Start from the real task
AI workflow and commercialization services are multiplying, but buyers still need deliverables, inputs, failure boundaries, and reuse paths.
Lead with buyer fit, deliverables, required inputs, acceptance criteria, and non-fit boundaries before pricing, packages, or contact links.
A case is not yet a market
The signal matters when it clarifies a real service task, deliverable, and acceptance rule, not when it only shows a demo.
Check the delivery boundary
- Update `ai-vertical-services` resource cards toward delivery-fact checks instead of broad service categories
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
Vague delivery facts make the page feel like advertising rather than a buying checklist. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.