Guidance on public programmes such as Manufacturing AI Innovation and the AI Voucher — eligibility confirmed in a conversation

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DARVIS · Knowledge Map · week 1

Your scattered data, gathered onto one page

ERP, MES, sensors, work orders — scattered data joined into
a map of your data on a single page.

How it works

What happens in the first week

  1. 01STEP

    Automatic scan

    Manufacturing data sources are found and collected automatically.

    DARVIS Knowledge MapFictional Manufacturing Co. · source scan · week 1, day 1
    Read-OnlyExample — fictional data
  2. 02STEP

    Relationship mapping

    Relationships between tables, sensors and work orders are connected automatically.

    DARVIS Knowledge MapFictional Manufacturing Co. · relationship mapping · 8 sources
    Read-OnlyExample — fictional data
  3. 03STEP

    Consistency check

    Gaps, duplicates and outliers are found and gathered on one page, leaving only what a person has to touch.

    DARVIS Knowledge MapFictional Manufacturing Co. · consistency report · end of week 1
    Read-OnlyExample — fictional data
  4. 04STEP

    Ontology confirmed

    Relationships that pass the check are fixed as entities, attributes and rules.
    What the later modules read is this model, not the source systems.

    DARVIS Ontology StudioFictional Manufacturing Co. · manufacturing domain · week 1 deliverable
    Read-OnlyExample — fictional data
    SelectConnectAdd entityAdd relation100%
    5 entities5 relations3 rules2 sourcesv1.2ValidatedApplied 3 days ago

    Click an entity and its attributes, relations and the rules that use it change with it — currently “Inventory”.

Deliverables

What you hold at the end of the first week

  1. Data map

    Column names, value distributions and join history propose the relationships between tables,
    and anything uncertain goes on a review list instead of being confirmed.

  2. Consistency report

    Gaps, duplicates and outliers gathered on one page. We don’t ask you to fix everything —
    only what a person has to touch is left.

  3. No break

    The map drawn in week 1 carries straight into
    AI Query in weeks 2–3.

What can be connected

If we can read the database,
most systems will connect

Connecting directly to the databasemeans it barely matters which vendor’s system you run.
SAP, an in-house ERP and an MES all connect the same way.
Equipment signals (PLC, historian) are sliced by each work order’s start and end time, and read alongside the ERP and MES records.

Common systemsExamples only — anything else is checked in the pre-assessment
SAPOracle
In-house ERPMESPLC / SCADA
IoT sensorsCSV / ExcelOther systems
How it connectsDirect database connectionRead-only account
Collection cadenceReal time or batchDepending on your policy

Frequently asked questions

These are the questions people ask before connecting

Choose a stage

Back to the DARVIS overview

Next step

Pick where to start

Month-end cost explained

  • Read-only connection to your systems
  • One plant · one product family · one close
  • Comparison · contribution · evidence
  • Starts in 4–6 weeks

AX kickoff guide

  • The three most common false starts
  • Four conditions for picking the first use case
  • A 90-day roadmap
  • A reporting frame for executives, plus a 10-point self-check

Technical review pack

  • Read-only integration and data flow
  • On-premise and air-gapped options
  • TLS 1.3 · AES-256 · SSO/RBAC
  • An engineer review call if you want one