GOING
PHYSICAL.

VIBRATION. TORQUE. PRESSURE. VIDEO. SOUND. YOUR FACTORY FLOOR IS FULL OF SIGNAL. 98% OF THIS INDUSTRIAL DATA IS UNUSED TODAY. WE'RE FIXING THAT.
[01]
PHYSICAL
AGENTS
VISION QUALITY AGENT — catches defects and process violations before they ship.

ANOMALY & MAINTENANCE AGENT — predicts failures before they stop the line.

OPERATIONS PLANNING AGENT — replans in real time when reality shifts.
[TRANSFORM OPERATIONS]
[DEPLOY IN DAYS, NOT MONTHS]
FEWER DEFECTS. LESS DOWNTIME. LONGER ASSET LIFE. DEPLOYED IN WEEKS, NOT MONTHS.
[WE'RE INDUSTRIALIST BUILDING]
[WHAT WE WISHED EXISTED]
WHO WE ARE
[03]
CEO, Brainchild and former Global VP at ABB, real-world technologist devoted to bringing top software and industrial talent to the hardest problems.
KYLE EDWARDS
CPO, Former MIT professor and Physical AI pioneer, ex-VP Product at HEAVY.AI (NVIDIA), specializing in digital twins and geospatial intelligence.
DR. MICHAEL FLAXMAN
CGRO, Industrial technology leader across AVEVA, AspenTech, Bentley, and Microsoft, driving enterprise asset performance and industrial data systems globally.
OSSAMA TAWFICK
CFO, Industrialist and former investment VP leading $1M–$1B+ deals across private equity, bringing deep transactional discipline and operator mindset.
JOSEPH KELLY
Design Lead — spent nearly a decade at Palantir building core data and AI platforms, later leading 0→1 product design at Brex, Bastion, and Archetype Labs.
MIKHAIL PRONIUSHKIN
Robotics and AI engineer building multimodal agents, IoT systems, and real-world AI applications, with experience at Siemens and Bühler and an MSc from ETH Zürich.
KYO MANGOLD
AI systems engineer building robotics and industrial intelligence systems, previously at Volvo and Zenseact, with an MSc in Robotics from TU Delft.
SLAVA VOLOSHYN
[WE WANT YOU]

SEEKING ELITE TALENT AT THE INTERSECTION OF INDUSTRY AND SOFTWARE.