The Records That May Hold Value — and the Businesses That Hold Them
AI developers look for records that show how real businesses operate. Below are the categories of operational business data that may be valuable, and the industries where we focus our work.
Eight Categories of Valuable Operational Data
These categories are illustrative. Actual demand varies by buyer and sector, and any data shared is subject to rights, ownership and confidentiality review.
CAD drawings & technical designs
Engineering drawings, schematics and technical specifications produced during design and installation work.
Quotes, estimates & proposals
Pricing records, tender responses and proposals that reflect how work is scoped and costed.
Standard operating procedures
Documented methods, checklists and processes that capture how your business consistently delivers.
CRM & customer-service records
Structured records of enquiries, job histories and service interactions, subject to privacy review.
Internal business communications
Project correspondence and coordination that show how teams collaborate and resolve issues.
Project management documentation
Plans, milestones, change records and reporting that demonstrate how work is delivered end-to-end.
Scheduling & operational workflows
Routing, resourcing and dispatch records that reflect the rhythm of real operational activity.
Training manuals & knowledge bases
Internal documentation that captures specialist expertise built up over years of trading.
CAD drawings, technical specifications and project documentation may be especially relevant to specialist engineering, manufacturing and installation businesses, depending on current buyer demand.
Industries We Focus On
We work with established home-service, installation, engineering and specialist contracting businesses — typically with approximately 30–500+ employees, several years of trading history and substantial accumulated records.
HVAC & ventilation
Heating, ventilation and air-conditioning contractors.
Plumbing & electrical
Plumbing and electrical installation and service companies.
Windows, doors & conservatories
Manufacturers and installers of windows, doors and glazed structures.
Roofing & construction
Roofing contractors and general construction firms.
Solar & renewables
Solar panel and renewable energy installers.
Landscaping & maintenance
Landscaping and property maintenance operators.
Steel fabrication & manufacturing
Specialist fabrication and manufacturing businesses.
Other home-service companies
Established home-service operators with substantial records.
Data suitability, ownership, confidentiality and licensing rights must all be assessed before anything is shared. The business should obtain appropriate legal and data-protection advice before licensing any information.