CRITICAL
Zombie Accounts from Former Employees
Ex-employees still holding active access to corporate SaaS platforms after departure
Detected with high precision
CRITICAL
OAuth Tokens Granted and Forgotten
Permanent authentication bridges to third-party apps created and never revoked
Detected with high precision
CRITICAL
Malicious Browser Extensions
Over-permissioned extensions reading sessions and capturing authentication cookies
Detected probabilistically
CRITICAL
Shadow AI in the Browser
Staff using consumer AI tools in browser tabs invisible to standard security stacks
Detected probabilistically from billing and usage patterns
HIGH
Hardcoded API Keys in Extensions
Authentication credentials embedded in extension code and publicly extractable
Detected with high precision
CRITICAL
Abandoned Cloud Databases
Forgotten test environments loaded with live production data sitting unmonitored
Detected with high precision
HIGH
Data Exported to Personal Devices
Customer records and financial models downloaded to unmanaged employee devices
Requires client logging enabled
HIGH
Public Document Sharing Links
Never-expiring public links exposing confidential documents to the open internet
Detected with high precision
HIGH
Citizen-Built No-Code Applications
Employee-built Airtable and Notion systems handling sensitive data without IT oversight
Detected probabilistically
HIGH
Unauthorized Automation Pipelines
Zapier and Make.com workflows routing sensitive data between systems without approval
Detected probabilistically
HIGH
Proprietary Code in Public Repositories
Developer source code pushed to personal GitHub accounts and publicly visible
Detected with high precision
HIGH
Shadow SaaS Subscriptions
Recurring software charges on department cards below the procurement threshold
Detected with high precision
HIGH
Overprovisioned Licenses
Enterprise contracts with significantly more seats than active users
Detected with high precision
MEDIUM
Duplicate Tooling
Multiple departments paying separately for functionally identical software
Detected with high precision
MEDIUM
Orphaned Project Software
Subscriptions auto-renewing years after the project they supported was completed
Detected probabilistically
CRITICAL
Unrevoked Vendor & Contractor Access
Former agencies and contractors still holding active credentials after engagement ends
Detected with high precision
HIGH
Shadow Network Complexity
Unmapped subnets and forgotten infrastructure from past migrations creating blind spots
Requires client logging enabled
CRITICAL
AI Training Data Exposure
Corporate data submitted to AI tools under terms permitting use for model training
Detected probabilistically from ToS analysis