Platform — AI Systems Layer
Enterprise AI that your compliance team can approve.
The MarqX AI Systems layer is the governance-first foundation for every AI action in the platform. Every model call, agent decision, and output is logged, cited, and human-reviewable before it affects your operations.
Architecture
How the AI Systems layer works
Policy-grounded agents
Every AI agent grounded in KNOW — your own documents. No generic LLM outputs. Every answer cites source policy.
Human oversight by default
Configurable gates ensure high-stakes AI actions always require human approval before execution. Zero autonomous decisions above your threshold.
Model-agnostic runtime
Run GPT-4, Claude, Gemini, or your own fine-tuned model. GOVERN wraps every model call with the same audit protocol.
Agent observability
Every agent call logged: model used, prompt sent, context retrieved, output generated, latency, and cost. Full transparency.
Feedback and retraining loop
Human corrections feed back into your knowledge base. Agents improve over time without model retraining.
Fail-safe escalation
Confidence below threshold → automatic escalation to human. No silent AI failures.
Deploy AI your board will approve
See how the AI Systems layer makes every model call auditable and every agent action governable.