Evalixa AI is a technology services firm dedicated to assisting teams in testing, evaluating, and securing AI systems prior to their deployment. We established Evalixa in response to a persistent issue: organizations adopting AI agents, large language models (LLMs), and generative systems without adequate benchmarking, red-teaming, or security measures. Often, these models perform well in internal demonstrations but fail in real-world user interactions, while some agents collapse under adversarial inputs. Our services encompass the entire lifecycle of AI quality and security, including: - AI Benchmarking & Agent Evaluation — utilizing LLM-as-judge pipelines, red-teaming techniques, regression monitoring, and decision-grade reporting - AI Model Security Testing — conducting adversarial testing, prompt injection evaluations, jailbreak assessments, and vulnerability analysis - AI Attack Detection Systems — providing real-time detection and defense mechanisms against adversarial inputs and model exploitation - Data Annotation — delivering expert-driven labeling for model training, reinforcement learning from human feedback (RLHF) pipelines, and evaluation datasets - Enterprise AI Agents — deploying production-ready AI workflows with human oversight and audit logging - Supervised Fine-Tuning (SFT) & RLHF — focusing on dataset curation, preference tuning, and domain adaptation Each project is handled by experienced practitioners from beginning to end, with no transitions or junior replacements midway. We intentionally keep our client base limited to ensure that each engagement receives the necessary attention. Based in Hyderabad, India, we collaborate with teams worldwide across Europe, Asia, and North America.