AI Risk Engine
Context-aware analysis to baseline, detect anomalies, and recommend remediation.
AI only works when it understands context.
In identity security, context isn't just activity — it's who acted, what they could reach, how access was granted, and what changed as a result.
"Cydenti's AI Risk Engine applies intelligence where it matters most: turning identity complexity into clear, defensible decisions."
Pattern Matching Isn’t Understanding
Many tools apply AI to isolated data points, creating noisy detections and fragile scores.
Logs without access context
Lacks the full picture needed for accurate risk assessment.
Events without relationships
Lacks the full picture needed for accurate risk assessment.
Alerts without impact
Lacks the full picture needed for accurate risk assessment.
Starts from a different foundation
A complete, continuously updated Identity Graph.
AI That Sees the Whole Picture
Because Cydenti understands how identities, permissions, and resources connect, the AI Risk Engine works smarter.
Behavioral Baselines
Establishes normal activity patterns per identity.
Contextual Norms
Understands what 'normal' means for that specific access level.
Meaningful Anomalies
Detects deviations that actually indicate threat.
Exposure Weighted
Weighs risk based on potential blast radius, not just activity.
How Intelligence Is Applied Across the Platform
From learning behavior to recalculating risk, the engine is always active.
Behavioral Learning
Cydenti learns how identities normally interact with systems, applications, and data.
Anomaly Detection
Deviations are evaluated in the context of permission scope and downstream access.
Risk Amplification
Identities with broader reach or sensitive access raise the significance of smaller anomalies.
Continuous Recalculation
Risk evolves automatically as access, behavior, or environment changes.
Fully Explainable Analysis
Every Decision Has a Reason
Click a risk score. See the contributing factors. Nothing is hidden. Nothing is abstract.
"This builds trust — with security teams, auditors, and leadership."
Designed for Human Decisions
Support Analysts
Empowers humans, doesn't replace them.
Explain Outcomes
Clear reasoning for every flag.
Adaptive
Learns without manual tuning.
No Brittle Thresholds
Dynamic baselines over static rules.
You always know why something is flagged — and what to do next.
Built for Complexity and Change
Identity environments are High-volume, High-change, High-stakes.
Cydenti's AI Risk Engine scales across:
- Humans, machines, and AI agents
- SaaS and cloud environments
- Millions of access relationships
The Intelligence Layer Across Every Capability
The result is not more alerts — it’s better decisions.
See your identity attack surface with
AI-powered clarity.
Across humans, machines, and AI agents. Cydenti delivers the visibility, intelligence, and automation needed to secure SaaS- and cloud-driven enterprises.