We agree one workflow, its data sources, permissions, deployment environment and acceptance checks before starting. Depending on scope, delivery can include model API integration, tool calling or MCP connections, tenant access controls, logging, failure handling and documentation. An initial paid assessment determines the implementation scope; production rollout and ongoing support are agreed separately.