| What it does | Tools and algorithms for AI agents to test, fix and optimize your codebase
| AI-powered forensic pricing intelligence to find hidden fees in contracts, invoices, and financial documents
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| Stage | Not given
| Startup
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| Founded | Not given
| 2025
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| Based in | Not given
| Not given
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| Pricing model | Free
| Paid
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| Pricing | Vinv is free and open source under the Apache 2.0 license.
| $15 one-time analysis, no subscription required
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| Key features | - Acceptance test verification before fix deployment
- One-click revert of all changes from a failed fix attempt
| - Hidden fee detection across contracts, invoices, estimates, bills, and financing documents
- Plain-language risk reports with negotiation leverage points
- Support for multiple document formats: PDF, image, Word, and text
- Secure encrypted document processing without AI training use
- Negotiation support with questions to ask providers
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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
| - Forensic pricing intelligence that goes beyond keyword scanning to understand how pricing systems function structurally
- One-time $15 analysis with no subscription or recurring charges
- Documents are not used for AI training, with secure encrypted processing
- Results delivered in minutes with plain-language explanations
- Identifies negotiation leverage points and specific questions to ask providers
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 8 ▼ −1 (down) 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 | 19 |
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| Referring domains (Majestic) | 39 | 13 |
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Vinv
DetectHiddenFees