Focused, time-boxed pilots that prove value in weeks.
Every program follows the same disciplined path, Assess & Design → Pilot & Validate → Scale & Govern, with clear quality gates and a measurable business case at each stage.
Three phases. Quality gates at every step.
Assess & Design
A scoping call and a short plant walk-through to pick one line, one asset or one workflow, define success metrics, and confirm data access.
Pilot & Validate
A working pilot on your line within 4–8 weeks, validated against the agreed metrics with a measurable business case.
Scale & Govern
Roll out across lines and plants with qualification protocols, audit trails and change-control governance.
Questions plant leaders ask first.
Where does our data live?
Wherever you decide. Data residency is your call: deploy on-premise on edge gateways, line-side compute or private plant servers, or in your own private cloud. Either way it stays within your firewall, with no server-side logging of proprietary parameters, no training on your production data, and no third-party broker in the pipeline.
How long until we see a working pilot?
Typically 4–8 weeks from scoping to a working pilot on one line.
Do we need to replace our existing systems?
No. Programs integrate with your existing PLCs, SCADA, MES/ERP and CMMS/EAM systems.
We're in a regulated plant. Can you support validation?
Yes. Qualification protocols, audit trails and traceability are completed before a pilot touches live production.
What if our use case isn't listed?
Use "Scope your use case." We'll map it to an existing program or scope a new one.