Evaluate your own use case

A bounded test on representative data reveals more than a prepared presentation. Define expected outcomes and acceptable errors before the test.

A credible vendor explains limitations as clearly as strengths.

Review the full operating model

Models and licences are only part of the cost. Include integrations, observability, support, upgrades and expert review.

  • Data ownership and location
  • Export and portability
  • Logging and audit
  • Total cost of ownership

Define exit criteria

Contracts and architecture should allow data, configurations and logs to move without stopping the workflow. This reduces lock-in and improves design discipline.

Selecting a vendor means selecting an operating model for years, not buying a single feature.