An engineering handoff for reviewing AI service obligations
Engineers can make a service-terms review more useful by supplying a precise account of the product, inputs, outputs and dependencies. They should not replace that review with a headline about ownership or assume that a local model automatically removes every obligation.
Prepare the product inventory
Identify the actual service and account used, the organisation that contracted for it and the application calling it. Include order forms or negotiated conditions for the authorised reviewer where relevant. Do not use a consumer agreement as a substitute for a business application's applicable documents.
Keep a dated list of model weights, extensions, hosted endpoints and asset sources. A generative project can involve several independent terms. The inventory should allow each dependency to be reviewed without assuming that one provider's licence covers the entire workflow.
Describe the intended use precisely
Explain the task, input categories, output recipients and whether the result is published, sold or used internally. Include human review and any downstream decision-making. Vague descriptions such as using AI make it difficult to assess conditions that depend on the actual activity.
Record whether reference material contains personal information, client secrets or third-party creative work. Do not presume that generating a new file resolves permission questions about its inputs. Keep unresolved questions visible instead of encoding an unreviewed interpretation into the software.
Supply the technical data flow
Map where information is uploaded, processed, logged and stored. Use endpoint-specific documentation for a hosted API. For a local model, include extension calls and shared storage rather than assuming the workstation is an isolated boundary.
Describe retention and deletion controls that operators can actually configure and test. Distinguish documented behaviour from observations and assumptions. Avoid promising zero retention or complete local execution when those properties have not been established for the chosen route.
Convert the review into operating controls
After the responsible reviewer resolves the applicable conditions, record the resulting technical requirements: permitted input classes, allowed destinations, retention settings and release checks. Keep the decision date and owner so a product or contract change triggers a focused reassessment.
This article is not legal advice and does not claim a universal royalty, ownership rule or exemption for local models. It replaces the earlier unsupported rent-seeking framing with a practical handoff process. The engineer's contribution is a verifiable system description and implementation of reviewed requirements, not a substitute legal conclusion.