Enterprise AI Agents: AI Agent Testing | Evaluating | Benchmarking

Hey Product Hunt! 👋 I'm Hemanth, CEO & Co-Founder of Evalixa AI. We built Evalixa because we kept running into the same problem — organisations shipping AI systems into production that were never properly tested, evaluated, or secured. Models that hallucinate in edge cases. Agents that break under adversarial inputs. LLMs that pass internal demos but fail when real users interact with them. We wanted to be the partner we wished existed when we saw these gaps — a team that takes AI quality as seriously as the teams building the models. **What Evalixa does:** - AI Benchmarking & Agent Evaluation — structured quality measurement before deployment - AI Model Security Testing — adversarial testing, prompt injection, jailbreak assessment - AI Attack Detection Systems — real-time defense against adversarial inputs - Data Annotation — high-quality training data for RLHF and evaluation pipelines - Enterprise AI Agents — production-grade AI workflows with governance built in **How we got here:** We started as two co-founders (myself and Tharun, our CTO) with backgrounds in AI/ML, full-stack development, and cybersecurity research. Our work on DDoS attack detection using ML at IIIT Naya Raipur directly shaped how we think about AI security testing today. We deliberately keep our client list small. Every project gets senior practitioners from start to finish — no handoffs, no junior replacements halfway through. **Who it's for:** - Startups that need AI evaluation depth without full-time hiring cost - Scale-ups with AI systems that have outgrown ad-hoc testing - Enterprise teams that need specialist AI security capability fast We're based in Hyderabad, India and work with teams globally. We'd love your feedback — what's the biggest challenge you face when testing or evaluating AI systems? 🔗 https://www.evalixa.com