Identity Threat Detection and Response for AI Attacks
Catch identity attacks early and stop AI-assisted threats, agent abuse, and risky changes across hybrid AD, Entra ID, and Microsoft 365.
Why Identity Threat Detection Breaks Down
Active Directory and Entra ID are prime targets for AI-assisted identity attacks, including privilege escalation, account compromise, unauthorized group changes, credential abuse, and misuse of applications, service principals, and other non-human identities.
AI raises the stakes because attackers can probe identity gaps, adapt when one path fails, and chain familiar techniques at machine speed, while AI agents may operate with excessive permissions or beyond their intended scope. Without continuous identity threat detection and response, agent monitoring, and Active Directory security monitoring, teams struggle to investigate and respond before threats affect security, compliance, or operations.
- Business outages from delayed identity threat detection
- Account takeover from unnoticed privilege escalation
- Expanded attack surface from risky AI agent permissions
- Audit challenges from incomplete identity change context
How Cayosoft Delivers Identity Threat Detection and Response
Cayosoft Guardian Audit & Restore shifts security from reactive cleanup to proactive identity threat detection and response. It continuously watches Active Directory, Entra ID, Microsoft 365, Intune, and AI agents for privilege escalation, suspicious changes, account manipulation, new non-human identities, and risky agent activity.
Cayosoft Guardian Audit & Restore centralizes monitoring, AI-assisted search, investigation, remediation, reporting, and audit-ready history. More than 300 built-in threat detections are updated monthly or as needed, so teams do not have to track every emerging threat. Teams gain context to investigate faster, attribute activity, alert on risk, and precisely roll back unwanted human- or agent-driven changes before they become outages.
Core Capabilities
Detect Identity Threats
Detect privilege escalation, account manipulation, suspicious sign-ins, and AI-driven activity with over 300+ built-in threat detections.
Discover AI Agents
See when non-human identities and Entra ID agents are created or when their permissions change.
Monitor High-Risk Changes
Monitor privileged groups, permissions, and policies across AD and Entra ID with complete change context.
Alert on Risky Changes
Get immediate alerts when accounts gain elevated rights or join privileged groups.
Roll Back Automatically
Roll back unwanted object, attribute, membership, and policy changes without broad restores.
Prioritize Threats
Separate real threats from routine activity with enriched, correlated signals, so analysts focus on what matters without the noise.
Why Cayosoft
| Challenge | Cayosoft Response |
|---|---|
| AI attacks resemble admin activity | Detect risky identity changes with context-rich signals. |
| Detection does not stop damage | Investigate and roll back unwanted changes precisely. |
| Privilege escalation goes unseen | Alert on elevated access and privileged group changes. |
| Threats become business outages | Reverse harmful changes before operations are disrupted. |
See Identity Threat Detection in Action
Detect threats, investigate identity changes, and roll back unwanted activity across your hybrid Microsoft environment.
Frequently Asked Questions
Identity threat detection continuously monitors identity systems for signs of attack, such as privilege escalation and account manipulation, so teams can act before the business is affected.
Identity threat detection and response combines monitoring, alerts, investigation, and response so teams can contain identity threats quickly.
Yes. Cayosoft delivers identity threat detection and response across on-premises Active Directory, Entra ID, Microsoft 365, and Intune from one console.
Cayosoft detects privilege escalation and risky changes in real time and enables precise rollback before harmful changes become outages or breaches.
Yes. Cayosoft can reverse unauthorized object, attribute, membership, and policy changes and restore the required identity state without a broad restore.
Cayosoft detects new non-human identities and Entra ID agents, monitors permission and scope changes, alerts teams to risky activity, and enables rollback of unwanted identity changes.
Cayosoft monitors changes across AD, Entra ID, Microsoft 365, Intune, Exchange, and Teams, including privileged groups, permissions, policies, users, applications, and service principals.
Yes. Cayosoft monitors identity changes made through native consoles, PowerShell, automation, and other tools to provide complete change context.
Yes. Cayosoft preserves searchable identity change history showing who or what changed, what changed, and when, supporting investigation, reporting, and compliance reviews.
Cayosoft can enrich existing security workflows and SIEM tools with identity change context, alerts, reporting, and remediation information.