Operational data licensing
Your company's data could be worth $50K–$2M+*
We help established companies securely identify, prepare, and license proprietary operational data to leading AI companies.
* Illustrative range for multi-year licensing of qualifying datasets. Not a quote, typical result, or guarantee. Value depends on volume, quality, rights, permitted uses, and buyer demand.
Step 1 of 2
Confidential
Setaryx does not guarantee that any dataset will receive a licensing offer or have a specific monetary value. Any valuation depends on buyer demand, dataset quality, rights, permitted uses, and other factors.
The public web has already been scraped. What models still lack are real examples of how skilled people take a job from first call to final fix, and that record lives inside your business.
Your private data
Worth more than you think
technician notesLicensable · Unique · Not on the web
Public data
Already scraped and trained on
forum postsCommoditized · Low value
Why it matters
Your service records, project histories, support tickets, technical documents, diagnostic notes, and completed workflows contain something AI companies cannot get from the public internet: examples of how real work actually gets done.
Service records, diagnostics, projects, documents, images, and more.
Records · Diagnostics · Media
Sensitive information can be removed and data usage is defined contractually.
De-identified · Contracted
Generate licensing revenue from information your business already produces.
Licensing revenue
Your company decides what can be reviewed, licensed, and used.
Approval at every step
Industries
We focus on operational industries where years of skilled, real-world work are captured in systems of record — and rarely seen outside the company.
Service calls, diagnostics, and equipment histories across commercial and residential systems.
Project histories, RFIs, submittals, change orders, and field documentation.
Production, quality, and maintenance records from real plant operations.
Work orders, asset registers, and building system operations across portfolios.
Commercial and industrial refrigeration service, leak, and performance records.
Trade service records, inspections, estimates, and code-compliance documentation.
Design calculations, specifications, reviews, and technical correspondence.
CMMS records, failure analyses, and reliability programs from operating plants.
Support tickets, case files, and structured workflows from specialist service firms.
For AI teams
We source, prepare, and deliver real-world operational data for AI training, evaluation, agent development, and domain-specific model improvement.
Delivery
Secure transfer
Format
JSONL · Parquet
Rights
Contracted
How it works
Every engagement follows a defined process. Nothing leaves your control until terms are agreed and you approve it.
We evaluate what data exists without requiring a full database export.
We assess volume, structure, uniqueness, rights, and potential buyer demand.
Approved datasets are prepared, sanitized, structured, and documented.
We connect qualifying datasets with AI companies and data buyers.
Terms are agreed upon before commercial access is provided.
Dataset example
The most valuable datasets connect a real-world problem to the expert steps taken to solve it — at volume, over time.
Record structure
Illustrative example only. Figures do not represent a specific client or available dataset.
Start with a confidential, no-cost review. No database export required, and nothing is shared without your approval.