40–50% of time lost
Decisions slow, capacity shrinks, and the backlog grows heavier every day the work sits unfinished.
Unify data silos and industrial expertise to enable AI-powered workflows, returning valuable time to complete critical work
Decisions slow, capacity shrinks, and the backlog grows heavier every day the work sits unfinished.
Context sits in CMMS, ERP, historians, drawings and inboxes, so every answer is assembled by hand.
The cost of preventable maintenance issues (downtime, defects, and lost sales) in US manufacturing ~NIST
Turn plant data and field intelligence into reliable AI workflows across the maintenance lifecycle, from planning to field execution - teams work faster, make safer decisions, and spend more time maintaining assets instead of searching, documenting, and waiting
When the plant’s data, worker’s expertise and the already running systems answer as one, the work itself shows returns
Documents, systems and know-how resolve into one context, so the answer is ready up front.
Asset data, service history and frontline expertise land in one place - evidence, not memory.
Automate the write-ups and hand-offs that eat a shift, so the same crew closes out more work.

We don't hand you a platform and walk away - we stand up a working teammate for the workflows you choose, in three steps
We sit with your IT, OT & ET teams to map every data source, system, and platform behind the workflows you want solved.
With your team, we capture the nuances and gray-zone judgment of the work - then tune the AI to how it's really done.
We ship it into a secure data cloud, automating the chosen workflow end to end - with your people in control.
Start from whichever operation looks like yours, then change what doesn’t fit - whatever it comes to, it comes to again next year
