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Overview#
The Partner Orchestrator domain provides a coordination layer for AI partner systems within the platform. It manages multiple AI model providers and specialized partner services (investigative, OSINT, briefing, vision, geospatial) to deliver intelligence capabilities with provenance tracking, ensemble reasoning, and adversarial validation.
Key Features#
- Multi-model orchestration across multiple AI providers with automatic routing by task type
- Cost, quality, and speed optimization with configurable fallback chains
- Provenance tracking with content verification and immutable operation audit trails
- Ensemble reasoning that runs queries across multiple models with consensus scoring
- Adversarial validation for data tampering detection and source reliability scoring
- Real-time intelligence streaming via subscriptions with filtering by severity and confidence
- Investigative operations including AI-powered query optimization and path analysis
- Entity alias resolution with identity clustering and lineage tracking
- Citation tracking for legal proceedings with source attribution
- Legal compliance validation with jurisdiction-specific checks and review flagging
Use Cases#
- Coordinating multi-model AI analysis for critical intelligence decisions requiring cross-model validation
- Running adversarial checks on evidence data to detect manipulation before court submission
- Streaming real-time intelligence updates to analyst dashboards filtered by severity and confidence
- Optimizing investigative queries and generating entity relationship hypotheses across large datasets
Integration#
The Partner Orchestrator integrates with AI partner configurations, evidence chain of custody, legal brief generation, case management, and security event correlation systems. It supports real-time subscriptions for intelligence updates and task status changes.
Last Reviewed: 2026-02-05