Compare Nashville AI proposals without being distracted by demos

Normalize what providers are being asked to do

Send the same workflow description and source-system list to each candidate. Include the difficult cases and the current manual process. If one provider proposes a draft assistant and another proposes automatic execution, those are different scopes even when their proposals use similar language.

For a Nashville buyer, local availability can be a useful delivery consideration. Record the sessions or site visits the work actually requires. Avoid treating an address or a familiar industry phrase as a substitute for evidence about the proposed implementation team.

Expose assumptions and exclusions

Ask which integrations have been verified, which permissions are required, and which data problems remain unresolved. A proposal should state the conditions that would change scope or timing. Hidden assumptions tend to surface after a team has already committed to a preferred solution.

Create a separate list of excluded actions. Examples include automatic customer commitments, changes to financial records, or access to restricted documents. The exclusions should be specific enough that a later feature request can be recognized as a real change in responsibility.

Evaluate the acceptance method

Ask providers to define completion using observable business behavior. Include missing information, denied access, duplicate requests, and an unavailable source system. NIST’s AI risk framework is a useful reference for discussing context and consequences, but your own acceptance examples make the requirement concrete.

Request evidence from the full handoff. A model producing a correct draft is one step; the reviewer receiving it, correcting it, and recording the accepted action may determine whether the system is usable. Compare the complete workflow rather than isolated model outputs.

Reference: NIST: AI Risk Management Framework

Compare the operating handover

Identify who owns code, accounts, source maintenance, monitoring, and incident response. Ask how a replacement team would take over. Include the effort your own employees must contribute during discovery, testing, and ongoing review. That internal responsibility is part of the decision.

Agentix can turn a workflow brief into a scoped implementation proposal. We recommend using the same questions with us and other candidates. The strongest proposal explains both how the result will be proved and what happens after the implementation team leaves.

Reference: Agentix (publisher): Agentix services

Common questions