supplier or its customers to flag clips for removal after delivery |
| End of term | Return or deletion, with a certificate; NIST SP 800-88 Rev. 2 is one reference for sanitization wording (NIST, 2025) |
| Audit | Evidence you will accept that obligations are met; see retention, deletion and audit rights |
In delivery. Use encrypted transfer, access controls and logging, and put the handling rules in the license schedule. If a supplier cites ISO/IEC 27001, which defines requirements for an information security management system (ISO/IEC, 2022), ask for the scope of that system and whether it covers the environment that will hold your lot.
Illustrative pre-delivery review record
# Illustrative only — synthetic IDs; categories and decisions are examples
review: CONF_REV_2026_004
lot: lot_02_site_B
reviewer: process_owner_C03 (supplier staff, synthetic)
clips_reviewed: sample_plus_all_flagged # sampling rule set in the license schedule
findings:
- {clip: v_00871, issue: erp_screen_visible_t=12-19s, decision: mask_region}
- {clip: v_00902, issue: customer_name_on_carton, decision: exclude_clip}
- {clip: v_01044, issue: foreman_phone_call_audio, decision: remove_audio}
- {clip: v_01108, issue: none, decision: clear}
exclusion_list: [client_Q_goods]
metadata_stripped: [gps, device_name, filenames]
sign_off: supplier_legal_L01 (synthetic)
What review and redaction cannot do
- Create the right to disclose. Masking a screen shows less; it does not turn information the supplier was bound to keep confidential into information it may license.
- Remove the process itself. If the valuable content is the sequence of the work, that sequence remains in unmasked video. Confidentiality for it is a scoping and contract matter.
- Prove absence at scale. Sample review misses items, and automated screen or text detectors miss some. Say who bears the risk of what review missed.
- Come free. Review and redaction take time and can lower training value; price and plan for both.
Questions to ask suppliers
- Which customer, vendor and site agreements restrict recording or disclosure of what appears in this footage, and did you check them?
- What screens, documents, labels and process details are visible, and how did you find out?
- Who reviewed the footage for confidential content: annotators, supervisors or process owners?
- What was masked, excluded or muted, and is a log available?
- Were any customers, vendors or landlords asked to approve? Which declined?
- Is audio present, and was it reviewed in full?
- What file and folder metadata still names sites, customers or people?
- Who will hold the data on your side before delivery, and under what access controls?
- What process lets you, or the clients and vendors whose material appears, ask for a clip to be removed later?
Discuss your requirements
If confidentiality limits what can be recorded or licensed, say so up front: the areas, customers or content that must be excluded, and the review you expect. Describe the requirement to SourceX and it will investigate whether US businesses hold suitable material. SourceX checks the data and the supplier's licensing permissions, agrees pricing and allowed uses in a license, and coordinates delivery and payment. SourceX follows up about potential sources; a request does not guarantee a match, and nothing is contracted until a supplier agrees. For the wider terms, see SourceX licensing terms, the procurement hub and the humanoid training data guide.
Explore sourcing and licensing options with SourceX
Sources
- Copyright and Artificial Intelligence, Part 3: Generative AI Training (pre-publication version) — points in AI development where copying may implicate rights; fair use; licensing options.
- NIST SP 800-88 Rev. 2 Guidelines for Media Sanitization — reference for return-or-delete wording.
- ISO/IEC 27001:2022 Information security, cybersecurity and privacy protection - Information security management systems - Requirements — requirements for an information security management system.