Pairio is AI-native industrial maintenance software built around a voice-first mobile app that helps manufacturing technicians resolve equipment faults faster. The app searches across thousands of pages of manuals and captures shop-floor knowledge so technicians can fix issues quickly. Founded in 2025, Pairio is already used at four manufacturing plants in Germany to reduce equipment downtime and is part of Y Combinator's Spring 2026 batch.