Agent security & threat detection

Zenity AI Detection and Response (AIDR)

Runtime security layer for AI agents that analyses full execution sequences, including chained tool calls, retrievals and agent-to-agent handoffs, to detect direct and indirect prompt injection, unauthorised tool invocations and sensitive data leaving through agent activity, with inline blocking. Evidence is drawn from vendor platform pages.

commercial · generally available · Research snapshot 2026-09-06

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Where it fits

Agent security & threat detection · Observability & traceability · Runtime authorization & controls

Useful conversation with: CISO, SOC manager, AI security lead.

Ask for a demonstration

Show me AIDR detecting a slow-building indirect injection across several turns, blocking the unauthorised tool call it triggers, and the agent-to-agent handoff record.

Capabilities and evidence

Support labels reflect the supplied research. Documentation and vendor claims are not independent product tests. “Not established” means the researcher did not find support; it does not prove a capability is absent.

Vendor claim

Zenity states AIDR reads the full sequence of chained tool calls, retrievals and actions, detects direct and indirect prompt injection including paraphrased and slow-building attacks, and blocks execution before the agent acts.

Limit: No reference documentation, detection benchmark or false-positive guidance was fetched.

Source s1

Vendor claim

AIDR is described as flagging and blocking unauthorised tool invocations or API calls that violate policy and monitoring and blocking sensitive data leaving through agent conversations, tool calls or encoded payloads in real time.

Limit: Policy authoring model and supported enforcement points are not documented on the page.

Source s1

Documented by provider

Zenity's documentation site lists Zenity Observe, Zenity Govern and Zenity Defend covering observability, AI security posture management and AI detection and response.

Limit: The docs landing page does not detail runtime enforcement mechanics.

Source s2

Limitations to discuss

Sources

  1. AI Detection and Response (AIDR) · Zenity · official product
    Access date reported by researcher: 2026-09-06
  2. Zenity documentation · Zenity · official docs
    Access date reported by researcher: 2026-09-06

Listing does not imply partnership, supplier status, a working DutyGraph integration, or a compliance certification.

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