Built from real quality
operations experience.
KruxialAI was founded to build operational infrastructure and intelligence for industrial organizations. ROOT is the first operational system in that vision — built directly from years of OEM-facing quality experience in automotive manufacturing.
Dan Sutu
Founder, KruxialAI
Automotive Quality · 10+ Years OEM Experience
Domain: Automotive OEM
Focus: Structured Problem Solving
I've spent more than a decade working in automotive quality, directly with OEM customers and Tier 1 and Tier 2 suppliers.
Throughout my career I've worked in customer-facing quality roles, managed containment operations, coordinated supplier responses, and led structured problem solving across complex multi-site quality issues.
ROOT was born from the need to bring quality operations forward. Every workflow, design decision, and operational concept in ROOT comes from direct experience — not from assumptions about how manufacturing should work.
ROOT reflects how quality operations actually work inside automotive manufacturing — not how legacy enterprise software assumes they work.
KruxialAI exists to build operational infrastructure and operational intelligence for industrial organizations — starting with automotive and expanding into medical and aerospace.
If your team is managing quality operations across suppliers and sites, ROOT was built for exactly that.
— Dan Sutu
Founder, KruxialAI
KruxialAI is built to serve industrial organizations that operate under quality compliance requirements, supplier accountability structures, and OEM-facing quality obligations.
ROOT Automotive is the first operational system built on the KruxialAI platform. Future systems — ROOT Medical and ROOT Aerospace — will bring the same operational infrastructure approach to adjacent regulated industries.
Interested in ROOT?
Book an introduction to see the platform in action.