Operational boundaries
Assign ownership for infrastructure, models, knowledge, integrations, and security before handover.
Record drivers, runtime, framework, model, and configuration.
Define metrics, thresholds, notifications, and response ownership.
Test recovery for configuration, data, and version changes.
Assess upgrade impact and preserve operation and approval records.
Four acceptance domains
Agree on success before procurement and delivery—not at the end of the project.
Model loading, streaming, multi-turn, authentication, and APIs.
First-token latency, output rate, concurrency, context, and stability.
Network, access, logs, model, and data protection.
Startup, recovery, monitoring, backup, upgrade, and rollback.
Define the workload before choosing models and compute
Share your target model, users, data boundary, and current environment. We will map capacity limits, delivery steps, and acceptance criteria.