Solution
Identify the right industrial AI opportunities
The question is not whether industrial AI can help. It is which problem, at which site, with which data, in what order — and what each one is worth.
What this looks like on site
- Multiple competing proposals with no comparable business case
- Pilots that demonstrated technology but not value
- Uncertainty about whether existing data is sufficient
- Pressure to invest without a defensible sequence
What it costs you
Starting in the wrong place is expensive twice: the money spent, and the organisational scepticism that follows a pilot which never scaled.
Who this is for: Executives, operations and digital leaders evaluating industrial AI investment.
What VMatrix provides
What we build
- Operational loss profile from your existing records
- Financial exposure model with the formulas shown openly
- Ranked opportunity register with estimated annual value
- Data readiness assessment by system and by use case
- Recommended first deployment with fixed scope, timeline and fee
- Executive findings pack and review session
Outcomes
What you should expect
- A defensible investment sequence rather than a list of ideas
- Each opportunity valued in your own financial terms
- Clarity on what your data can and cannot support today
What we need from you
We begin with the records you already keep. Nothing here requires new instrumentation.
- Downtime, work order and production extracts
- Cost or contribution margin reference
- A list of systems currently in use
How implementation works
- 1Kick-off and data request
- 2Extract review and loss profiling
- 3Interviews with operations and maintenance
- 4Opportunity valuation and ranking
- 5Findings review and recommended sequence
Timeline, investment and next step
- Timeline
- 10 business days
- Cost
- Fixed fee, quoted after scoping
- Recommended engagement
- Industrial Intelligence Diagnostic
A structured review of your operational records, losses and systems that returns a ranked, costed opportunity list.
See what this includes
Related product
Industrial Command Intelligence
One operational picture across sites, systems and functions.
Brings the intelligence layers together into a group-level command view with standardised definitions, exposure ranking and validated value by site.
See the platformFind the right starting point for your operation
Answer five questions and we will tell you which engagement fits, what it costs, how long it takes and what we need from you. Or book a complimentary 30-minute fit consultation.