Employee Screen Recordings for AI Training: A Company Guide

Can a company license employee screen recordings for AI training?

Yes, if the recordings are made with notice and consent, cover work the company controls, and leave customer data out. The buyers are developers of computer-use agents: AI systems that operate software the way a person does, by reading the screen, clicking and typing.

The bottleneck is examples of experts at work. Markov, a Y Combinator company, says it collects "synchronized screen recordings, mouse/keyboard actions, and annotations from real workflows" and that the data "is especially scarce for expert workflows in domains like CAD, architecture, engineering, finance, and other professional software" (Markov on Y Combinator).

This is the company side. If you are an individual who wants to be paid for recording your own screen, see get paid to record your screen for AI training.

Who buys recordings of professional software work

What the main collectors and buyers say on their own pages, as read on 12 November 2026:

Individual programs are built around a person's own computer. Mercor's listing states: "Your work at Mercor will not involve access to confidential or proprietary information from any employer, client, or institution." (Mercor) Recordings of your staff in your systems therefore need a company-level license, not individual sign-ups.

What a useful recording contains: objective, screen, actions, system record

A video of a screen alone is weak training data. Buyers can use a recording when they know what the person was trying to do and whether it worked. In Origin's experience, the system record that confirms the result is the part companies most often forget to keep.

• Long sessions matter. Fig reports that "Across more than 27,000 observed app transitions, we found that 93% were returns to apps used earlier in the same recording" (Fig). Real work jumps between apps; recordings cut to one tidy task lose that.
• Failures and corrections are useful. A record of an error message and how the employee recovered shows the agent what to do when things go wrong.
• Software that rarely appears in public video, such as CAD, ERP, claims and accounting systems, is the scarce part.

What companies are paid for this data

Published per-hour rates are for individuals recording their own computers, such as the Mercor listing above. For companies, micro1 publishes $1–2M a year for qualifying trajectories from a company's own AI agents, and company-wide ranges for all operational data:

These are company-wide ranges for all the records a company licenses, not prices for one record type, and no program publishes a price per record for the data on this page. Read them as the size of deals programs say they make, not as a quote. No program we read publishes a company price per hour of employee screen recording.

Employee notice, consent and monitoring law

Recording staff screens is electronic monitoring. Several laws can apply at once; the ones below are those we read on official pages.

• Federal Wiretap Act, consent exception. Interception is not unlawful for a person not acting under color of law "where such person is a party to the communication or where one of the parties to the communication has given prior consent to such interception", unless it is "for the purpose of committing any criminal or tortious act" (18 U.S.C. 2511(2)(d)). Screens show email, chat and calls, so this matters.
• Federal Wiretap Act, business-use exclusion. The definition of an intercepting device excludes equipment furnished by a communications provider and "being used by the subscriber or user in the ordinary course of its business" (18 U.S.C. 2510(5)(a)). Whether recording work to license it to an AI developer counts as the ordinary course of business is a question for counsel, which is why written consent is the basis to discuss first.
• New York. An employer that monitors email, internet use or computer use "shall give prior written notice upon hiring to all employees who are subject to electronic monitoring", the notice must be "acknowledged by the employee either in writing or electronically", and the employer "shall also post the notice of electronic monitoring in a conspicuous place" (N.Y. Civil Rights Law 52-c).
• Connecticut. "Electronic monitoring" means collecting information on employees' activities or communications "by any means other than direct observation", and each employer that does it "shall give prior written notice to all employees who may be affected, informing them of the types of monitoring which may occur" (Conn. Gen. Stat. 31-48d).
• State privacy law. California lists "Professional or employment-related information." and "Audio, electronic, visual, thermal, olfactory, or similar information." as personal information (Cal. Civ. Code 1798.140). A recording of a named employee is personal information about that employee.

Monitoring notice is not the same as consent to license. A notice that says screens may be monitored for security does not tell employees their work will be sold for AI training. A separate, specific, voluntary consent for this project, with a way to say no without penalty, is the cleaner basis. If staff are covered by a union contract, check what it says about monitoring.

This page states what each rule says, with its source. It is not legal advice: your counsel decides how the rules apply to your company and your records.

Customer data on screen

The hardest part is usually not the employee but what is on the screen: customer names, account numbers, claims, patient details, prices and contracts.

• Record in a sandbox or training environment with synthetic customers wherever the software allows it. That avoids most of the problem.
• Financial records. Financial institutions may not disclose nonpublic personal information "to a nonaffiliated third party" without the notice and opt-out steps the Gramm-Leach-Bliley Act sets (15 U.S.C. 6802). Banks, lenders, insurers and their service providers should keep live customer accounts off camera.
• Client confidentiality. Accounting, law and claims work may be done under client contracts that bar disclosure. Record only work on your own books or synthetic files unless the client agrees.
• Redaction after the fact is possible but must cover video frames, typed text and narration, and it must be checked by a person.
• For methods, see how to de-identify company data before licensing.

How to prepare a screen recording program

A short checklist for an operations leader:

• Pick two or three workflows in professional software that your team does well and that rarely appear in public, such as month-end close, a claims review or a CAD change.
• Check each software license for any limit on recording or sharing its interface.
• Write the employee consent: what is recorded, who receives it, how it is used, how to opt out, and whether participants are paid.
• Set up a sandbox with synthetic data, or a redaction process that a person reviews.
• Capture the objective at the start and export the system record that confirms the result at the end.
• Already have SOPs, training videos or audit logs? Those can be a first sample before any new recording. See license workflow data for AI agents.

Next step

Describe the workflows and software your team uses before recording anything. That description is enough for a first conversation, and it keeps every recording decision with you.

Does your company hold records like these? See what your data is worth.

Origin Data Partners works with companies that own data and helps get it bought. We are independent of the services on this page, and a buyer may pay us when a deal closes (how Origin is paid). See what your data is worth.