About AutoGain
AutoGain Insight Systems LLC builds AI-powered reliability engineering software for organizations who believe product quality should be designed in — not inspected in.
To make reliability engineering intelligent, connected, and continuous. We believe every field failure should teach every future design. We build software that makes this real — not as a vision statement, but as running code.
FMEA in Excel. Field failures in a CAPA system. Statistics in Minitab. Root cause in Word. Design decisions in someone's head. Five tools, zero connection between them.
FMEAs that never learn from the field. Every warranty claim is a lesson, but that lesson never reaches the design team. The same failures get designed into the next program.
$5,000–$15,000 per seat per year for commercial tools that don't talk to each other. Engineers spend more time copying data between systems than analyzing risk.
Tribal knowledge about failure modes lives in the heads of senior engineers. When they retire, 30 years of institutional reliability intelligence disappears overnight.
Every tool should talk to every other tool. Design → Process → Field → Design. A closed loop, not an open question.
AI should amplify engineering judgement, not replace it. Physics-grounded suggestions, not generic LLM output.
Systems that learn and evolve with every failure, every test, every design decision. Not static documents gathering dust.
Ready to see what a Living Reliability System looks like? We'd love to show you.