A passing test can be a splendid alibi. SeaLights maps software changes to the tests that actually touch them, giving teams a sharper answer to the question: is this release ready?
Axion Ray (operating as Axion) builds an AI 'observability command center' that helps the world's largest manufacturers catch product quality and safety problems months before they turn into recalls. Founded in 2021 by former McKinsey AI strategist Daniel First, the company fuses fragmented, unstructured field data - service tickets, dealership notes, call-center transcripts, sensor telemetry - into early-warning intelligence for engineering teams. Backed by Bessemer Venture Partners, RTX Ventures, Amplo and Inspired Capital with $25M raised, Axion works with manufacturers across aerospace, automotive, medtech and consumer goods.