AI Roadmap

Where identity security
is heading.

Today, AI lives inside every EnscureX product. Shadow IT risk scoring in Discover. Investigation summaries in Detect. Risk-based policies in Posture. Tomorrow, it unifies into an autonomous agent that governs, detects, and responds on its own.

Not a chatbot. Not a copilot. An autonomous agent built on the Identity Graph, with a human in the loop for anything that matters.

One agent. Four products. One data layer.

The Identity Security Agent reads from every product and writes back into every product. Continuous, not quarterly. Connected, not siloed.

Govern
Access reviews, workflows, policies
Detect
Threats, attack chains, breaches
Discover
Shadow IT, SaaS apps, OAuth grants
Posture
Misconfigurations, risk scoring, remediation
Identity Security Agent
Reads every product. Writes back into every product. Acts on the full picture, not a slice.

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

No vaporware. No waitlists. Every AI feature maps to a product you can buy today.

Govern

Identity Governance

See Govern →
Shipping today
  • AI Review Recommendations confidence scores and reasoning during manual access reviews
  • Activity-based Intelligence last login and usage shown to reviewers in context
Coming next
  • Agentic Access Reviews AI runs campaigns end-to-end, escalates edge cases only
  • Policy Copilot generate workflow rules from plain English
  • AI Role Mining discover RBAC patterns from existing access
Detect

Threat Detection

See Detect →
Shipping today
  • AI Event Summaries LLM reconstructs incident timelines and highlights critical signals
  • Automated Workflow Response disable users, revoke access, notify SOC automatically
Coming next
  • UEBA Behavioral Analytics per-user baselines detect anomalies no rule can describe
  • Insider Threat Scoring fuse behavior, access patterns, and external indicators
  • Autonomous Response contain compromised accounts at machine speed, humans approve high-severity
Discover

Shadow IT & SaaS

See Discover →
Shipping today
  • LLM Domain Intelligence AI analyzes DNS, RDAP, and publisher data per discovered app
  • Application Risk Scoring 1-100 score blending OAuth scope, auth, compliance, usage
Coming next
  • Predictive Risk ML flags shadow apps about to become problems
  • Expense Mining surface SaaS buried in corporate card spend
  • Network Traffic Analysis catch apps that slip past OAuth and email
Posture

Identity Posture

See Posture →
Shipping today
  • Risk-based Automated Policies auto-trigger actions when user risk score exceeds thresholds
  • AI-Generated Risk Summaries per-finding narrative with recommended remediation
Coming next
  • AI-Prioritized Remediation rank findings by exploitability and blast radius, not severity
  • Configuration Drift Predictor flag anomalous config changes before they become exposures
  • Posture Forecasting predict score trajectory based on current drift

Every AI claims to be smart. Ours has real data.

Most identity AI sees one slice. Ours sees the whole picture, because every product writes to the same graph.

Built on the Identity Graph

Every access grant, review decision, threat event, and posture finding lives in one graph. The agent sees connections competitors can't, because their data is in four different systems.

Ships, Not Waitlists

Eight AI capabilities live in production today across Discover, Detect, Govern, and Posture. We ship incrementally. The competitors who announce an "agent" have nothing behind it yet.

Human-in-the-Loop by Default

Routine decisions handled automatically. Anything high-severity requires human approval. You stay in control of what matters, without drowning in noise.

The agent is coming. The platform is already here.

Eight AI capabilities live today. Full autonomy on the roadmap. Book a demo and see what's already shipping.