AI TRiSM: Trust, Risk, and Security Management for Enterprise AI
Singulr maps to every layer of Gartner’s AI TRiSM framework. Govern, protect, and control AI across your enterprise from a single platform — without stitching together point solutions.
What Gartner’s AI TRiSM Framework Covers
AI TRiSM is Gartner’s framework for managing the trust, risk, and security challenges that AI creates in enterprise environments. It defines four layers that work together to keep AI systems operating within acceptable boundaries:
L1
L2
L3
L4
LAYER 1
AI Governance
Catalog every AI asset. Score risk continuously. Enforce accountability from experimentation through production.
AI Asset Inventory
Risk Scoring
Red Teaming
Policy Engine
LAYER 2
Runtime Inspection & Enforcement
Monitor AI models, applications, and agent interactions in real time. Detect and stop threats as they happen.
Interaction Monitoring
Injection Defense
Real-Time Blocking
Data Exfil Preventation
LAYER 3
Information Governance
Control what data AI systems can access. Classify sensitive information. Enforce permissions across every AI interaction.
Touchpoint Discovery
Data Flow Mapping
Auto Classification
Access Controls
LAYER 4
Infrastructure & Stack
Apply proven security controls — endpoint, network, cloud, identity — to AI workloads.
Touchpoint Discovery
Data Flow Mapping
Auto Classification
Access Controls
Four layers, four different tools, four different teams
Enterprises don’t fail at TRiSM because they ignore it. They fail because they implement it in fragments — one tool for governance, another for runtime, a third for data classification, and manual coordination to hold it all together.
Disconnected
Your governance platform can’t enforce policies at runtime. Your runtime tool doesn’t know what’s in your AI catalog. Every layer operates blind to the others.
Incomplete
Most vendors cover one or two TRiSM layers and call it a platform. The gaps between tools are where incidents happen.
Manual
Without a unified system, every policy change requires updating multiple tools, retraining multiple teams, and hoping nothing falls through.
Slow
Fragmented TRiSM turns AI adoption into a multi-team approval chain. Business units stop waiting and deploy AI without oversight.
Introducing
Singulr AI Control Plane for TRiSM
Enterprises don’t fail at TRiSM because they ignore it. They fail because they implement it in fragments — one tool for governance, another for runtime, a third for data classification, and manual coordination to hold it all together.
Singulr meets every core TRiSM requirement
Gartner defines mandatory capabilities for TRiSM solutions. Singulr delivers each one natively, not through integrations or partner products:
AI Inventory & Cataloging
Singulr Pulse™ maintains a continuously updated inventory of all AI models, applications, agents, and datasets across your environment.
Data Mapping & Lineage
Contextual Discovery tracks data usage across AI systems with full lineage from source to consumption.
Continuous Monitoring & Assurance
Red teaming runs continuously while runtime protection monitors production AI in real time.
Pre- and Post-Deployment Governance
Automated workflows handle vetting before deployment. Runtime controls maintain governance after launch.
Policy Enforcement & Compliance
Natural language policy engine with automated enforcement and audit trails for regulatory requirements.
AI Provider Independence
Works across proprietary models, open-source systems, cloud services, and third-party vendors without lock-in.
What unified TRiSM means for your team
Pre- and Post-Deployment Governance
Singulr gives you a single platform that covers all four TRiSM layers with connected enforcement. See every AI asset, its risk score, and what controls are active — without correlating data across disconnected dashboards.
Accelerate AI adoption without fragmented governance
Singulr replaces the multi-tool, multi-team coordination tax with a single control plane. Track AI usage, enforce standards, and measure adoption across the organization from one system.
Meet regulatory requirements with auditable TRiSM coverage
Singulr provides complete audit trails of AI activity, data access, and policy enforcement across all four TRiSM layers. Map directly to NIST, EU AI Act, HIPAA, and industry-specific regulations.
Healthcare
Prevent PHI exposure across AI interactions while maintaining HIPAA audit trails. Singulr’s TRiSM coverage ensures AI systems meet healthcare regulatory standards without slowing clinical innovation.
Financial Services
Address SEC, FINRA, and banking regulations with unified AI governance. Track model risk, maintain algorithmic decision traceability, and prevent unauthorized access to customer financial data.
Public Sector
Meet government transparency and accountability mandates for AI systems. Maintain data sovereignty, audit readiness, and compliance with agency-specific requirements.
Testimonials
"At KVC Health Systems, our mission is to enrich and enhance the lives of children and families by providing medical and behavioral healthcare, social services, and education. To do this effectively, we must embrace innovation while protecting sensitive data. Singulr has given us the confidence to adopt AI at scale without compromising security, compliance, or governance. Their platform provides visibility and control over how AI is used, ensuring alignment with regulations and our internal standards.
What stood out was the speed to value—we moved from evaluation to impact in weeks, not months. Singulr has strengthened our security posture while accelerating our ability to deliver AI-driven solutions that advance our mission. They are more than a technology provider; they are a trusted partner helping us responsibly harness the power of AI."
What stood out was the speed to value—we moved from evaluation to impact in weeks, not months. Singulr has strengthened our security posture while accelerating our ability to deliver AI-driven solutions that advance our mission. They are more than a technology provider; they are a trusted partner helping us responsibly harness the power of AI."
“As an innovation-driven company, we must move fast to harness the power of AI, but we can’t do it blindly. Singulr provides the intelligence and guardrails that let us adopt and innovate with AI quickly and confidently, while continuing to protect our customers, employees, and company.”
"One of the biggest challenges in the adoption of AI in the enterprise is that security and IT are still acting as silos. In general, security sees AI as a risk to the organization, and IT sees AI as an accelerator to the organization. It’s time to break down the silos and empower IT and security operations to work in lockstep. 3 Tree Tech is proud to partner with Singulr, as they enable this crucial connection by empowering our enterprise clients to harness the full power of AI - faster and with secure confidence."
“As a recognized leader in AI governance and cybersecurity advisory, we see Singulr's unified AI control plane as a game-changer. It gives our clients the visibility and control they need to innovate fast with AI and lead with confidence while reducing unintended risks and maintaining compliance.”
“At Delta Dental, protecting member information is foundational to our mission. As AI becomes more autonomous, invoking tools and operating across increasingly agentic workflows, governance has to be something you apply continuously. The only way to successfully manage this at scale is through a unified approach that enforces governance controls, provides visibility across agents, models, and tools, and continuously measures whether safeguards are working as designed. As agentic architectures become more common, that level of live, measurable governance becomes essential infrastructure.”
"As organizations adopt AI and agentic technologies, one of the biggest challenges is understanding where risk actually exists and how to manage it responsibly. At HALOCK, we work with clients to perform structured risk assessments that surface both known and unknown exposures and define what must be controlled. Our partnership with Singulr creates a natural path from assessment to action. By connecting the risks uncovered during evaluation with Singulr’s runtime governance and control capabilities, organizations can move quickly from understanding their AI risk posture to actively managing and addressing the risks as these environments evolve and they continue to scale AI adoption.”
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Assess your TRiSM readiness
See how Singulr covers all four TRiSM layers for your environment.
