Reasoning infrastructure for intelligent machines.
Auxiliary aux·il·ia·ry (adjective)
Providing additional help and support.
Industrial systems generate operational data at massive scale, but autonomous machines lack the intelligence
to interpret it. When they encounter anomalies, they escalate and await human intervention; halting
operations and bottlenecking true autonomy.
Auxiliary Machines is building
the reasoning layer that lets machines self-diagnose issues, evaluate responses, and resolve them without
intervention.
::Lattice is our defect
traceability platform for manufacturing quality teams. It actively facilitates their root-cause
investigation workflow and maps how failures propagate through production systems—capturing causal
relationships between equipment states, process parameters, and environmental conditions. This systematic
analysis forms a repository of operational patterns that autonomous
systems
can later query instead of escalating.
What quality teams use today for root-cause investigation becomes tomorrow's reasoning infrastructure for
autonomous operations.
We're starting with manufacturing quality, then expanding to robotics, infrastructure control systems, and
anywhere intelligent machines need to operate independently.