AI agent security and governance for the enterprise
Zenity is an AI agent security and governance platform for enterprises operating across SaaS, cloud, and endpoint environments.
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AI Editor ApprovedApproved and published by our AI Editor-in-Chief after full panel analysis.In practice, Zenity connects to an organization's SaaS platforms, cloud environments, and endpoints to build an inventory of AI agents, copilots, and automations already in use, including ones created outside formal IT channels. Security and risk teams use this inventory to assess posture, identify misconfigurations or excessive permissions, and monitor agent behavior for signs of misuse or compromise. When threats are detected, the platform supports inline prevention to block or contain risky agent actions in real time rather than only alerting after the fact.
The platform is organized around named use cases tied to specific systems where agentic AI is deployed, including Microsoft Copilot Studio, Microsoft Foundry, Salesforce and Salesforce Agentforce, ServiceNow, and ChatGPT Enterprise, as well as broader risk categories such as MCP (Model Context Protocol) implementations. Zenity also maintains a research arm, Zenity Labs, which has published findings on agent vulnerabilities (such as the AgentFlayer research) and collaborates with frameworks like MITRE ATLAS on classifying AI agent attack techniques. The company describes a concept of "guardian agents" as part of its approach to agentic AI governance.
Establishes a framework of guardian AI agents designed to monitor and protect other AI agents within an organization.
Discovers AI agents, copilots, and automations across an organization's SaaS, cloud, and endpoint environments.
Secures AI agents across their entire lifecycle, from development/buildtime through live runtime operation.
Delivers security oversight and governance for organizations using ChatGPT Enterprise.
Provides dedicated security and governance coverage for AI agents built and deployed in Microsoft Copilot Studio.
Secures AI agents deployed within Salesforce Agentforce environments.
Integrates with ServiceNow to secure AI and automation workflows running on the platform, including SecOps use cases.
Provides AI-driven incident detection and response capabilities for identifying and reacting to threats against AI agents.
Applies inline controls to block risky or malicious AI agent actions before they execute.
Addresses security risks associated with Managed Cloud Platforms (MCP) used in agentic AI deployments.
Assesses and manages the security posture of discovered AI agents and automations across the enterprise.
Monitors AI agent activity to detect real-time threats and malicious behavior.
Zenity is an enterprise AI agent security and governance platform sold via a sales-led model; no public list pricing is available and organizations must contact Zenity directly for a custom quote based on scale and needs.
Real problem, real research, zero pricing transparency, no proof of scale.
“Zenity covers a gap most CISOs don't know they have yet. But sales-led pricing and no visible customer logos make the board conversation harder than it should be.”
Copilot Studio, Salesforce Agentforce, ServiceNow, ChatGPT Enterprise. That's the right list of integrations for 2025. Every enterprise has shadow agents already; the question is whether anyone's watching them.
Zenity Labs publishing AgentFlayer research and working with MITRE ATLAS is the kind of signal that matters more than a feature list. It says the team understands attacks, not just dashboards. Compare that to CrowdStrike or Microsoft's own Defender bolting on agent visibility as a checkbox — Zenity's built for this specific problem.
Two things worry me. No public pricing means every deal is a negotiation, and "contact sales" plus zero customer logos on the page makes this hard to defend to a board asking who else uses it. Pilot it against one high-risk surface — Copilot Studio or ChatGPT Enterprise — before any enterprise-wide commitment.
Few dedicated players cover Copilot Studio and Agentforce natively; adopting early is a differentiator versus peers still relying on generic DLP tools.
Being early on agent security looks smart if it works, sketchy if the vendor can't produce reference customers on request.
Discovery of shadow agents (per the platform's core capability) can show value in weeks, but inline prevention rollout across ServiceNow, Salesforce, and Microsoft stacks is a longer integration lift.
Full buildtime-to-runtime lifecycle coverage addresses a genuinely new risk category, not just cheaper monitoring of known threats.
No public funding data or team size; research output (AgentFlayer, MITRE ATLAS work) suggests real technical depth but time-in-market is unproven.
Enterprises already running Copilot Studio, Agentforce, or ChatGPT Enterprise at scale and worried about shadow agents.
Skip if your agent footprint is still small or experimental and a generic CASB covers your current risk.
Shadow AI agents are my new shadow IT problem, and Zenity is built for exactly that gap.
“Zenity attacks the unmanaged-agent inventory problem that no CASB or CSPM tool was designed to catch. It's an emerging-category bet, not a mature one, but the lifecycle coverage and named integrations are the right architecture.”
Unmanaged AI agents are today's version of shadow SaaS, except these things can take autonomous action with production credentials. Zenity's discovery-first model, mapping agents across Microsoft Copilot Studio, Salesforce Agentforce, ServiceNow, and ChatGPT Enterprise, is the correct starting posture. I can't govern what I can't inventory, and agent sprawl outside formal IT channels is precisely where my next incident originates.
Intent-based detection examining tool calls, memory access, and control flow, rather than prompt-string filtering, tells me their research arm (Zenity Labs, AgentFlayer) is doing real adversarial work, not marketing. MITRE ATLAS and OWASP mapping gives my audit team a defensible framework.
The tradeoff: no public pricing, sales-led motion, and zero free trial means a long procurement cycle before I can validate inline prevention against my actual agent fleet. Competing against CrowdStrike and Microsoft's native Purview extensions for budget won't be trivial, but the buildtime-to-runtime scope is more complete than either.
Sits ahead of generic CASB/CSPM tools by treating agents as a first-class asset class, competing directly with CrowdStrike's emerging AI-SPM push.
Discovery-plus-posture-plus-runtime lifecycle mirrors how CISOs actually triage unmanaged shadow-IT-style risk.
SaaS, cloud, and endpoint coverage claimed, but no public API or docs listed limits pre-purchase technical validation.
Named integrations (Copilot Studio, Agentforce, ServiceNow) create dependency on Zenity tracking each vendor's agent framework changes.
Intent-based detection across tool calls, memory, and control flow goes beyond prompt-firewall approaches most competitors ship.
Enterprises with active Microsoft Copilot Studio, Salesforce Agentforce, or ServiceNow agent deployments needing lifecycle-wide governance now.
Avoid if your organization has minimal agentic AI footprint or needs self-serve pricing and a fast proof-of-concept without a sales cycle.
Zero dollars on the page. Zero tiers. Zero comparison math possible.
“No published pricing means no TCO model, just a sales call. Enterprise security budgets deserve better than 'contact us.'”
No pricing page. No tiers. No starting price. Just 'contact sales.' That's category norm for enterprise security — Wiz and CrowdStrike play the same game — but it doesn't help finance.
Can't build a 3-year TCO without a number to start from. Guardian Agents, AIDR, MCP risk coverage — real features, zero list price attached. Budget owners get quoted per-seat or per-agent, likely scaled to org size. No way to model seat creep or renewal risk sight unseen.
No free trial, no free plan. Procurement has to run a full sales cycle before seeing a contract. That's fine for a $500K ARR enterprise deal. It's friction for anyone hoping to benchmark against Microsoft Purview or CrowdStrike's agent security add-ons before committing budget.
Sales-led onboarding only, no self-serve path, no invoicing detail available.
No public terms on renewal, term length, or exit — standard enterprise opacity, category norm.
No pricing page, no tiers, no starting price — fully sales-gated.
Intent-based detection and inline prevention offer measurable stops (blocked actions), but no benchmark metrics published.
Feature set (buildtime-to-runtime, four named integrations) suggests real deployment cost but no number to model against.
Enterprises with existing security budget and a procurement team ready for a sales-led evaluation.
You need a number today to compare against CrowdStrike or Microsoft before your board meeting.
Shadow-agent discovery is real, but you're triaging alerts sight-unseen until sales calls you back
“Zenity's pitch — inventory every Copilot Studio flow and Agentforce bot before someone else finds it first — hits a real gap. No docs site, no pricing page, and no free trial means you're evaluating this blind until procurement is already in motion.”
Intent-based detection tracking tool calls, memory access, and control flow instead of just prompt content is the right instinct — prompt firewalls alone miss agent logic abuse, and Zenity's own materials call that out directly against a real failure mode. Guardian agents watching other agents is a defensible model for runtime containment, closer to how CrowdStrike frames EDR than how CASB tools frame SaaS visibility.
Day-3 reality is the problem: there's no docs site, no API reference, no changelog listed. For a platform promising buildtime-to-runtime coverage across Copilot Studio, ServiceNow, and ChatGPT Enterprise, that's a lot of integration surface to trust without seeing config examples or policy-as-code first.
No free trial, no public pricing, sales-led only. Fine for a security budget line item, bad for a hands-on eval where you'd normally spin up a sandbox and poke at the MCP risk coverage yourself before committing headcount to onboarding it.
Strong detection concept but zero visible docs/API means real usage patterns are unverifiable pre-sale.
Capabilities audit shows docs=N, API=N — buyer questions read like sales FAQ, not engineering docs.
No self-serve trial or pricing page adds procurement friction before any technical friction is even reachable.
MITRE ATLAS mapping and Zenity Labs research (AgentFlayer) signal depth beyond checkbox compliance.
Named integrations for Copilot Studio, Agentforce, ServiceNow, ChatGPT Enterprise map directly onto where agents actually live.
Enterprise security teams already running Copilot Studio or Agentforce at scale who need shadow-agent discovery now.
Avoid if you need a self-serve trial or public docs before looping in procurement.
Serious security tool for a problem most companies don't know they have yet.
“Zenity watches the AI agents your employees spun up without telling IT. Whether that's a daily win or a quarterly report depends entirely on who's using it.”
No pricing page, no free trial, straight to 'contact sales.' That's normal for enterprise security, but it means I can't tell you what day one feels like — nobody outside a sales call has. What I can tell from the evidence is the feature list is real, not vaporware: Copilot Studio, Salesforce Agentforce, ServiceNow, ChatGPT Enterprise, all named integrations, plus intent-based detection that traces tool calls and memory access instead of just scanning prompts like a firewall would.
This isn't a tool you open at 9am. It's a tool your SOC team lives inside of, or ignores until an incident happens. That's the whole category though — compare it to how Wiz approaches cloud posture, alert fatigue is the real enemy, not the UI.
The guardian agents concept and Zenity Labs research (AgentFlayer) suggest real technical depth. Whether day-to-day dashboards feel like homework, nobody outside a pilot knows yet.
No visible product screenshots or changelog in evidence, so daily UI quality is unverifiable either way.
Named use cases per platform (Copilot Studio, Agentforce, ServiceNow) help focus onboarding but the surface area is genuinely large.
Platform listed as web-only; this is a SOC console category so mobile isn't really the point, but it's absent.
Sales-led with no free trial means onboarding is a negotiated deployment, not a self-serve first hour.
Inline prevention and runtime detection mapped to OWASP/MITRE ATLAS suggest a mature detection pipeline, not just alerts.
Enterprise security teams already juggling Copilot Studio, Agentforce, or ServiceNow agents built outside IT's knowledge.
You want to try before you buy or you're a smaller org without a dedicated SOC team.
No pricing page, no docs, sales-led AI security bet on a category still forming.
“Zenity's coverage list reads well — Copilot Studio, Agentforce, ServiceNow, ChatGPT Enterprise. But there's zero public pricing, no docs link, and 'Guardian Agents' is the kind of framing that needs a lot more proof than a landing page gives.”
'Guardian agents' as a category name. I've heard variations of this from CASB vendors circa 2015 and CSPM vendors circa 2019 — 'we'll watch the thing watching your stuff' is a durable pitch, not always a durable company. Netskope and Wiz both survived similar framing. Plenty of others didn't.
What's real here: named integrations (Copilot Studio, Agentforce, ServiceNow, ChatGPT Enterprise), a research arm publishing actual findings (AgentFlayer), and MITRE ATLAS alignment. That's more grounding than most AI-security decks show. No docs, no API listed, no changelog — hard to gauge shipping cadence from outside.
Contact-sales-only pricing at this stage is category norm, not a red flag by itself. Exit portability is the real question: agent governance data and policies built up over 18 months don't travel light if you switch vendors. Competitive field is thin but filling fast — CrowdStrike and Palo Alto both circling this space.
Multi-platform breadth (Copilot Studio, Agentforce, ServiceNow, ChatGPT Enterprise) is wider than most single-platform AI security tools today.
No docs or API listed publicly; posture and policy data built over time likely doesn't export cleanly.
Active research output (Zenity Labs, AgentFlayer) is a real signal, but no funding, team size, or changelog data is public.
Claims are specific (named platforms, MITRE ATLAS mapping) rather than pure superlative, but 'guardian agents' framing is aspirational.
Fits the CASB/CSPM discovery-then-control playbook that has both winners and graveyard entries.
Enterprises already running Copilot Studio, Agentforce, or ChatGPT Enterprise at scale who need agent inventory now.
You need transparent self-serve pricing or want to evaluate without a sales cycle.
Common questions answered by our AI research team
Zenity offers dedicated integrations for Microsoft Copilot Studio, Salesforce Agentforce, ServiceNow, and ChatGPT Enterprise, covering AI agents and copilots across SaaS, cloud, and endpoint environments.
Yes, Zenity has a dedicated integration for Microsoft Copilot Studio as part of its coverage across leading agent-building platforms.
Zenity uses intent-based detection, examining the full execution path including tool calls, memory access, data usage, and control flow to identify malicious or unintended outcomes even when inputs look harmless. This approach exposes attacks that prompt-based firewalls miss and correlates configuration, permissions, and runtime behavior into actionable threat signals.
Zenity covers the full agent lifecycle from buildtime to runtime, combining preemptive risk prevention during configuration with runtime threat detection, investigation, and response mapped to OWASP and MITRE ATLAS.
Yes, Zenity provides unified visibility, policy control, and threat prevention across SaaS, home-grown agentic platforms (Cloud), and end-user devices (Endpoint).
Founded
2021Pricing
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Zenity provides a security and governance platform for AI agents, helping enterprises manage risk from buildtime to runtime. It is based in Boston, MA.
