ODD: on-demand dashboards with a reviewable data story

That depends on the reporting requirements, controls, refresh needs and scale. An on-demand exploration tool and a governed enterprise reporting platform can serve different purposes. Evaluate access, definitions, reconciliation and ongoing operation before deciding whether the product should complement or replace an existing reporting workflow.

Start with known totals and a small set of representative records. Confirm dates, units, filters and the definition of each important measure. Inspect a drill-down where available and compare the result with the approved source. A visually convincing chart should remain a candidate for review until its underlying interpretation is accepted.

Bring a representative task, the people involved and an example of an acceptable result. Use synthetic or approved redacted information for the first walkthrough. Ask to see ordinary work, exceptions and the handoff to a person. A demonstration should establish current functionality and prerequisites rather than treating a roadmap item as an available feature.

Confirm the current commercial offer for your organisation, including contracting entity, supported applications, provisioning and support arrangements. A group product description does not establish identical availability in every country. The walkthrough should identify the supported version and any regional provider requirements before you purchase subscriptions, connect accounts or plan a production rollout.

Request a written quote for the current version and intended usage. Separate the product subscription from setup, third-party licences, model or channel usage and any custom work. Include onboarding and ongoing support responsibilities. Published examples should not be treated as a binding offer for a different market, configuration or transaction volume.

Review the actual data flow for the selected deployment: what is read, where it is processed, who can access it and how it is retained or removed. Include connected model and platform providers where relevant. Agree the appropriate information-handling terms before production use; a product name alone does not establish a hosting region or certification.

Confirm each required connection and action against the current product, supported editions and provider permissions. A possible custom integration is different from an included feature. Test authentication, identifiers, error handling and the resulting records before relying on the connection, and identify who maintains it when the product or the external application changes.

Confirm the accepted use case, accountable owner, permissions, support route and procedures for errors or unavailable dependencies. Complete a representative pilot and document its limitations. Agree who can approve changes to the workflow and connected accounts. The production decision should follow evidence of fit, rather than relying only on a polished demonstration or a general product description.