Manufacturing Decision Intelligence
See what is in your plant's data. Start with a FirstLook.
A FirstLook is a bounded diagnostic on your own operational data export. In days, not months, you receive a benchmarked, dollar-anchored findings report you keep regardless of what happens next. No commitment required. No installation. No vendor access to your network.
What you get
The FirstLook report is a standalone deliverable. You own it. Every finding cites its source reading, its benchmark, and its dollar estimate.
Benchmarked equipment health findings
Each asset scored against ISO 10816 vibration limits and MESA 85% OEE benchmarks. You see how your plant stacks up against the standard, not against a vendor's claim.
Forward fault outlook for at-risk assets
Assets showing deviation patterns receive a forward fault outlook: the failure mode, the sensor evidence, the confidence level, and the estimated cost if the fault develops.
Dollar-anchored priority ranking
Every finding is ranked by estimated dollar exposure: downtime cost, quality loss, or energy waste. You decide which one to address first based on business impact, not alert count.
Standards citations throughout
Every threshold and benchmark is cited: ISO 10816 for vibration, AIAG 1.33 for process capability, ISA-18.2 for alarm rationalization. Your engineers can audit every number.
What it asks of you
A FirstLook is designed to be low-friction by design. No installation, no network access, no long procurement cycle.
A data export from your existing historian, SCADA, or MES system — whatever format it lives in
Equipment metadata: asset names, types, locations, and any known failure history
A 30-minute kickoff call to align on the two or three questions that matter most to your team
Two to five business days while we run the analysis
30-min kickoff call. Align on questions that matter.
Data ingestion and quality check.
Analysis runs: health scoring, fault outlook, benchmarking.
Findings report delivered. Walkthrough scheduled.
What it costs to commit
Nothing. A FirstLook is a bounded engagement offered at no charge to qualifying design-partner prospects. You keep the report regardless of what happens next.
Qualifying criteria: a plant that produces time-series operational data, at least 50 instrumented assets, and a specific operational question the findings should answer.
Request a FirstLook