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Metron

The AI harness for enterprise operations

Metron is the harness Kamino deploys within each client's environment. It integrates with existing enterprise systems and operates the applications Kamino develops with the client, under the client's governance.

ERPFinanceCRMMessagingDocumentsEmailAgentsModel routingRulesAudit logApprovalApplicationsApplicationsData assetsAutomations

Integration and operation

A request in messaging becomes a purchase requisition in the ERP, prepared by Metron and approved by a named person

Integration with enterprise systems

Agents read from ERP, CRM, finance, document and messaging systems through a gateway under client control. Systems of record remain in place.

  • Retrieval of orders, ledgers and inventory
  • Answers supported by cited records
  • Proposed changes submitted for approval
Distribution network application: shipment routes across Java with an at-risk shipment

Operation of purpose-built systems

Applications, automations and new data assets developed by Kamino with the client's teams operate on the same harness, under the same governance.

  • Review and decision applications
  • Scheduled reporting and controls
  • Data assets absent from existing systems

Deployment model

Kamino engineers install and configure the harness, then develop with the client's teams until operation passes to client staff.

  1. 1InstallationThe harness is installed within the client environment.
  2. 2IntegrationExisting enterprise systems are connected, read-only by default.
  3. 3DevelopmentApplications and automations are developed with the client's teams.
  4. 4OperationClient staff operate the system. Kamino maintains and extends it.

Approach

Reference applications

Three illustrative applications, shown with a fictional manufacturer. Each client's applications are designed around its own operations and data.

Maintenance co-pilot: a live 3D model of a 5-axis mill with the failing spindle bearing highlighted, alerts on the left and Metron's diagnosis on the rightABC

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

  • AFault localisationA live model of the equipment, with the component under suspicion highlighted and its sensor readings attached.
  • BCited evidenceThe vibration trend, two prior work orders, the service manual and a quality incident.
  • CWork order for approvalMaintenance window, parts, cost and the cost of deferral, for decision by the maintenance lead.
Distribution network: a map of Java with live shipment routes, a stalled shipment and Metron's reroute proposalABC

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

  • AShipment at riskHeld at the Tegal depot, four days late, with Rp 2.36 miliar at risk.
  • BCosted alternativesRerouting through Surabaya or expediting, each with arrival, freight and penalty.
  • CAccountable decisionThe logistics lead approves, rejects or defers, with each source available for review.
Plant operations: a 3D model of the factory floor with lines tinted by status, a press in alert and Metron's proposed fixABC

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

  • ARoot-cause equipmentPRS-07 on Line 3, located on a live model of the production floor.
  • BQuantified remediationExpected scrap reduction, monthly saving, cost and window, supported by four cited sources.
  • CHourly output against planAll lines on a single timeline, making the shortfall on Line 3 immediately visible.

Governance

Read-only access by default

Agents read from enterprise systems without modifying them.

Approval before change

Any action with external effect requires a named approver.

Complete audit trail

Every output cites its sources, and every action is recorded.

Intervention at any point

An authorised user may halt any run at any time.

Activity log

Each action Metron takes is recorded with its inputs, its result and its policy outcome.

Metron activity: every tool call with its inputs, result and status

Each client receives applications built on Tabula and Metron, designed around its own operations.