| What it does | Tools and algorithms for AI agents to test, fix and optimize your codebase
| Forensic-grade AI text detection with end-to-end encryption and zero data retention
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
| AU
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| Pricing model | Free
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| Pricing | Vinv is free and open source under the Apache 2.0 license.
| Free plan: 5,000 words/month with sign-in. Starter: $10/month (or $8/mo billed annually) for 75,000 words/month. Pro: $22/month (or $18/mo billed annually) for 180,000 words/month. Team: $55/month (or $50/mo billed annually) for 500,000 words/month. Enterprise: custom pricing. Credit packs available
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| Key features | - Acceptance test verification before fix deployment
- One-click revert of all changes from a failed fix attempt
| - Quad-Lock four-layer detection engine combining semantic analysis, pattern recognition, rhythm analysis and arbiter
- Zero data retention for guest users; encrypted storage for authenticated users
- Verified Certificates of Humanity with cryptographic signing
- Sentence-level highlighting and forensic analysis
- Batch upload and bulk scanning of multiple files
- REST API for integration into ATS, CMS and internal tools
- Plagiarism checking and matching sources identification
- Scan history with encrypted storage and deletion options
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| What makes it different | - Provides real runtime evidence to AI agents instead of requiring them to guess or generate test cases
- Runs completely locally with zero code changes needed to the codebase
- Proves fixes work by re-executing against acceptance tests the agent never sees
- Works with any AI coding agent without requiring new subscriptions or API keys
- Uses published scientific methods for each decision, with full math and attribution transparency
| - Only AI detector offering both end-to-end encryption and zero data retention
- Verified Certificates of Humanity exclusive to Veredict for proving human authorship
- Four-layer Quad-Lock engine achieves near-zero false positives including for academic writing
- Privacy-first architecture where submissions are never used for model training
- Every purchase funds carbon removal via Frontier
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 2 ▲ +1 (up) since last check | 2 ● no change since last check |
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| Trust Flow (Majestic) | 0 | 0 |
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| Citation Flow (Majestic) | 13 | 17 |
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| Referring domains (Majestic) | 39 | 7 |
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Vinv