Govern

Monitor risk and compliance and make critical decisions

Level up your technical results into interpretable risk decisions.
Continuously monitor AI risks as your portfolio, threat environment, and AI systems evolve.

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Features

From Technical Evidence to Continuous Risk Control

Learn how LatticeFlow AI turns evaluation results into interpretable, continuously updated risk decisions.

Your AI System, Your Interpretation

Our deterministic and systematic methodology produces risk scores specifically for your use-case, taking into account impact, domain, and industry relevant factors, allowing high-level stakeholders to make critical decisions.

Customizable repeatable and transparent evaluation configuration

Portfolio-level Agentic Risk, Live

Continuously track risk, framework coverage, performance, and open actions across live AI Agents, all in one place. Keep every governance decision linked to the evidence so that you can deploy new and features with confidence.

Remediate Where It Matters

Know what to fix first. Govern surfaces your highest-risk systems, helps teams collaborate on remediation, and ensures the right guardrails are put in place—all backed by data.

Governance Evidence, Synced

Sync governance evidence to the dashboards, GRC systems, and workflows you need. Use the API or export evidence in standard formats. No copying, no clicking, no manual handoff. Hand it to auditors as-is.

Frequently Asked Questions

What is Govern?

Govern turns raw technical results from Evaluate, Secure, and Discover into interpretable risk ratings and enables continuous risk monitoring across your AI portfolio. It is the interpretation and automation layer of the LatticeFlow AI platform.

How does Govern interpret raw evaluation results?

Govern applies a transparent, context-aware interpretation methodology that converts technical metrics into clear risk ratings ready for decision making. Interpretation accounts for use case, system context, and the governance frameworks curated in Atlas.

Why do AI risks need continuous monitoring?

AI systems and their environments change constantly - new model versions, evolving threats, new languages, growing knowledge bases. Pre-deployment tests can't keep up on their own, and in-the-wild evaluations on real traffic are needed to supplement comprehensive but artificial pre-launch testing. Some regulations, like FINMA 08/24, explicitly require ongoing monitoring. Govern automates this loop by re-triggering Evaluate and Secure on a schedule or in response to system, data, or threat events.

Can Govern integrate with my existing GRC tools?

Yes. Govern exposes an external API to push interpreted risk ratings into existing GRC platforms, feed custom dashboards in your own tooling, or generate one-time risk reports.

How is Govern different from evaluation tools or observability platforms?

Evaluation tools generate raw results but stop short of interpretation. Observability and monitoring platforms capture lots of production data but lack evaluation depth and governance-aligned interpretation. Govern combines context-aware interpretation - backed by the framework registry in Atlas - with easy integration into the rest of your stack as a trigger, data source, or result destination.

How does Govern connect to the rest of the LatticeFlow AI platform?

Govern interprets results from Evaluate, Secure, and Discover. Interpretation methodology is curated in Atlas. Together they close the loop on continuous, governance-aligned AI risk control.

Turn AI Risk into AI Advantage

See the LatticeFlow AI Platform in Action.

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