Specializing in *MCP Server Implementation*, *RAG Evaluation*, and *Agentic AI Testing*. We ensure your AI is safe, accurate, and enterprise-ready.
Moving from traditional enterprise testing at Oracle to the frontier of Generative AI. We understand that LLMs require a new paradigm of quality—moving from deterministic "Pass/Fail" to probabilistic "Evals."
QualiGenAI was founded by a veteran of the global software industry with a mission to bring deterministic reliability to AI.
"After 20 years in Quality Engineering—including a defining 9-year tenure at Oracle—I realized that the AI revolution lacked enterprise-grade verification."
Lead roles in Software Quality Engineering for enterprise database and cloud system reliability.
Mastering global delivery, Agile frameworks, and large-scale test automation.
Implementing Agentic AI, MCP architectures, and RAG-LLM evaluation frameworks.
High-fidelity Quality Engineering for the next generation of software, built on 20 years of enterprise standards.
We validate autonomous reasoning chains and tool-calling reliability.
Move beyond simple testing to probabilistic evaluation of retrieval pipelines.
Securely connect your proprietary ecosystem to LLMs using custom TypeScript MCP Servers.
Enable LLMs to query Oracle Databases using natural language safely. Built with the standard @modelcontextprotocol/sdk.
Ensures the answer is derived strictly from the retrieved context (No Hallucinations).
Measures how well the answer addresses the actual user query.
Stress testing the AI against adversarial prompts and edge cases.
Specializing in
We ensure your AI is safe, accurate, and enterprise-ready.
Enterprise AI Quality Engineering & MCP Solutions
Oracle Veteran Founded • 20+ Yrs QA Excellence
Ready to secure your LLM pipelines? Let's discuss your architecture.