# Pairio

> Pairio is an AI mobile app that helps factory technicians fix broken machines. A technician speaks into their phone or snaps a photo of a faulty machine, and Pairio searches thousands of pages of OEM manuals and past repair records to return step-by-step fixes on the spot. After each repair, the technician talks through what they did and Pairio structures the learnings into shareable know-how, so institutional knowledge outlives the workers who retire. Founded in 2025 by Tim Zinkl and Matthias Wolf and backed by Y Combinator (P26), Pairio is already cutting repair times by roughly 25% across four manufacturing plants in Germany.

- **Founded:** 2025
- **Headquarters:** San Francisco, California, United States
- **Founders:** Tim Zinkl (Co-Founder & CEO), Matthias Wolf (Co-Founder & CTO)
- **Team size:** 3
- **Products:** Pairio Mobile Assistant, Voice-to-Report Documentation, Knowledge Retention Engine, Maintenance Analytics & ERP Integration
- **Notable:** Accepted into Y Combinator's Spring 2026 (P26) batch., Deployed across four manufacturing plants in Germany., Reduced repair times (MTTR) by roughly 25% at customer sites.

## Products & services

- **Pairio Mobile Assistant** — An AI mobile app where technicians take a photo or speak into their phone to describe a broken machine, and Pairio searches thousands of pages of OEM manuals and past maintenance records to return step-by-step repair instructions at the machine.
- **Voice-to-Report Documentation** — Technicians capture voice memos, photos or videos after a repair; Pairio identifies the issue, actions taken and spare parts used, then auto-generates structured maintenance reports - cutting documentation effort by roughly 80%.
- **Knowledge Retention Engine** — Every repair conversation is structured into shareable know-how, building a living institutional memory that survives worker turnover and speeds onboarding of new technicians.
- **Maintenance Analytics & ERP Integration** — Analyzes maintenance intervals and failure patterns and integrates with enterprise systems including SAP, Oracle, IBM Maximo, IFS, Hexagon, SharePoint and Outlook.

## Achievements

- Accepted into Y Combinator's Spring 2026 (P26) batch.
- Deployed across four manufacturing plants in Germany.
- Reduced repair times (MTTR) by roughly 25% at customer sites.
- Reported 80% reduction in documentation effort and 90% faster technician onboarding at early customers.
- Secured startup support from Google Cloud for Startups and ElevenLabs.

## Latest updates

- **2026-03** — Closed seed funding as part of the Y Combinator P26 batch.
- **2026-01** — Featured by Y Combinator as helping technicians fix machines faster, reducing repair times by 25% across four German factories.

## Links

- Website: https://pairio.com
- LinkedIn: https://www.linkedin.com/company/pairio-ai

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Profile page: https://yespress.io/pairio-yc-p26
Published by YesPress — https://yespress.io
Last updated: 2026-07-30