AI roadmap

Where identity security is heading.

AI already lives inside the products. The destination is one agent across all four, with a human in the loop for anything that matters.

One agent. Four products. One data layer.

Govern
Access reviews, workflows, lifecycle
Detect
Threats, attack chains, breaches
Discover
Shadow IT, OAuth grants, spend
Posture
Findings, risk scoring, remediation
Identity Security Agent
Reads from every product, writes back into every product. On the roadmap, named honestly.

What's shipping. What's next. Per product.

Govern

Identity governance

See Govern →
Shipping today
  • Usage and risk context in reviews
  • Human / service / shared account classification
Coming next
  • AI review recommendations with confidence scores
  • Agentic reviews that escalate edge cases only
  • Policy copilot from plain English
  • AI role mining
Detect

Threat detection

See Detect →
Shipping today
  • Correlation engine grouping alerts into incidents
  • Identity Protection signal enrichment
Coming next
  • AI alert summaries
  • Behavioral baselines (UEBA)
  • Autonomous response with human approval
Discover

Shadow IT & SaaS

See Discover →
Shipping today
  • AI risk summaries per discovered app
  • Auto-classification against a 10,000+ catalog
Coming next
  • Shadow AI discovery
  • Predictive risk on shadow apps
  • Procurement copilot
Posture

Identity posture

See Posture →
Shipping today
  • Risk-based automated policies on score thresholds
  • 0-100 risk scoring per user and app
Coming next
  • AI-prioritized remediation by exploitability and blast radius
  • Configuration drift prediction
  • Posture forecasting

Built on the Identity Graph

Grants, decisions, threats, and findings in one graph. The agent sees connections siloed tools can't.

Ships, not waitlists

Everything above is either buyable today or named honestly as roadmap.

Human-in-the-loop by default

Routine automated. High-severity requires a human. That rule survives every release.

The agent is coming. The platform is already here.

Book a demo and see what's shipping now.