Reasoning infrastructure for intelligent machines.
Auxiliary aux·il·ia·ry (adjective)
Providing additional help and support.
Industrial systems generate massive operational data, but when autonomous machines encounter anomalies, they
escalate and halt—waiting for human intervention. Auxiliary Machines is building the reasoning layer that
lets machines self-diagnose, evaluate
responses, and resolve issues without stopping operations.
::Lattice is our first
product: the investigation platform where manufacturing quality teams solve complex, multi-variable defects.
It consolidates fragmented production data, reconstructs failure timelines, and captures causal
relationships between equipment states, process parameters, and environmental conditions—turning ad hoc
investigations into systematic, repeatable processes.
We're starting with manufacturing quality, then expanding to robotics, infrastructure control systems, and
anywhere intelligent machines need to operate independently.