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Enterprise AI, deployed on the client's own data

Unified data models, an AI harness for enterprise operations, and bespoke applications built for each client.

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Tabula: enterprise systems and data beneath a unified business model, read by agents and applications Metron: enterprise systems and data, the Metron harness, and purpose-built systems Data sovereignty: the client environment, its secure gateway, and the Kamino layer above

A unified model of the enterprise

Customers, products, sites and personnel, consolidated from every source system and confirmed by the client's staff.

Tabula overview: items that need attention, a key figure over twelve months, and recent changes

Three requirements for enterprise AI

Data and control remain with the client

All requests pass through a gateway under client control.

Value is measured before deployment

Each engagement begins with a single priority problem and a quantified outcome.

Every output is traceable

Each figure resolves to a source record, and each action requires a named approver.

Tabula · Unified data model

Entities, relationships and provenance

Tabula
Tabula map of object types and the links between them
Metron · AI harness

Metron in operation

One harness for governed automation, for work inside the systems the client already uses, and for the applications built on it.

Governed automation

Agents execute scheduled and event-driven work across enterprise systems. Each step cites its sources, each change is held against client policy, and each run is recorded in full.

Metron · Run logGoverned
    Policy enforced · Sources cited · Fully recorded

    Existing enterprise systems

    Staff work with Metron in the channels and systems already in use. A request made in messaging becomes a governed transaction in the ERP, with its sources and its approver on record.

    MMetronHalden IndustriesMessaging
    Metron, stok bearing HB-7014-P4 di gudang Sidoarjo ada berapa?08:09
    Tersedia 6 set di gudang Sidoarjo, dan 2 set sudah dialokasikan untuk WO-24188.Sumber: WMS · 08:1008:10
    Tolong buatkan permintaan pembelian 4 set lagi.08:11
    Draf PR-31072 sudah dibuat di ERP: 4 set HB-7014-P4, Rp 18,4 juta. Menunggu persetujuan Hendra Wijaya.08:11
    PR-31072 disetujui oleh Hendra Wijaya · 08:14
    ERPProcurement · Purchase requisitions
    PR-31072Awaiting request
    Item
    Bearing set HB-7014-P4
    Quantity
    4 sets
    Amount
    Rp 18,4 juta
    Supplier
    Wangsa Elektrik Mandala
    Site
    Sidoarjo plant
    Requested by
    Yohanes Siregar, via messaging
    Prepared by
    Metron
    Evidence
    WMS stock 08:10 · WO-24188 allocation
    Approver
    Hendra Wijaya, maintenance lead

    AI-integrated applications

    Purpose-built applications place Metron's analysis inside the work itself: the diagnosis, its evidence and the proposed action, presented to the person accountable for the decision.

    Reference applications
    Maintenance application built on Metron: a live 3D model of a failing machine with Metron's diagnosis and proposed work order

    Illustrative. Halden Industries, its personnel and its data are fictional.

    Approval-governed change

    Agents and staff submit proposals. Accountable personnel confirm them before use.

    Proposals awaiting review, from Metron and from staff

    Begin with a diagnostic workshop

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