LLM Weather Channel

Does your authority survive the model?

Governance is only as good as the record it leaves behind. We measure whether frontier models keep the rules you set, mark what they invent as their own, and carry the approval trail across generational handovers.

Every major lab changes model characteristics unannounced: safety-layer tweaks, serving-stack, quantization altitude and routing between deployments. Any of these can break a control system in production, and the cadence at which they happen is genuinely a black box.

Prioquity builds governance for agentic systems in production. This page is a public tool anyone can use to gauge their own models’ behaviour on the metrics that matter for consistent and reliable outputs.

Our customers have access to a private dashboard built on the same core instrument but with additional features and tuned on their own stack. They see authority drift the moment it appears, and the instrument retunes the governance corpus in real-time and brings the agentic fleet back in line.

The result is an autonomous loop that yields consistent and reliable output from even the most complex and multi-layered networks with sparse human supervision.