Today we're announcing Lattice, the world's first AI investigation platform for manufacturing teams.

Why we built Lattice

Manufacturing systems are increasingly moving faster than we can think—and that's becoming a problem. When a defect hits, you're pulling batch records from one system, sensor data from another, and chasing down inspection notes in email threads. By the time you've reconstructed what happened, you're already behind on the corrective action.

At Auxiliary Machines, we realized that if manufacturing is evolving, the way we problem solve needs to evolve, too. That’s why we built Lattice.

How Lattice works

Lattice is an AI-powered investigation workspace designed to take the weight off root cause analysis in industrial settings. We didn’t just put the 8D, 5-Whys, and Ishikawa diagrams into a digital form; we made them intelligent.

Lattice is an investigative partner: Instead of spending hours hunting through old logs, Lattice scans your history to suggest where things likely went wrong. It turns "data hunting" into "problem solving", reducing investigation time dramatically across various manufacturing use cases.

Get Started

Getting started is simple. We'll work with you to understand your process data and show you how Lattice can build an automated investigation timeline, surface correlations across hundreds of parameters, and preserve institutional knowledge.

Describe your toughest defect and we'll show you exactly how Lattice would investigate it. Book a call