Documentation standards
Deliverables include system diagrams, API specifications, model validation reports, and runbooks for routine maintenance.
Supplementary resources
Projects should include clear documentation, defined testing datasets, and monitoring plans. Stakeholders are encouraged to evaluate both technical outcomes and operational implications such as user workflows, error handling, and support processes.
Deliverables include system diagrams, API specifications, model validation reports, and runbooks for routine maintenance.
Define roles for incident response, model retraining triggers, and metrics to assess model utility over time.
Establish access controls, retention policies, and simple audit logging to support transparency and compliance.
Choose the level that matches your technical readiness and objectives
Short, focused consultation
Structured feasibility and scope definition
Prototype, validation, and pilot deployment