AI is reshaping how enterprises operate – from automating internal workflows to powering customer experiences. But as AI systems become more embedded into business-critical functions, the stakes get higher.
Security, governance, and compliance teams are now on the front lines of a new challenge:
- Are our AI models secure?
- Can we validate how they were built — and on what data?
- What risks are we exposed to at every stage of the AI lifecycle?
BigID’s AI TRiSM (AI Trust, Risk & Security Management) helps organizations answer those questions with confidence — and action. It’s a unified solution, built into BigID’s data security and governance platform, designed to secure your models, quantify your risk, and validate the trustworthiness of your AI data — all in one place.
What is BigID AI TRiSM?
BigID’s AI TRiSM brings trust, risk, and security together — not as separate tools, but as interconnected controls inside one platform. It combines:
AI Security Posture Management (SPM)
Continuously monitor and score models based on behavior, exposure, and access patterns. Detect unauthorized usage, prompt injection attempts, or anomalous access to sensitive data — before it becomes a breach.
AI Risk Assessments
Automate assessments aligned to NIST AI RMF, ISO 42001, and other frameworks. Quantify and track risk across AI infrastructure, usage, access points, and even third-party AI vendors — with support for audit-ready documentation.
AI Data Trust Validation
Validate the data feeding your models: assess lineage, sensitivity, accuracy, and consent metadata to ensure your AI systems are built on trusted, compliant, and high-quality inputs — not risky or ungoverned data.
These three pillars work together to create a continuous loop of visibility, accountability, and remediation — giving your teams the power to govern AI responsibly at scale.
Why BigID AI TRiSM Stands Out
Most solutions offer passive dashboards or model registries. BigID is different.
✔️ Built-In Actionability
Take immediate action on identified risks: quarantine data, restrict model access, trigger policy workflows, or notify stakeholders — all within the BigID platform.
✔️ End-to-End Coverage
AI TRiSM doesn’t just monitor models. It ties those models to the data they use, the people who built them, the access they have, and the policies they violate — offering full-spectrum oversight.
✔️ Compliance & Framework Alignment
Get ahead of emerging AI regulations and framework requirements. BigID maps risk to NIST, ISO, and other standards so you’re always audit-ready.
✔️ Cross-Team Collaboration
AI TRiSM empowers security, privacy, and governance teams to work from a shared system of record — aligning stakeholders with unified risk scoring and centralized dashboards.
From Insight to Impact
AI TRiSM is embedded into BigID’s broader platform — enabling you to go beyond insight and take real action.
You can:
- Automatically detect risky model behavior
- Block access to high-risk datasets
- Validate if training data is compliant
- Trigger remediation workflows when policies are violated
- Share reports with auditors, boards, and internal stakeholders
No bolt-on tools. No fragmented visibility. Just one integrated approach to secure and govern AI across your data landscape.
See AI Risk. Prove AI Trust. Take AI Action.
BigID’s AI TRiSM gives you a new way to govern enterprise AI — built for the reality of how AI is deployed today: across teams, systems, and silos.
It’s not just AI governance for the sake of it — it’s operational AI risk management you can prove, enforce, and scale.
Schedule a 1:1 demo with our data security experts to see how AI TRiSM helps your organization deliver responsible, secure, and trusted AI — without slowing down innovation.
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