Operational AI Research
Production Decision Systems
ZorrAI researches and deploys real AI decision systems—agentic AI in production, with memory, evaluation, and improvement loops built for governed product environments.
First live product instance: Veyra, a healthcare decision system for patient access and care continuity.
Startup infrastructure support
Cloud infrastructure, observability, and startup ecosystem support for production-grade operational AI systems.
The Production Pipeline
Our systems research centers on a repeatable path from input to improvement. ZorrAI designs governed product systems where scoped intelligence workers interpret, decide, act, remember, and improve—with human-in-the-loop workflows, orchestration, observability, and production reliability.
First Live Healthcare Instance
Veyra is ZorrAI's first live healthcare product instance—the decision pipeline in production for patient access, intake routing, care continuity, and medication coordination, with human-in-the-loop governance.
System Capabilities
How operational AI research translates into governed modules across the production pipeline.
AI Interpretation
Interprets complex inputs into structured meaning for downstream decisions, routing, and governed action.
Decision Orchestration
Orchestrates decisions and actions from context, policy, and system state—with observability across the pipeline.
Human-in-the-Loop Workflows
Keeps people in control at critical steps while scoped intelligence workers execute within governed boundaries.
Memory
Durable memory of decisions, outcomes, and context that informs future routing and improvement loops.
Evaluation & Improvement
Evaluation and improvement loops that assess decision quality and feed reliable changes back into production.
Production Reliability
Observability and operational signals that surface what the system decided, why, and how it performed in production.
Production Decision Interface (Research Visualization)
Connect With ZorrAI
Discuss operational AI research, production decision systems, or collaboration on governed deployments with the ZorrAI team.
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