QuestorAI

QuestorAI is an application security remediation platform that finds vulnerabilities in code, validates them, and suggests fixes. It is positioned for development teams working in AI-assisted software environments. The platform follows a find, prove, fix, verify, automate workflow. It combines deterministic analysis with large language models in what the company describes as a neuro-symbolic architecture. The deterministic analysis grounds the LLM output, and LLMs are used for validation and code generation. The company states that each issue is proven before it is surfaced and re-validated after a fix is applied. Scans run from seconds to minutes, so code can be checked in near real-time. QuestorAI integrates with CI/CD pipelines, tickets, and pull requests. Suggested remediations are presented for review and approval. Customers can also choose to let the platform commit fixes autonomously, and they set the scope and authority of that automation. The company says its approach combines expert and AI insights to reduce noise and focus on high-confidence vulnerabilities, and that it reduces token usage by limiting LLMs to targeted tasks.