Deployment-fit memo

Summarizes the workload, constraints, viable approaches, risks, and recommended 30-day path.

Architecture brief

Records model, runtime, integration, data, security, support, and validation choices before implementation.

Validation report

Documents tested configuration, workload conditions, observations, limits, and recommended adjustments.

External research

Use free discovery resources before paying for execution.

OpenSourcesAI is the separate free resource for learning about local and open AI options. AI Integrator is the paid path when a team needs help turning a decision into a practical plan or validation record.

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Need a specific artifact?

Start with an assessment or scoped planning request.

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