Program Code Automated Vulnerability Analysis
| Reference number | |
| Coordinator | VyPr AI AB |
| Funding from Vinnova | SEK 500 000 |
| Project duration | November 2025 - June 2026 |
| Status | Ongoing |
| Venture | Innovative Startups |
| Call | Innovative Startups 2025 |
Purpose and goal
The goal is to further develop VyPr AI´s product into a full offering with validation of the business model and sales process. VyPr AI uses LLMs to find vulnerabilities in program code and provides explanations for problems. The existing prototype has proven effective for open-source code. This project will enhance the current product with our proprietary explanation model and evaluate different business models through pilot testing with Swedish enterprises.
Expected effects and result
Further developed first product into a full offering, Validated business model and sales process through pilot testing, Enhanced product with integrated explanation model, Successful pilots demonstrating effectiveness beyond open-source code. The solution will significantly reduce manual code review needs compared to traditional methods and rule-based static analysis tools, improving software security across industries.
Planned approach and implementation
Two work packages over 8 months. WP1 "Interactive vulnerability explanation": Complete development of explanation model providing detailed problem analysis, integrate into web tool. WP2 "Pilot": Validate solution with enterprise partners, test on commercial code beyond open-source, evaluate and refine business model and sales process. Implementation leverages founding team´s LLM expertise from Lund University research to deliver full commercial offering.