Buyer FAQs

Should I book demos before measuring the problem?

A short category demo can help you learn terminology, but record a baseline before making a buying decision. Products such as AutoBid Mechanical and Simpro address different parts of the workflow, so an unqualified demo comparison can mislead.

How many projects should I include in a pilot?

Use enough examples to cover the actual variation and risk; this guide suggests 8–12 discovery cases only as a starting assumption. Document extraction guidance reinforces why clean and difficult input conditions both matter, but does not prescribe a sufficient HVAC sample size.

When should the finance lead become involved?

Involve finance when defining the baseline and cost model, before a pilot is commissioned. Public software pricing provides a licence anchor, while the buyer must supply internal effort, implementation and recurring operating costs.

Who should approve refrigerant or code-related changes?

Use the responsible technical parties and the local authority process for the actual project. EPA's sector guidance helps identify relevant federal restrictions, but it does not make an AI-generated estimate a code approval.

Can a supplier's cloud privacy page close the data review?

No: it is evidence for that component only. Microsoft's service-specific guidance should be combined with the application's own storage, access, retention and subcontractor information.

What is the first sensible expansion after a successful pilot?

Extend to a closely related workflow only after identifying new document types, review duties and failure modes. NIST's voluntary framework supports continuing evaluation, while your own acceptance evidence must justify the actual expansion.