Building the reasoning layer for
industrial manufacturing.

Our mission is to give engineers the reasoning infrastructure to diagnose, understand, and master their most ambitious creations

We built Lattice because the way the industry handles quality is hitting a mathematical limit. The complexity of modern manufacturing has outpaced the human ability to investigate it.

Today, quality teams are forced to trade depth for speed. Complex failures get compressed into simple narratives. Deviations are attributed to "operator error" not because it's true, but because it's plausible enough to close the CAPA.

This is a diagnostic capacity problem. You cannot fix what you cannot effectively reason about.

Lattice is an agentic reasoning engine designed to close this gap. We provide the infrastructure to move from "root cause"—a convenient fiction—to a true understanding of the system state that allowed a failure to occur.

Leadership

Engineers who have built at the intersection of complex systems, software, and manufacturing.

Mohamadou Bella Bah

Mohamadou Bella Bah

Founder & CEO

MIT EECS (Multiagent Systems Research)

Previously Google & Google X (Energy Infrastructure)

Founded Auxiliary Machines to build reasoning infrastructure for industrial manufacturing.

Sharbel Karam

Sharbel Karam

Head of Product & Customer Success

Embry-Riddle · Johns Hopkins University M.Sc.

Previously Northrop Grumman, Kitty Hawk, LTA Research

Over a decade of leadership in quality management across aerospace, defense, and advanced aviation.

Produce Investigations That Hold Up Under Scrutiny

Lattice helps quality teams produce comprehensive, defensible investigations. Faster than manual methods and more rigorous than ad-hoc processes.