More than old records
An estimate, dispatch record or project note may feel ordinary on its own. Across years of activity, those records can describe how experienced people evaluate a situation, choose a path and complete the work.
That operational context is increasingly relevant to organizations building and evaluating AI systems. The potential is not the customer list—it is the pattern of work and judgment around it.
What creates potential
Historical depth, repeatable workflows, meaningful volume, organized systems and specialized domain expertise are common indicators. No single factor determines fit, and every program applies its own requirements.
Start at the business level
A sensible first step does not require sending files. Opsell begins with a high-level company profile, reviews potential fit and speaks with qualified businesses before any introduction is considered.