AI Incident Response and Remediation Services

Respond faster to AI security, compliance, and operational incidents with runtime controls, audit visibility, and guided remediation. Trussed AI helps enterprises contain risky model behavior, investigate agent actions, and restore safe operations without disrupting production systems or slowing responsible AI adoption.

AI incident response monitoring dashboard

Our AI Incident Response and Remediation Services Services

Targeted services to detect, contain, investigate, and remediate AI incidents across enterprise systems.

AI Control Plane

Centralize incident oversight with runtime policy enforcement, audit logging, failover support, and visibility across AI apps, agents, and developer tools to reduce exposure and speed coordinated remediation.

Agentic Governance

Control agent actions during incidents by authorizing tool calls, data access, and workflow triggers in real time, helping teams contain risky behavior before it spreads across connected systems.

AI Audit Assurance

Investigate incidents with complete audit trails, policy evaluation records, model versions, timestamps, and data lineage so teams can trace decisions quickly and document corrective actions clearly.

Cost Governance

Identify runaway usage and enforce budget thresholds during AI incidents with real-time spend tracking, alerts, and hard stops that prevent costly escalation across teams and workflows.

Governance Advisory

Strengthen incident readiness with governance strategy, approval workflows, stakeholder alignment, and audit preparation designed to reduce manual effort and improve response consistency.

Runtime Compliance

Maintain continuous compliance during and after incidents with controls aligned to frameworks like HIPAA, GDPR, FERPA, NIST AI RMF, and ISO 27001.

AI incident response workflow review

Our AI Incident Response Process

Detect and Triage the Incident

We identify abnormal AI behavior, policy violations, suspicious agent actions, or cost spikes using runtime telemetry, alerts, and audit signals, then classify severity, affected systems, and immediate business risk.

Contain Active AI Risk

Investigate Root Cause Fast

Remediate and Restore Operations

Document and Harden Post-Incident

Trusted AI Operations

Success Stories

See how enterprises improve AI control, compliance, and recovery readiness.

"Trussed AI Control Plane transformed our AI deployment process. Real-time policy enforcement across our models reduced compliance violations by 50% within weeks. The proxy integration required zero code changes, making adoption seamless."

Dr. Michael Chen

"Our banking operations faced critical gaps in AI audit trails. Trussed's AI Audit and Assurance service generates complete governance evidence automatically, enabling us to pass regulatory exams with confidence and zero manual reconstruction."

Sarah Mitchell

"As a regulated healthcare provider, ai incident response was our biggest concern. Trussed's real-time policy enforcement and intelligent routing mean we catch issues instantly, protecting patient data and maintaining SLAs without compromise."

James Rodriguez

"We deployed Agentic Governance across our multi-agent workflows in 2 weeks. Every agent tool call is now authorized in real time, and our manual governance workload dropped 50%. The control follows agents everywhere they operate."

Emma Thompson

"Cost Governance revealed we were overspending 30% on model calls. Trussed's real-time cost attribution and intelligent routing optimized our spend across teams instantly. ROI visibility at the use-case level transformed our budget conversations."

David Park

"Three years working with Trussed's advisory team shaped our entire AI governance strategy. They didn't just sell us a platform—they embedded governance into our culture. The 4-week delivery to operational workflows exceeded every expectation."

Lisa Kowalski

"Our ai incident response capabilities improved dramatically with Trussed's latency performance under 20ms. We catch policy violations instantly across all models and agents. The audit-ready records save our compliance team weeks of manual work monthly."

Robert Washington

"Trussed's Integration Partner Program connected our platform seamlessly with AWS and Google Cloud. The unified control plane governance across regulated industries is unmatched. Zero platform lock-in, complete visibility, enterprise-grade reliability."

Patricia Nguyen

"Trussed AI Control Plane transformed our AI deployment process. Real-time policy enforcement across our models reduced compliance violations by 50% within weeks. The proxy integration required zero code changes, making adoption seamless."

Dr. Michael Chen

"Our banking operations faced critical gaps in AI audit trails. Trussed's AI Audit and Assurance service generates complete governance evidence automatically, enabling us to pass regulatory exams with confidence and zero manual reconstruction."

Sarah Mitchell

"As a regulated healthcare provider, ai incident response was our biggest concern. Trussed's real-time policy enforcement and intelligent routing mean we catch issues instantly, protecting patient data and maintaining SLAs without compromise."

James Rodriguez

"We deployed Agentic Governance across our multi-agent workflows in 2 weeks. Every agent tool call is now authorized in real time, and our manual governance workload dropped 50%. The control follows agents everywhere they operate."

Emma Thompson

"Cost Governance revealed we were overspending 30% on model calls. Trussed's real-time cost attribution and intelligent routing optimized our spend across teams instantly. ROI visibility at the use-case level transformed our budget conversations."

David Park

"Three years working with Trussed's advisory team shaped our entire AI governance strategy. They didn't just sell us a platform—they embedded governance into our culture. The 4-week delivery to operational workflows exceeded every expectation."

Lisa Kowalski

"Our ai incident response capabilities improved dramatically with Trussed's latency performance under 20ms. We catch policy violations instantly across all models and agents. The audit-ready records save our compliance team weeks of manual work monthly."

Robert Washington

"Trussed's Integration Partner Program connected our platform seamlessly with AWS and Google Cloud. The unified control plane governance across regulated industries is unmatched. Zero platform lock-in, complete visibility, enterprise-grade reliability."

Patricia Nguyen

"Trussed AI Control Plane transformed our AI deployment process. Real-time policy enforcement across our models reduced compliance violations by 50% within weeks. The proxy integration required zero code changes, making adoption seamless."

Dr. Michael Chen

"Our banking operations faced critical gaps in AI audit trails. Trussed's AI Audit and Assurance service generates complete governance evidence automatically, enabling us to pass regulatory exams with confidence and zero manual reconstruction."

Sarah Mitchell

"As a regulated healthcare provider, ai incident response was our biggest concern. Trussed's real-time policy enforcement and intelligent routing mean we catch issues instantly, protecting patient data and maintaining SLAs without compromise."

James Rodriguez

"We deployed Agentic Governance across our multi-agent workflows in 2 weeks. Every agent tool call is now authorized in real time, and our manual governance workload dropped 50%. The control follows agents everywhere they operate."

Emma Thompson

"Cost Governance revealed we were overspending 30% on model calls. Trussed's real-time cost attribution and intelligent routing optimized our spend across teams instantly. ROI visibility at the use-case level transformed our budget conversations."

David Park

"Three years working with Trussed's advisory team shaped our entire AI governance strategy. They didn't just sell us a platform—they embedded governance into our culture. The 4-week delivery to operational workflows exceeded every expectation."

Lisa Kowalski

"Our ai incident response capabilities improved dramatically with Trussed's latency performance under 20ms. We catch policy violations instantly across all models and agents. The audit-ready records save our compliance team weeks of manual work monthly."

Robert Washington

"Trussed's Integration Partner Program connected our platform seamlessly with AWS and Google Cloud. The unified control plane governance across regulated industries is unmatched. Zero platform lock-in, complete visibility, enterprise-grade reliability."

Patricia Nguyen
The Trussed AI Difference

Why Choose Trussed AI?

Built for enterprises that need fast, controlled, and audit-ready AI incident response.

Runtime Control

Policies are enforced live across models, agents, and workflows, not after incidents escalate.

Audit Visibility

Every governed interaction creates traceable evidence for investigations, reviews, and remediation documentation.

Enterprise Reliability

Intelligent routing and failover help maintain service continuity during AI disruptions and recovery.

Compliance Ready

Controls align with SOC 2 Type II, ISO 27001, HIPAA, GDPR, and NIST AI RMF.

Meet The Leadership Team

Experienced founders in AI, cloud, and enterprise infrastructure.

Ajay Dankar Co-Founder headshot

Ajay Dankar

Co-Founder

Ajay Dankar is Co-Founder of Trussed AI and brings nearly three decades of cloud product and engineering leadership to enterprise AI operations. His background spans Google Cloud, AWS, Adobe, PayPal/eBay, and Visa-acquired Finsphere, where he worked on scale, resilience, fraud detection, and cost optimization. At AWS, he led product management for Elastic Load Balancing, helping expand adoption while improving infrastructure efficiency. That experience now informs Trussed AI's approach to reliable, governed AI systems that can withstand operational stress and recover quickly from incidents. Ajay is especially focused on helping enterprises deploy agentic and generative AI safely across public and hybrid cloud environments. He holds advanced degrees in engineering and computer science from the University of Florida and IIT Delhi.

Branden McIntyre Co-Founder headshot

Branden McIntyre

Co-Founder

Branden McIntyre is Co-Founder of Trussed AI and focuses on infrastructure that helps enterprises deploy AI reliably at scale. Across roles at Rakuten, Cisco, JustAnswer, and Oracle, he saw firsthand how organizations struggled to move from promising AI experiments to dependable production systems. His work leading AI prediction initiatives and machine learning implementations sharpened his understanding of operational gaps, incident risks, and the tooling needed for safer deployment. At Trussed AI, Branden applies that experience to building systems that improve visibility, control, and resilience when AI behavior needs to be investigated or corrected quickly. He is committed to helping enterprises implement AI systems with stronger governance and fewer operational surprises. Branden holds an MBA from UC Berkeley Haas and a Master of Science from New York University.

Sunita Reddy Co-Founder headshot

Sunita Reddy

Co-Founder

Sunita Reddy is Co-Founder of Trussed AI, where she leads AI, operations, and partner strategy for enterprise adoption of generative and agentic AI. With more than two decades of experience across product, AI, and design, she specializes in turning emerging technologies into scalable, enterprise-ready solutions. Her work at JustAnswer, Microsoft, and Accellion included integrating large language models into workflows, building co-pilot systems, and launching collaboration products through strategic partnerships. That blend of operational and product leadership helps Trussed AI design remediation approaches that are practical, scalable, and aligned with real business processes. Sunita is also an inventor with patents in location-based fraud detection, reflecting her long-standing focus on risk-aware innovation. She holds engineering degrees from the University of Maryland and Osmania University.

Frequently Asked Questions

What are the 5 C's of incident management?

The 5 C's commonly refer to command, control, communication, coordination, and closure. In AI incident response, that means assigning ownership, containing risky model or agent behavior, keeping stakeholders informed, coordinating technical and compliance actions, and documenting remediation. A strong process also preserves audit evidence, tracks policy decisions, and confirms systems are safe before returning to normal operations.

What is MTTA and Mttr?

What are the 5 P's of incident management?

What counts as an AI incident?

How quickly can AI incidents be contained?

How do you investigate AI agent behavior after an incident?

Can AI incident response support compliance requirements?

What should an AI remediation plan include?

Still Have AI Incident Questions?

Talk with our team about response readiness and remediation controls.

Certified & Trusted

Awards and Recognition

SOC 2 Type II certification logo

SOC 2 Type II

Validated controls for secure operations.

ISO 27001 certification logo

ISO 27001

Recognized information security standard.

Audit-ready governance trust badge

Audit-Ready Governance

Continuous evidence for enterprise reviews.

Strengthen Your AI Incident Readiness

Share your current AI environment, incident concerns, or governance gaps, and our team will outline practical next steps for response and remediation.

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