Metrx

Metrx is an optimization engine designed for teams deploying AI workloads, automating the search and validation of more efficient and higher quality model configurations. It continually monitors AI workloads, generates and tests new candidates against live traffic with randomized holdouts, and offers auditable, data-driven promotion or rollback of configurations based on empirically proven results. Metrx addresses configuration rot, model drift, and cost inefficiency in AI applications, providing teams with trustworthy, reproducible evidence instead of relying on benchmarks or guesswork.