MIT-licensed memory engine from Vectorize that lets AI agents retain, recall and learn from experience, self-hosted or as a managed cloud.

Zenity
Enterprise platform that inventories AI agents, checks each action against policy at runtime, and detects threats across SaaS, cloud and endpoints.
What is Zenity?
Zenity is a security and governance platform for AI agents, sold to enterprise security teams that need control over autonomous software acting inside their systems. Its approach is organized in three layers. Surface builds a live inventory of agents, checks configuration and permissions against policy, and tests which attack paths are exploitable. Enforce uses Runtime Boundaries to evaluate every agent action as it happens and allow it, block it or shut the agent down, and ties agent behavior to identity from Okta and Microsoft Entra. Protect handles detection and response mapped to OWASP and MITRE ATLAS, including MCP security and Guardian Agents that triage events. Coverage spans agentic SaaS such as Salesforce Agentforce and Copilot Studio, cloud agents on AWS Bedrock and Google Vertex AI, and personal or coding agents on endpoints. Zenity does not publish prices; access starts with a demo request and an order form.
Use cases
- Inventory every AI agent running in the company
- Check agent permissions against policy before launch
- Block unsafe agent actions at runtime
- Govern agent connections to MCP tools
- Detect and investigate agent-driven threats
- Map agent identity to Okta or Entra accounts
- Test which agent attack paths are exploitable
Who it's for
Why use Zenity
- One platform watches what an agent can reach, who it acts for and what it tries to do, instead of looking at only one of those.
- The same rule is enforced across different agent platforms, so SaaS copilots, cloud agents and coding agents follow one policy.
- Exploitability testing helps teams fix risks that can actually be used instead of every theoretical finding.
- Detection is mapped to OWASP and MITRE ATLAS, which gives security teams familiar frameworks for triage.
- Identity correlation with Okta and Entra helps catch an agent that holds correct permissions but behaves unexpectedly.
Zenity features
- Continuously updated inventory of agents in SaaS, custom-built and endpoint setups
- AI Security Posture Management for configuration and permissions
- AI Exposure Management that validates exploitable attack paths
- Runtime Boundaries that allow, block or shut down agent actions
- Agentic Identity and Access Management tied to Okta and Microsoft Entra
- AI Detection and Response mapped to OWASP and MITRE ATLAS
- MCP Security at the tool level for agent-to-MCP connections
- Guardian Agents that triage and investigate security events
- Coverage for Salesforce Agentforce, Copilot Studio, AWS Bedrock and Google Vertex AI
Zenity integrations
How to get started with Zenity
- Surface discovers agents across SaaS, cloud and endpoints and builds an inventory of what each one can reach.
- Posture and exposure checks compare configuration and permissions with policy and test exploitable paths.
- Enforce applies Runtime Boundaries so each agent action is evaluated and allowed, blocked or stopped.
- Protect watches runtime behavior against threat frameworks and sends events to Guardian Agents for triage.
- Findings feed back into tighter rules, closing gaps before the next run.
Zenity limitations
- Pricing is not published; access is arranged through a demo and an order form
- Aimed at enterprise security teams rather than individual developers
- Subscription terms mention evaluation access that is time-limited and provided as is
Zenity pricing
Zenity is sold on custom quotes, so its prices aren't published.
Prices can change and may vary by country or exclude tax. Check the official pricing page.
Zenity alternatives
The main Zenity alternatives listed on Debuly are Metorial, Speakeasy AI Control Plane, Agent Governance Toolkit, numbat, Prediction Guard and Fiddler AI. The table compares pricing and platforms; order is A–Z.
| Tool | Pricing | Starting price | Platforms |
|---|---|---|---|
| Zenity | Contact sales | — | — |
| Agent Governance Toolkit | Open source | — | CLI, API |
| Fiddler AI | Freemium | $0, usage-based | Web, API, Self-hosted |
| Metorial | Freemium | $250/mo | Web, API, Self-hosted |
| numbat | Open source | — | macOS, Linux, Windows, CLI |
| Prediction Guard | Contact sales | — | Self-hosted, API, Kubernetes, AWS Marketplace |
| Speakeasy AI Control Plane | Paid | $0.35, usage-based | Web, API, Self-hosted |

Agent Governance Toolkit
Microsoft's open-source toolkit for enforcing policy, identity, sandboxing and audit records on autonomous AI agents before they reach production.

Fiddler AI
Control plane for enterprise AI agents: observability, evaluations, inline guardrails and governance for agentic and predictive models.
FreemiumVisit Fiddler AI (official site)
Metorial
Control plane for AI agents with 1,000+ managed MCP integrations, per-user permissions, SSO and audit logs behind one connection URL.
FreemiumVisit Metorial (official site)
numbat
Open-source endpoint tool that watches AI agent activity, flags risky behavior locally and can optionally block actions.
Open sourceVisit numbat (official site)
Prediction Guard
Self-hosted control plane that governs AI agent actions with runtime controls, a supply chain registry and audit logs.
Contact salesVisit Prediction Guard (official site)
Speakeasy AI Control Plane
Governance layer between AI agents and company systems that connects MCP servers, filters risky data, scopes access by role and logs every tool call.
Zenity FAQ
How much does Zenity cost?
Zenity does not publish pricing. The site directs visitors to request a demo, and its subscription terms say pricing is set in an order form.
Is there a free plan or trial?
No free plan is advertised. The subscription terms describe evaluations, which are free-of-charge trial access for a limited period, so ask Zenity about one.
Who is Zenity for?
It is built for enterprise security and governance teams that need visibility and control over AI agents in SaaS copilots, cloud-built agents and developer tools.
Which agent platforms does Zenity cover?
The platform page names Salesforce Agentforce, Microsoft Copilot Studio, AWS Bedrock and Google Vertex AI, plus personal and coding agents running on endpoints.
Does Zenity work with identity providers?
Yes. Its Agentic Identity and Access Management ties identity data from Okta and Microsoft Entra to the actions an agent really takes.
What are alternatives to Zenity?
Other vendors in AI security include Noma Security, Prompt Security, Lakera, HiddenLayer and Lasso Security. On Debuly, compare Metorial, Speakeasy AI Control Plane and Agent Governance Toolkit.
Sources & verification
Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.
| Source | Type | Accessed |
|---|---|---|
| zenity.io/ | official | |
| zenity.io/platform | official | |
| zenity.io/zenity-subscription-terms-and-conditions | official |
Image credits
- Logo: from zenity.io · fetched · Vendor trademark, used only to identify the product; removed on request
- Cover: none collected yet, so a generated tile is shown.
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