Identity & tenancy
Authenticate people and workloads, isolate organizations, and authorize every capability.
Trust architecture
Safety and quality must be production systems, not prompt instructions.
The UmamiMind architecture is designed to apply controls before retrieval, during reasoning, around tool actions, and after output generation. The public preview describes this target control model; it is not a certification or assurance report.
Control domains
Protection across the complete run lifecycle
Data boundaries
Classify sensitive context, constrain retrieval, and minimize information sent to models.
Action guardrails
Validate tool inputs, require approvals, and block operations outside policy.
Evaluation gates
Measure quality, safety, cost, and latency thresholds before release.
Audit evidence
Capture decisions, sources, policies, approvals, tool calls, and outputs as one run record.
Operational assurance
Track SLA, error budgets, spend, drift, regressions, and business outcomes.