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Zenity
AI security and governance platform focused on agents, copilots, and low-code AI apps: discovering shadow AI, enforcing policies, and monitoring risky tool use.
Security and platform teams that need governance over agents, copilots, and low-code AI apps across SaaS estates.
Buyers who only need a prompt-injection API firewall, or teams still purely on classic ML model scanning.
Verdict
Zenity is a good fit when your risk is agents, copilots, and citizen-built AI apps rather than only model files. It stays independent while several guardrail peers were absorbed into larger security stacks, which matters for roadmap continuity. Practitioners like discovery of shadow AI and policy controls; expect a sales-led commercial motion and a clear SaaS connector scope.
Score Breakdown
How Zenity scores in the categories that matter to its buyers.
The Field at a Glance
Where Zenity ranks among Security, safety & guardrails vendors we reviewed, by Overall Score and relative typical engagement cost.
Zenity scores 6.9 in the guardrails field, behind HiddenLayer (8.1) and near Noma Security (8.0) and Lakera (6.8). Relative cost is mid-to-high on quote-led enterprise security packaging.
Compared with …
- Zenity vs HiddenLayer 8.1/6.9
- Zenity vs Noma Security 8.0/6.9
Use-case matrix
| Use case | Fit | Notes |
|---|---|---|
| Agent & copilot governance | Strong | Core Zenity focus. |
| Shadow AI discovery | Strong | SaaS estate visibility. |
| Low-code / citizen AI risk | Strong | Business-user AI surfaces. |
| Prompt-injection API firewall only | Mixed | Broader than pure runtime filter. |
| Model supply-chain scanning | Mixed | HiddenLayer often leads here. |
| Endpoint antivirus replacement | Poor | Wrong category. |
Who it’s for
Good fit
- Security teams governing agents and copilots
- Platform owners fighting shadow AI in SaaS
- Enterprises that want an independent AI security vendor
Poor fit
- Buyers who only need a prompt firewall API
- Teams focused solely on classic ML artifact scanning
- Orgs shopping for endpoint AV
Review Excerpts
Below are excerpts from public reviews. Paid reviews and pay-for-play sites such as Clutch were excluded.
“Zenity finally showed us which Power Platform and Copilot automations were calling external models without a ticket.”
“Staying independent while peers got acquired mattered in our shortlist for roadmap control.”
“Everything is quote-led; you need a crisp connector and seat scope before finance will sign.”
“We inventory agent and low-code AI apps first, then attach policies on data egress and tool permissions.”
Methodology
This page is an independent evaluation of Zenity for buyers comparing options in security, safety & guardrails. AI Industry Reviews accepts no sponsorships, advertising, or pay-for-placement fees. Zenity did not pay for this review.
What we scored
The headline number is an Overall Score on a 0-10 scale. Eight criteria fall under it in two groups.
- Buyer outcomes (for security, safety & guardrails)
- Agent / copilot security
- Shadow AI discovery
- Policy & governance controls
- SaaS connector coverage
- Company & commercial
- Innovation & product leadership
- Project management & communication
- Pricing
- Contract fairness
Pricing measures whether the price looks fair for the value delivered, including packaging and renewal friction that show up in real buying cycles.
Score Composition
| Input | Weight | What it covers |
|---|---|---|
| Reviews | 40% | A proprietary read of what practitioners say about likes, complaints, and day-to-day use, including public review sites, forums, and private chat rooms. Paid reviews and pay-for-play sites such as Clutch are out of scope. |
| Product | 35% | Hands-on look at screens and workflows. |
| Pricing | 15% | Whether the price looks fair for what you get. |
| Docs & training | 10% | Docs, tutorials, and training material. |
How we balanced the evidence
The Overall Score is the simple average of the eight criteria. Recommendation language follows that score and the fit pattern described above.
Scope
Zenity is graded here as security, safety & guardrails. Criteria scores can move as more review volume and product checks are added.