Enterprise AI Data Licensing
Every Business Solves Complex Problems. The Operational Knowledge Behind It Has Real Value.
Your company spent years solving problems and making decisions. The records behind that work may have value beyond their original purpose. Loredom helps operating businesses and authorized asset holders explore confidential AI data licensing opportunities.
For Active & Pivoting Companies
Non-dilutive capital without operational distraction or equity dilution.
For Former Founders & Wind-Downs
Unlocking residual financial value from historical company assets.
$100K–$2M+
Advertised compensation range for qualifying enterprise business datasets.
Confidential. No customer PII. No confidential uploads required during preliminary review.
Actual compensation varies based on eligibility, data quality, volume, lawful licensing rights, and buyer approval. Not every dataset qualifies, and no payment is guaranteed.
Operational knowledge, across industries
You do not have to be a tech company.
Professional judgment, production records, clinical workflows, and creative work may all warrant review. Start with the industry you know.
Software & Technology
Engineering decisions, product workflows, and technical problem-solving.
View data examplesFinance & Professional Services
Models, workpapers, research, and documented professional judgment.
View data examplesHealthcare & Life Sciences
Clinical and research workflows requiring additional legal and privacy review.
View data examplesManufacturing & Engineering
Production history, measured results, and engineering decisions.
View data examplesMedia & Creative Assets
Original creative assets with documented ownership and permissions.
View data examplesCommerce & Physical Operations
Project execution, payment workflows, and service operations.
View data examplesIndustry examples are not confirmed offers or eligibility decisions. Rights, privacy, and buyer fit require individual review.
Two paths
One Opportunity. Built for Where Your Company Is Today.
For Active & Pivoting Businesses
- The Opportunity
- Monetize retired business lines, internal workflows, documentation, or domain records as non-dilutive capital.
- IP Protection
- Ownership, permitted use, exclusivity, and competitive protections are reviewed with the buyer and defined in any negotiated agreement.
- What Qualifies
- Internal SOPs, domain workflows, process documentation, and operational records, strictly excluding customer personal data.
- Effort Required
- Start with a short metadata-only inquiry. No exports or confidential uploads are needed for preliminary review.
For Closed Companies & Former Founders
- The Opportunity
- Unlock residual financial return from a company that has ceased operations.
- Asset Resolution
- Turn dormant digital records into potential liquidity for founders or stakeholders.
- What Qualifies
- Historical communications, developer issue histories, architecture decisions, and business process logs.
- Effort Required
- No need to restore servers or download backups before knowing if buyer demand exists.
What data may have value?
Your Business Created More Than a Product.
Over the years, your company may have accumulated:
Internal Communications
Historical Slack, Microsoft Teams, and other workplace communications, where they can legally be licensed.
Software & Engineering Records
Development workflows, technical documentation, issue tracking, debugging histories, and project records.
Operational Knowledge
Standard operating procedures, internal playbooks, process documentation, and knowledge bases.
Project & Product Histories
Project management records, product development workflows, task histories, and quality assurance documentation.
Business Process Records
How teams made decisions, completed work, coordinated operations, and solved recurring problems.
Specialized Industry Data
Unique operational datasets developed in fields such as healthcare administration, logistics, financial operations, media technology, and professional services.
Availability does not imply ownership or permission to sell. All data must undergo appropriate rights, confidentiality, privacy, and buyer eligibility review.
Who we help
Built for Operators and Founders.
Are you running a company, sunsetting a product line, or did you close a business in the past several years?
Whether your company had five employees or five hundred, we’re interested in understanding what you built and what records exist.
We work with founders, operators, and authorized asset holders to explore data licensing opportunities.
Actively Operating
Your company is running and has internal operational knowledge that is separate from customer data.
Pivoting or Sunsetting a Product
You retired a product line or codebase and its records are no longer in active use.
Recently Shut Down
Your company is closing or recently ceased operating.
Closed Years Ago
The business shut down, but certain data assets may still exist.
Company size may affect buyer eligibility, but it does not prevent you from making an inquiry.
How Loredom works
A Simple Way to Explore What Your Data May Be Worth.
- 01
Tell Us About Your Company
Complete a brief form describing your business, its operational history, and the types of records that exist. No confidential data uploads required.
- 02
We Explore Potential Buyers
Loredom reviews the information you provide and looks for potential matches with third-party AI data acquisition programs.
- 03
Get Connected
If there is a potential fit, we explain the opportunity and connect you with the relevant buyer or program for further evaluation.
- 04
Explore a Licensing Agreement
The prospective buyer determines eligibility, assesses the data, and negotiates any licensing arrangement with the authorized asset holder.
Loredom does not guarantee a buyer, offer, or transaction.
Why AI labs want this data
The AI Economy Has Moved Beyond Public Internet Scrapes.
AI models already know Wikipedia, Reddit, and public documentation. What they lack is how modern businesses actually function internally:
- How senior engineers debug production issues across complex architectures.
- How cross-functional teams prioritize trade-offs and coordinate execution.
- How domain-specific operations (fintech, healthtech, logistics, SaaS) handle real-world exceptions.
Your company solved these problems daily. That recorded experience is the textbook the next generation of AI agents is studying.
Questions
Frequently Asked Questions
Active or Closed, What You Built Counts. Its Knowledge Could Help Build the Future.
You spent years building something. A new market may now exist for some of the knowledge and systems your company created. Find out whether there’s an opportunity worth exploring.
A short confidential review. No files required. No offer or payment guaranteed.