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The market for how companies work

This is not a thought experiment. Buyers are already writing checks for how real businesses operate.

The public internet is exhausted as training fuel. The next datasets are the ordinary records of running a business. We collect the coverage so a business owner can see the market without living on X.

Aug 17, 2026
Aaron Levie / X

Information belongs as an asset on the balance sheet

Box CEO, quoting the Spirit Airlines data sale: AI is thirsty enough that data is valuable in almost any form. How a company manages and mines its organizational intelligence will decide competitiveness.

That is the category. Everyday operations are no longer exhaust. They are a line item, if someone can turn them into a package a buyer can actually purchase.

Jan 8, 2026
Ali Ansari / X

Human data will be a $1 trillion a year market

Micro1's CEO: not a short-term prediction. Frontier systems cannot self-learn without human data, and automating real work requires examples of how that work is actually done.

Demand-side thesis, not a quote for your business. A trillion-dollar market still needs someone to take a messy operation and make a licensable corpus. That is the job.

Aug 17, 2026
Business Insider

Google paid $10 million for Spirit Airlines' corporate data

Court filings: Teams chats, email, operations records, code. Google said it was not buying customer or credit-card information. Mercor bid $7.5 million as backup.

Even in a fire sale, the valuable object is how the company ran, and the buyer still drew a line at customer PII. That is the line we hold on every package.

Aug 13, 2026
VFF

Startup Slack threads are being treated as a training commodity

Warmly's CEO took four unsolicited offers for Slack, GitHub, and meeting records after a HubSpot deal. Labs want the work trail traditional acquirers leave on the table.

Interest is the easy part. Rights, employee privacy, and what you can actually licence are the hard part. That is the work.

Aug 2026
Mercor

Mercor is paying enterprises to license anonymized operational data

Their pitch: labs cannot learn enterprise work from the public web. They handle extraction and anonymization. No engineering team required on your side.

The buyer page is not the product. Someone still has to invent the package from a messy operation.

2026
Micro1 / Remowork

Public ranges for workflow data are now $100K to $2M+

Micro1 is marketing enterprise data partnerships in that band for documented, repeatable operations. Recurring structures, not only one-time checks.

Those numbers are a market signal, not a quote. Most companies will not qualify. The ones that do still need the corpus prepared.

Coverage is summarized from public reporting and linked where a source is available. Verify before relying on any figure.

The market is moving. The question is whether your business has a corpus worth preparing.

Two minutes to see if it is even a conversation. For qualifying companies, we get paid when you do.