AI data commercialization
Your business data is an asset. Let's unlock its value.
ESMAI connects established businesses possessing valuable operational data with companies building the next generation of artificial intelligence.
01
Business owner
Retains ownership and control of the original data.
02
ESMAI
Sources, evaluates, documents and facilitates.
03
AI data buyer
Evaluates and licenses directly from the authorized owner.
The opportunity
Turn years of business intelligence into new commercial opportunities.
AI developers increasingly need real-world operational records — the workflows, decisions and outcomes that only established businesses have. Subject to buyer demand, ownership rights and privacy requirements, those records can be licensed without giving up control.
Identify valuable records
Communications, CRM, support, ERP, project and industry-specific records.
Document with a Data Manifest
A professional description of the asset — the data itself never changes hands at this stage.
License on your terms
You approve every introduction and negotiate directly with qualified buyers.
How it works
A disciplined, owner-approved process.
- 01
Identify a business
An originator or owner surfaces a company with meaningful operational history.
- 02
Evaluate its data assets
ESMAI reviews what records exist, how deep they go and who controls them.
- 03
Prepare a Data Manifest
A structured, buyer-facing description of the asset — never the data itself.
- 04
Obtain owner approval
Nothing is shared externally without the owner's written authorization.
- 05
Match with AI buyers
Manifests are compared against documented buyer requirements.
- 06
Facilitate introductions
ESMAI introduces suitable parties and coordinates next steps.
Who we serve
Established businesses with deep operational history.
Become an ESMAI Originator
Accountants, brokers, attorneys, advisors and connectors: introduce businesses with valuable data and participate in agreed transaction economics.
For AI data buyers
Access qualified, documented business datasets sourced through a distributed origination network. Share your requirements and we'll look for fit.
From business owners