| What it does | Test in Production
| Prompt injection protection for AI agents
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| Stage | Startup
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Freemium
| Freemium
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| Pricing | Free: $0/mo with 20 monthly actions, 3 test flows, deterministic agents only. Pro: pricing not specified, includes 500 monthly actions, unlimited test flows, deterministic and exploratory agents. Scale: custom pricing for 10k+ monthly actions. Extra actions available at $0.02 per action.
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| Key features | - Exploratory agents that discover edge cases autonomously
- No SDK required, no code changes needed
- Semantic UI understanding adapts to layout changes
- Detailed error reports with screenshots and logs
- Email notifications on errors
- Authentication handling with username and password
- Chromium browser engine with responsive viewport
- Global geo-location support
| - Scans tool output, documents, web pages and email
- Multi-layered detection cascade with heuristics and deeper analysis
- Policy Studio for rule management and versioning
- Evidence and investigation tools showing detector signals and matched spans
- SIEM export to Splunk, QRadar, Sentinel and Elastic
- Python and TypeScript SDKs
- HTTP API and webhook support
- Mandatory two-factor authentication
- Knowledge bucket scanning for RAG pipelines
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| What makes it different | - Tests run in actual production environment where users live
- AI agents catch edge cases humans miss
- No installation required - agents work like real users
- 24/7 continuous monitoring
| - Same detection quality across all plans—no features held back at lower tiers
- Transparent benchmarking with published methodology and confidence intervals
- Model-agnostic, provider-agnostic architecture works with any AI model or framework
- In-process detection with 23 ms median latency on default engine
- Free tier with 5 million characters per month, no card required
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 1 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 2 | 0 |
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| Citation Flow (Majestic) | 26 | 0 |
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| Referring domains (Majestic) | 22 | 0 |
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Papercuts
Tawa Guard