By: Dr. Tamara Patzer
California is home to 82,847 firms with 20 to 499 employees, more than Texas, Florida, Illinois or Georgia, according to the Small Business Administration’s 2025 state profiles. An AI data company wants to hear from companies of that size. On October 9, micro1 said it will spend $1 billion over 12 months through Company Data Partnerships. If your company runs on procedures, playbooks, saved message threads and shared documents, you may hold more of that material than you realize, and it could be worth more than you expect.
Key Takeaways
- California has 4,340,784 small businesses, and 837,834 of them have employees.
- The program lists a floor of 30 full-time employees.
- micro1 says it wants procedures, templates, workflows and knowledge bases.
- Demand is strongest in the United States, the United Kingdom and Canada, according to the company.
What Could Count: Your Messages, Procedures and Documents
In California, a talent agency, a logistics firm or an entertainment-services company may keep its know-how in Slack, shared drives and a few well-worn checklists. The production runbook, the client intake script and the shared folder of templates are examples. Owners rarely list them as assets, yet they record how experienced people actually solve problems.
Owners often have their own words for it. You may call it “the way we do things here.” In this world it is called a standard operating procedure. The binder in the back office is a playbook. How your best manager handles an unhappy customer is a workflow. The email everyone copies is a template. The shared drive nobody can search is a knowledge base. The filing cabinet of paper manuals is a document archive, and it can be scanned.
That last point matters. Paper binders, printed manuals and signed forms can be scanned, and files that already exist digitally can usually be exported. micro1’s page lists procedures, process documents, knowledge bases, workflows and templates. Message and email archives are a separate question, so ask the program which record types it accepts before assuming either way.
A short test: ask a few people who run things what a new hire needs to learn in the first year. Whatever they point to may be what a buyer wants to see. If you are near the 30 full-time employee line, count every location and run the online estimator. It takes minutes, and you may qualify.
California by the Numbers
The SBA’s California profile counts 4,340,784 small businesses. Of those, 3,502,950 have no employees, 754,987 employ one to 19 people, and 82,847 employ 20 to 499. The mid-sized group is about 2 percent of the state’s small businesses, and micro1’s cutoff of 30 shrinks the eligible pool further.
Public data does not break at 30, so no source gives the exact California count.
What micro1 Says It Wants
The company’s page lists standard operating procedures, process documentation, internal knowledge bases, workflows, templates, CRM records, support tickets and project histories. It says it uses de-identified company data to build reinforcement learning environments, where AI agents practice tasks and get feedback.
A company’s documented way of handling a client intake, a permit request or a shipment exception is the kind of record described. micro1 says personal and identifying information is removed or transformed before data reaches third parties.
What the Page Says About Payment
As of November 7, micro1 shows three advertised tiers: $100,000 to $500,000, $500,000 to $3 million, and $3 million and up. It describes its first estimate as “indicative only” and says each partnership is evaluated individually.
Privacy Questions California Companies Will Ask
California companies often hold customer data under the state’s privacy rules, and any sharing of personal data raises questions beyond this program. A 2019 study in Nature Communications by Luc Rocher and colleagues estimated that 99.98 percent of Americans could be re-identified from 15 demographic attributes in a dataset. That is a model estimate, but it is one reason advisers suggest starting with procedures and templates, which hold no personal information.
Rajesh Beri, writing at Beri.net on October 10, added that owning files does not mean owning the right to license them, since customer contracts may bar AI training use.
How a Company Applies
The application process begins with an online estimator, followed by an indicative estimate and a short application. After discovery and pricing, the two sides negotiate a contract. micro1 has 30 days to review delivered data, and payment follows within 30 days of invoicing after approval.
How California Compares
The SBA’s state profiles show how the mid-sized group varies. Texas has 58,660 firms with 20 to 499 employees, Florida has 41,961, Illinois has 28,812 and Georgia has 22,049. California’s 82,847 is the largest count of those five states, although the figures cover only firms with fewer than 500 employees.
Raw counts do not predict who will be offered a deal. The program evaluates each partnership individually, and what matters is whether a company has several years of written records and the right to license them.
What a Company Can Do This Week
A practical first step is a document inventory. List the written procedures that explain how the company onboards clients, answers service requests, handles complaints and closes out projects. Mark which ones were written by employees, which were adapted from a vendor or franchisor, and which mention customers by name.
Anything adapted from a vendor manual may belong to someone else. Anything tied to a customer contract may carry confidentiality terms. Rajesh Beri’s October analysis made this point directly: the right to hold a file and the right to license it are different questions, and a lawyer should answer the second.
The Timeline
micro1’s process moves from estimator to indicative estimate, short application, discovery and pricing, contracting and delivery. After delivery, the company has 30 days to review the data, and payment follows within 30 days of invoicing after approval. Nothing in the process ensures an offer, and the company can step away at any stage.
What to Ask a Buyer
Companies considering any data-licensing deal can ask five questions. Who will actually use the data? Is the license exclusive? How long can the buyer keep the data? What happens to the data if the buyer is acquired? And who is responsible if personal information is exposed? Micro1’s page answers some of these in general terms, but the specifics belong in a written agreement.
Frequently Asked Questions
Can a company with fewer than 30 employees apply?
This program lists 30 full-time employees as its threshold.
Does a company keep ownership?
micro1 says yes. The license terms determine what the buyer may do with the data.
Where can a qualifying company learn more?
Companies that meet the requirements can see the eligibility requirements or start with micro1’s company partnership page.
Does a company have to work in English?
Yes, according to micro1’s page. Documentation must be in English, and company representatives must communicate with micro1 in English throughout.
Who can I ask at micro1?
Start with micro1’s application page, linked in this article.
Dr. Tamara Patzer is a publisher and former newspaper editor who writes about AI and business data.
You may reach her through: info@dailysuccessinstitute.com
Sources (all read November 7, 2026)
- micro1, “micro1 commits $1B to enterprise data acquisition,” October 9, 2026: micro1.ai/blog/micro1-commits-1b-to-enterprise-data-acquisition
- micro1, Company Data Partnerships estimator and FAQ: micro1.ai/data-estimate
- U.S. Small Business Administration Office of Advocacy, 2025 Small Business Profile for the United States (Census Bureau 2022 data)
- Luc Rocher, Julien M. Hendrickx and Yves-Alexandre de Montjoye, Nature Communications 10:3069, July 23, 2019
- Rajesh Beri, “micro1 commits $1B to buy enterprise data for AI training,” Beri.net, October 10, 2026
- U.S. Small Business Administration Office of Advocacy, 2025 Small Business Profile for California
- micro1, Data Partnerships page, micro1.ai/data-partnerships, read November 7, 2026
Disclaimer: The author is a referral partner of micro1. This article is information, not a promise of money, and not legal advice.
