Guidebolt develops a foundation AI platform based on the Unified Polylogic Model (UPM), a new non-LLM architecture designed for calculator-like reliability and consistent accuracy in digital and physical applications. The technology achieves Class II AI status per ISO/IEC TR 5469, with a TÜV SÜD-qualified compiler toolchain certified to IEC 61508, IEC 62304, and ISO 26262 standards, plus security features including CAN/DGSI 104 Level 1 compliance and NIST FIPS 140-3 modules. It serves professional and business users in robotics, manufacturing, and other domains where errors are costly and time-consuming. The company was founded by Yoonseo Kang (CEO, former first employee and CTO at Payfare ahead of its $300M IPO, Thiel Fellow, open source automation pioneer) with Kemal Ahmed as Chief Business Officer (software entrepreneur with $600K B2B sales including to Amazon, UX patent holder). Advisors include Larry Rudolph (former MIT CSAIL principal research scientist), James Koppel (MIT PhD in software), and Tim Barfoot (University of Toronto PhD, IEEE Fellow in autonomous robotics). Guidebolt operates from the Greater Toronto Area, Canada.