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Case study

Semiconductor Company Paid $2.4M for Data: Case Study

A semiconductor company was paid $2.4 million to license its company records. What chip companies hold, what buyers publish and export-control checks.

Company type
Semiconductor company
Records licensed
Company operating records (record types not published)
Amount paid
$2.4 million

These are deals Origin helped place. Company and buyer names stay private, and each is an individual outcome, not a forecast for another company: what a buyer pays depends on the records, rights, demand and agreed scope. See all case studies.

Digital calipers on a quality inspection report on a factory workbench
Short answer

A semiconductor company was paid $2.4 million for licensing its company records in a deal Origin helped place. This is one outcome, not a forecast: price depends on the records, the rights held, demand and the agreed scope. Origin does not publish the record types in this deal, and names stay private.

  • Payment: $2.4 million, for licensing a semiconductor company’s company records.
  • Export controls come first: under the EAR, releasing controlled technology or source code to a foreign person in the US is a “deemed export.”
  • Customer NDAs and foundry agreements often restrict process and design data.
  • Published programs list ranges from $100K up to $3M+ and $4M+.

What records did the semiconductor company license?

The deal covered the company’s operating records. Origin does not publish which record types were included, so this page does not list them. The table below is general context about what a chip company keeps.

Semiconductor companies document everything that affects yield: process recipes and changes, test and yield data, failure analysis reports, equipment maintenance logs and engineering change records. Mercor lists manufacturing among its target industries, naming “Work orders, QA logs, spec sheets.” See licensing semiconductor process data for AI.

Record type a chip company may holdWhat it shows an AI modelWhat must be removed or cleared first
Failure analysis reportsHow engineers trace a defect to its causeCustomer part numbers and names; export-controlled technology
Yield and test data with notesHow process changes affect resultsCustomer-specific products under NDA
Process change and engineering change recordsWhy a recipe or design changed and who approved itControlled technology; foundry-confidential information
Equipment maintenance logsHow tools drift, fail and are repairedVendor-confidential procedures
Quality proceduresHow a regulated production line is runUsually little

What do AI companies do with semiconductor records?

They use them to train and test models that reason about engineering problems. Mercor says “Frontier AI models are increasingly being trained to work inside companies, navigating real tools, workflows, and decisions,” and micro1 says its licensed data “is used to evaluate and improve AI capabilities in realistic enterprise environments.”

A failure analysis report that walks from symptom to root cause to corrective action is the kind of expert reasoning that public data rarely contains. See licensing manufacturing quality records for AI.

How much is a semiconductor company’s data worth?

In this deal, a semiconductor company was paid $2.4 million. That is one outcome; Origin does not publish the scope, exclusivity or terms behind it.

Published programs list the ranges below. micro1 reserves its top tier, “$3M+,” for “Highly unique, proprietary operational data with significant value for frontier AI development.” None publishes a semiconductor-specific figure.

Published programWhat it says it pays companiesWho it says it is looking for
micro1 Enterprise Data Partnerships$100K-500K for qualified partnerships; $500K-3M for large-scale operational datasets; $3M+ for highly unique proprietary dataEstablished companies with 30+ full-time employees and substantial historical operational data, primarily in English
Handshake AI company data licensing$100K to $4M+ payouts; its estimate is "indicative" and "not an offer"Companies with 20+ full-time employees and 3+ years in operation
Mercor data programNo dollar range published; compensation is based on data volume, the tools connected and the depth of the dataLists manufacturing among target industries: “Work orders, QA logs, spec sheets”

Figures as published on 12 November 2026 by micro1, Handshake AI and Mercor. They are program ranges, not quotes for any company.

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.

Can a small semiconductor company sell its data?

Programs publish their own floors: Handshake AI looks for “20+ full time employees & 3+ years in operation,” and micro1 looks for “30+ full-time employees.” Origin does not publish this company’s headcount.

Fabless design houses, test labs and equipment service firms hold different records from a fab, and may hold less of the process data. What matters is which records you own outright. See data licensing for manufacturers.

What had to be removed or checked first?

Origin does not publish the checks made in this deal. For any chip company, export controls come first. Under the Export Administration Regulations, an export includes releasing controlled technology “or source code (but not object code) to a foreign person in the United States (a "deemed export").” Classify the technology in your records before anyone outside the company sees them, and remember that the people who review a dataset count too.

If any work touches defense articles, ITAR may apply; its definition of technical data “includes information in the form of blueprints, drawings, photographs, plans, instructions, or documentation.” Then check customer NDAs and foundry and IP license agreements, which often bar sharing process or design data. Decide whether the license is exclusive; see exclusive vs non-exclusive data licenses.

How does the process work?

A chip company can start at category level, with no technical data shared: which kinds of records exist, for how many years, and which are subject to customer agreements or export controls.

Start with a company overview. Origin helps organize the record categories, open questions, and a possible next step in a Company Licensing Brief. Your company separately approves any named introduction, evaluation access, and license. No files or system connections are required to begin.

StepWhat happens
1. Describe the companyStart with your company name, website, and contact details. Add your industry, team size, country, and the types of records your business has.
2. Talk through the opportunityOrigin follows up to understand the business, the records you describe, and the question you want to explore. Together we organize a Company Licensing Brief: categories, questions to resolve, unknowns, and a possible next step.
3. Explore a relevant opportunityIf a relevant opportunity is identified, Origin explains the proposed recipient and the company information to be shared. Your authorized contact approves that named introduction before it is made.
4. Assess the termsYour company reviews the proposed license and decides whether to proceed. Confirm the records, permitted uses, delivery requirements, and payment conditions.

The full steps are on how it works. The brief is a starting point for a discussion. It is not a valuation, rights clearance, or a receiving program’s acceptance.

Is licensing data the same as selling the company or its IP?

No. Selling the company or its patents transfers ownership. A data license grants defined rights to use a copy of certain records, for agreed purposes; the company keeps its records and IP. What the business would sell for is a separate valuation. See what is my business worth.

More deals are on the case studies page.

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

Common questions

How much was the semiconductor company paid for its data?

$2.4 million, for licensing its company records in a deal Origin helped place. Names stay private; this is one outcome, not a forecast.

Do export controls apply to licensing chip data for AI?

They can. Under the EAR, releasing controlled technology or source code to a foreign person in the US is a deemed export. Classify the technology in the records before anyone outside the company sees them.

What records does a semiconductor company have that AI companies want?

Origin does not publish the record types in this deal. Chip companies generally hold failure analysis reports, yield and test data, process and engineering change records, and maintenance logs.

What do the published programs pay?

micro1 lists $100K-500K, $500K-3M and $3M+ tiers; Handshake AI lists $100K to $4M+ payouts as an indicative estimate; Mercor publishes no dollar range.

Can customer NDAs block a data license?

Yes. Customer and foundry agreements often restrict process and design data. Check them before describing records to anyone outside the company.

Sources and further reading

What is your company’s data worth?

AI companies pay $20K to $5M for company records. Six questions, no files.