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DARVIS company & productDARVIO consulting
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DARVIO · AI diagnostic consulting

Add consultants to AI diagnosis and pinpoint where things leak in 1–3 weeks

We only read your existing systems. We deliver the facts we find, not an improvement plan.

60-second demo ↓

Current stage: 00 Launch

DARVIOFictional manufacturer C · Plant 2 · six-stage diagnosis
As of 00 LaunchRead-onlyScripted demo · not customer data
INPUT → THE COUNCIL → OUTPUT

Run a sample factory diagnosis.

Connect the data, watch five AI agents debate, and get a cost-loss diagnosis report.

“The shop floor knows the problem. Management knows the numbers. The agents debate in between.”

6
connected systems
~2.4M
data points / hr
5
specialist agents
I→C→O
Input · Council · Output

A concept demo replaying a scripted scenario, not a live AI model run. All figures are fictional examples, not customer data or measured results.

What you receive

Diagnostic findings, organised with supporting evidence

Connect only

Connect ERP, MES, cost sheets and quote records in read-only mode.

Unknown facts

See facts nobody inside the company had marked as a problem, presented as finding cards.

Loss assessment

For each finding, see how far it reaches and an estimate of the loss.

Next-step proposal

The report records what to check next and who should discuss it.

Who does what

What the AI, the consultant and you each do

The AI narrows the candidates, the consultant checks them against the floor and the data, and you decide whether to act.

DARVIO AIConsultantYou
ConnectDARVIO AIReads the data only and lines it up on one basisConsultantLearns how the work runs and finds missing dataYouProvides access and recent cost and quote records
DiagnoseDARVIO AIProposes likely causes across process, quality, purchasing and finance, then rules out those the evidence contradictsConsultantChecks each candidate against source data and what the floor saysYouOne or two interviews (about 4–5 hours in total for Standard)
VerifyDARVIO AIHands any contested hypothesis to a consultantConsultantPuts only the causes that hold up into the reportYouReceives the readout and raises questions
NextDARVIO AITakes no automatic action in your systemsConsultantProposes an improvement path and a PoC scopeYouDecides whether to go on

Before you start

Start by separating what you prepare from what we do not do

What you prepare

  • Read-only access to ERP, MES and sheets
  • One or two interviews with the owner
  • Recent cost and quote records

What it does not do

  • Changing systems
  • Executing improvements
  • Automatic action
  • Prediction

Existing systems connect in read-only mode. For on-premise environments, we set the scope after consultation.

For IT

What your IT lead will want to see first

Your existing systems stay as they are. The baseline below applies across the DFINITE platform.

Security baseline

Connection
Read-only, with no change to existing systems
Transit · storage
TLS 1.3 in transit · AES-256 at rest
Access
Role-based access (RBAC) · audit log
Deployment
On-premise and air-gapped available; scope agreed in consultation
Review
Passed a government security review · designed against ISO 27001 controls

Settled with your IT lead in the 30-minute call

  • Where data is processed (inside your servers or in the DFINITE environment)
  • Whether external AI models are used, and what is masked before sending
  • How long data is kept, and when it is deleted
  • How access accounts are issued and revoked

Cases

Three companies that started with consulting and went on to a PoC

  • Large advanced-materials manufacturerSeveral plants · continuous process

    Identified five scenarios across 882 process sensors, then tested automated analysis of process-fault causes in a PoC

    Moved on to full implementation

  • Division of a large manufacturerA 50-person division

    Weekly operations-report scenario drawn up

    Entered a five-week PoC

  • Food manufacturerData spread across several systems

    Two scenarios drawn up: margin-variance drill-down and slow-moving stock monitoring

    PoC completed

Client names are not disclosed. Based on cases already published on this site and in an earlier public brochure. More cases →

After consulting

After the report, you decide whether to stop or run a PoC

Everything from the PoC on is a separate contract. Prices exclude VAT.

  1. Where you start

    Diagnostic consulting

    1–3 weeks

    You can stop at the report

  2. Optional · separate contract

    PoC (trial build)

    3–5 weeks · from KRW 15M

    The Light fee is credited in full, the Standard fee by half

  3. Optional · separate contract

    Full implementation

    About 3 months

    If you go on to full implementation, the PoC fee is credited against it

  4. Ongoing

    Operation

    Annual by default

    The licence is contracted separately from the build

Verified facts

We publish only facts already verified

25+
Clients in paid builds, R&D, PoCs (Sep 2026)
7
Industries
Passed
Government agency security review
Read-only
Existing ERP · MES integration

One AI diagnosis, with the level of human support you need

Light · remote review · 1–2 weeks · KRW 9.9MStandard · three days on site · 2–3 weeks · KRW 25M
See the diagnostic demo

Prices exclude VAT. A free 30-minute intro call helps decide where to start and when