Tagged: mttr
5 results
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.
Sonarly
Sonarly is a San Francisco startup (Y Combinator W26) building an autonomous AI on-call engineer for production software. It wires into a company's monitoring stack - Sentry, Datadog, Grafana, Slack and more - triages every alert to strip out noise and duplicates, investigates logs, traces, metrics and code to find the root cause, and opens a ready-to-merge fix pull request before a human engineer is paged. Founded by Dimittri Choudhury and Alexandre Klobb, who previously scaled an edtech app to 100k+ users, Sonarly aims to cut Mean Time To Repair by handling the 3am pages that engineers dread.
Radiant Security
Radiant Security builds an adaptive, agentic AI SOC platform that triages, investigates, and helps respond to every security alert a team receives - regardless of source, complexity, or novelty. Founded in 2021 by security veterans Shahar Ben-Hador and Barry Shteiman, the company aims to cut the alert noise that overwhelms security operations centers, escalating only real threats to human analysts and reducing analyst workload by up to 98%. It also folds in integrated log management to cut SIEM storage costs.
Vibranium Labs
Vibranium Labs is a New York-based AI company building Vibe AI, an agentic 'AI Site Reliability Engineer' that acts as the first responder to IT incidents. Its Vibe OnCall platform pages AI agents to detect, triage, and resolve outages before human engineers are woken up, integrating with tools like Slack, PagerDuty, Datadog, Jira, and ServiceNow. The company says its agents cut mean time to resolution by up to 85%, and positions itself as an AI-native alternative to PagerDuty and Opsgenie. Founded by Sang Lee (ex-Google, ex-AWS) with FiscalNote co-founder Tim Hwang, it raised $4.6M in seed funding in September 2025.
Sang Lee
Sang Lee is the co-founder and CEO of Vibranium Labs, a New York startup building Vibe AI, billed as the first 24/7 AI site reliability engineer. A former Google and AWS engineer who lived through too many 2 a.m. outage firefights, Lee is building an agentic AI teammate that detects, triages, and resolves IT incidents before a human ever wakes up. In September 2025 the company raised $4.6M in seed funding led by Calibrate Ventures and Mirae Asset, with backing from a16z, Franklin Templeton, and others, claiming up to an 85% cut in mean time to resolution and counting Shutterstock among its clients.