Working together

Start with one workflow in your product.

Evidence, scope and adoption effort

Existing reviewed examples may be reusable after checking label quality, model version, sampling, languages and sources. New customer populations or priority definitions may need new evidence. The amount of review and integration work depends on the workflow and error limits.

We would agree the evaluation baseline, data access and responsibilities before integration. Incident response stays with the organization responsible for acting on the mention; the provider, customer and any service team agree who supplies labels and carries out continuing reviews and audits.

The walkthrough demonstrates fictional interfaces and prepared outcomes; it does not connect your listening product or send alerts.

See what happens when conditions change