ChatGPT and Codex Consulting

A team may need a managed assistant workspace, a coding workflow, or a service connected through an API. We assess those approaches against the task, current systems, administrative needs, and budget. Features and access are checked for the selected product and plan.

The assessment identifies users, approved information, output destinations, and who accepts the work. We also record what should remain manual. Purchasing additional access is useful only when the resulting workflow meets a defined need.

For connected workflows, we evaluate the available integration method and verify which data and functions it exposes. MCP servers can provide access to external services; we assess trust, permissions, and the approval requirements for sensitive actions.

For Codex work, we define project access, execution boundaries, source-control practices, and review before production use. Testing must assess the intended behaviour, and the team needs a way to restore a previous state if a change fails.

Pilot tasks include ordinary requests and difficult examples. We record acceptable results, corrections, and failure handling. Staff training covers giving useful context, verifying important claims, and reviewing generated changes or drafts.

Costs can include user access, API usage, tools, hosting, and staff review. We verify how the chosen deployment is billed and which limits are enforceable. XL AV can deliver a configuration, workflow guidance, evaluation results, and documented handover within the agreed scope.