A 30-minute intro call
- A short read on your plant
- Working out together which engagement fits
- Cost and schedule explained
- Online, no commitment
DARVIO · AI adoption consulting
Before any AI goes in,your data is where we start
Setting out the floor’s data and its decision criteria — that is the work itself.
If what you need is your cost explained exactly as things stand, that’s a different route.
Why consulting first
Same plant — so why do the answers differ?
The floorThe physical worldBasis for a decision
- Temperature, vibration, sound
- A veteran’s instinct
- Outside the system
ManagementThe world of decisionsBasis for a decision
- ERP, MES, reports
- Outcome metrics
- Inside the system
This disconnect is what creates loss for the business.
What previous diagnostics actually turned up
We find what the plant didn’t know about itself
What follows is not an improvement plan — it is the facts left in hand when the diagnostic finished.
- B2B ODM manufacturer
All twelve root parameters in the cost calculation turned out to be arbitrary values
The same class of warning appeared 423 times across the file. Quotes went out with nobody knowing those values were arbitrary.
- B2B ODM manufacturer
25.3% of the total cost on a single job derived from those arbitrary values
That doesn’t mean the numbers were wrong — it means nobody could trace where the evidence ended and the assumption began.
- Large food manufacturer
Closed historical costs were being rewritten in later versions
Of 36,293 order lines present in both versions, 7,660 had a different production unit cost. Not one order quantity had changed.
- B2B ODM manufacturer
Materials making up 96.0% of purchase value moved more than 10% in price over 26 months
Yet the material price used in quotes hadn’t been updated in over a year.
The figures are what each diagnostic observed. They differ by plant, and they are what we found — not money we recovered. Company names are given only as industry and size.
How the tiers stack
One AI diagnosis — how much human help on top
Every engagement starts from the same DARVIO AI diagnosis. You only choose how much consulting goes on top.
- BaseDARVIO AI diagnosisAI analyses your data in 1–2 days — the demo above is a preview
- + ConsultantLight consultingThe AI result, verified remotely · 1–2 weeks
- + On siteStandard consultingConsultants on site, one document · 2–3 weeks
We just want a quick read on where our plant stands
When you know there’s a problem and want to find where the loss is.
We connect to your existing systems read-only and diagnose.
- How it runs
- DARVIO AI diagnosis + remote consultant review
- Duration
- About 1–2 weeks
- What you get
- Plant diagnostic report + loss assessment + PoC proposal (with expected effect)
- Requires an environment we can connect to MES, ERP and the like
- If you need material to convince people internally, take Standard
We can’t even name the problem — come and look at it with us
When each department tells a different story and the priorities collide.
Consultants come, define the problem, and write it up in one document.
- How it runs
- DARVIO AI diagnosis + consultants on site
- Duration
- About 2–3 weeks
- What you get
- A single BRD document (requirements + scenarios + data model + acceptance criteria)
- Needs 4–5 hours of your time for interviews and floor observation
- If you only need a fast data read, take Light
What follows consulting
This is how it continues once consulting ends
Shape the build-contract process around your own situation
Optional
Consulting
1–3 weeksOptional
PoC
3–5 weeksRequired
Build contract
About 3 monthsOngoing
Asset and operations
OngoingFAQ
Frequently asked questions
If it’s hard to choose
We’ll work out where to start with you
Light consulting
- Run online, no site visit
- About 1–2 weeks
- Plant diagnostic report + PoC proposal
- A low-cost way to start
Standard consulting
- Consultants on site + AI analysis
- About 2–3 weeks
- Written up as a single BRD
- The step just before a build contract