Post by Calsoft

An LLM that passed every internal test went live. Six months later, the same model was giving different answers to the same questions. Response quality had shifted with every update. Nobody noticed — until customers did. This is what happens when AI ships without structured evaluation. No golden dataset. No regression validation. No production monitoring. Calsoft's AI LLM Evaluation as a Service brings operational discipline to AI systems — measurable benchmarks, automated regression pipelines, and continuous production monitoring — so teams know their AI keeps working, release after release. 📎 https://lnkd.in/e-4r-jBW #AIEvaluation #LLMEval #EnterpriseAI #AIReliability #Calsoft