A live map of the companies making AI systems measurable, the observability, evaluation and testing layer. Compiled by VenorTech (landscape dated 20 October 2026) and organized into VenorTech's own categories, in the order they list them: 99 companies across 8 categories. Source: https://landscapes.venortech.com/observability-evaluation-testing/