AI Risk Management
Use Cases
From autonomous Agentic AI to foundation models and custom Gen AI applications, LatticeFlow AI discovers, evaluates, and governs AI Risk. Control your AI Risk by evaluating and monitoring against frameworks with the deepest technical controls, producing audit-ready evidence you can trust for compliance, risk, and board-level decisions.
Agentic AI Risk and Security Assessment
As AI agents take on greater autonomy – executing multi-step tasks, invoking tools, and triggering real-world actions – the stakes of failure rise significantly. Evaluate and monitor the security, reliability, compliance, and performance risks associated with agentic AI as agents operate with greater autonomy, spanning decision-making, tool use, and real-world actions. See how we helped an agent provider for financial institutions assess their agentic AI risk and compliance with emerging AI regulation.
Foundation Models
Risk Screening
Screen foundation models for risks in performance, security, and safety to uncover hidden limitations before adoption. Independent AI model risk assessments reveal where models may fail and how to mitigate risks. See how and access risk reports in AI Insights.
GenAI Risk
Assessment
Ensure your internal and external custom GenAI use cases (e.g., knowledge assistants, KYC, customer support bots) are performant, reliable, compliant, and evaluated against relevant risk frameworks. Monitor, detect, and mitigate issues such as hallucinations, bias, or data leakage to strengthen performance and trust. See how we helped a global bank assess risk for a RAG-powered investment assistant in this case study.
EU AI Act Compliance
Get the risk frameworks and technical evidence you need to demonstrate compliance with the EU AI Act. Execute technical evaluations for accuracy, robustness, and cybersecurity as required by Article 15 of the act. Building on our leadership through COMPL-AI, we help you monitor your AI systems to ensure compliance with EU regulations. Learn more about COMPL-AI.
AI Performance Optimization and Monitoring
Maximize ROI from your AI systems by enhancing performance, uncovering hidden failures, and mitigating risks. Continuously monitor relevant metrics to ensure your models run reliably, safely, and in full compliance. See how we helped a leading power infrastructure company mitigate risks and improve performance.
Automated AI Discovery & Risk Inventory
Continuously scan your AI systems to discover and catalogue every component — models, datasets, pipelines, agent configurations, tool connections, and permissions. Go beyond knowing what AI you have to understanding what's inside each system and where risk accumulates. Maintain a live AI Bill of Materials linked to evaluation evidence and risk scores across on-prem and cloud environments. Learn more about our acquisition of AI Sonar, the Leading AI Discovery Platform.
Automated AI Security Red-Teaming
Continuously test your AI systems for vulnerabilities and AI security risks - prompt injection, jailbreaks, data leakage, harmful outputs, and goal drift. Go beyond one-off audits with automated testing that runs across models, agents, and RAG pipelines at scale. Findings feed into your risk inventory and can be mapped to frameworks like OWASP or MITRE ATLAS, helping teams prioritize remediation based on real evidence.
AI Governance Operations
Centralize risk frameworks and translate AI risks into actionable technical controls for consistent governance across your organization. Whether pursuing ISO 42001 or other standards, unify AI assessments to ensure every system is evaluated and monitored with clarity and precision. LatticeFlow AI brings these capabilities together in a unified AI platform that scales with your organization.
Turn AI Risk into AI Advantage
See the LatticeFlow AI Platform in Action
Discover how LatticeFlow AI helps organizations discover AI systems, evaluate risk through deep technical analysis, and continuously monitor AI in production.
Book a 15-minute platform walkthrough.