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Readiness scorecard
Ready / not yet / fix-these across data, process, and governance — so leadership and the plant see the same truth.
AI Readiness for plants
Foundation before agents.
AI Readiness Assessments for maintenance & reliability — so when agents show up, they help your people instead of populating your CMMS with invented bad data.
AI drafts. Humans approve.
Most AI pilots die in the CMMS — not in the model.
Leadership wants agents. Vendors demo copilots. The shop floor knows hierarchy, failure codes, work history, and approvals aren’t ready. Unsupervised AI on messy data invents torque, part numbers, and unsafe steps.
Readiness is the missing step.
What we look at
An AI Readiness Assessment built for plants.
We score whether your maintenance system can support useful AI — and what to fix first — across data, process, and governance. You leave with a clear ready / not yet / fix-these map and a prioritized roadmap.
CMMS/EAM data quality, hierarchy, BOMs
Failure coding & work history you can trust
Planning / scheduling / work-management
Governance: recommend vs approve, audit trail, named owners
What you get
Walk away with a map — not a brochure.
A clear picture of what’s solid, what’s risky, and what to fix first — plus a practical path to gated first uses.
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Fix-first / 90-day roadmap
Prioritized work that strengthens the foundation before anyone turns agents loose on your CMMS.
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Gated first uses
One or two supervised first uses under human approve — drafts that help people, not unsupervised theater.
How we work
We don’t sell you an AI product.
We make sure your reliability system can win with one. We partner with your CMMS and AI tools. Not a platform, not a chatbot vendor, not autonomous-maintenance theater.
Foundation first.
Then agents.
AI drafts.
Humans approve.
AI-enabled,
not AI-replaced.
Get ready before the agents arrive.
Talk through where you are on data, process, and governance — and whether an assessment is the right next step.