01 / DISCOVER
Map AI exposure
Trace models, agents and connectors back to the identities, systems and data they can access.
Enterprise cybersecurity · AI security
Cyber defense for the AI era.
Bring AI application exposure, identity signals and incident response into one workflow, with clear evidence for every decision.
01 AI application security02 Threat investigation03 Human oversight
The platform concept
From AI exposure to incident response
A shared view for security operations, AI engineering and risk teams, from mapping where AI connects to sensitive systems through reviewing a proposed response.
02 / INVESTIGATE
Connect threat signals
Bring identity activity, model calls and application events into a single incident timeline.
03 / RESPOND
Keep analysts in control
Review the evidence, approve a targeted containment step and retain a record of the decision.
Interactive walkthrough
When an AI agent crosses an access boundary
Follow an illustrative incident from the first anomalous request through an analyst-approved response.
Signal / unusual connector activity
A support agent attempts to export restricted records.
The request triggers a review because it reaches a restricted collection outside the agent’s normal workflow.
Investigation / agent identity
The agent inherited a broader permission than intended.
The analyst follows the request from the agent through its service identity and connector to the affected records, then checks which policy granted access.
Decision / scoped intervention
The analyst approves revoking the connector’s export permission.
The proposed action preserves the support agent’s routine work. The incident record captures the evidence, approval and permission change.
Enterprise deployment
Start with one critical AI workflow.
A staged rollout gives security, engineering and risk teams a way to agree on evidence, approval and access controls before expanding coverage.
Define the boundary
Choose an application, its identities, the data it can reach and the actions that need approval.
Test visibility
Run controlled scenarios against expected behavior and record any gaps in available telemetry.
Agree on response ownership
Set decision rights, escalation routes and evidence requirements before broadening the rollout.
WorldCyberAI.com
Know what your AI can reach.
See how an analyst could trace one agent’s access and decide where to intervene.