QUERY INTELLIGENCE
Classify task intent, context, risk, constraints, and required capabilities before selecting execution.
Run intelligence as a governed system across models, providers, policies, budgets, evaluations, and infrastructure—without coupling every application to one vendor.
MC-1 separates the intelligence decision layer from the models and infrastructure that execute it.
The governed runtime for selecting, executing, evaluating, and improving intelligence.
Classify task intent, context, risk, constraints, and required capabilities before selecting execution.
Know what can run, where, and under which constraints.
Filter eligible paths before optimizing for quality, latency, and cost.
Compose eligible specialist models when a governed multi-stage plan improves the outcome.
Keep restricted workloads within approved regional, private, local, or customer-controlled boundaries.
Measure outcomes and use bounded escalation when a route falls short.
Learn when routing is enough and when specialization deserves review.