The AI harness for enterprise operations
Metron runs AI agents and applications inside the client's environment, on the client's data and under the client's rules.
Applications on Metron
Illustrative applications. Each client's applications are built around its own operations and data.
ABCIllustrative application and data.
- 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.
ABCIllustrative application and data.
- 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.
ABCIllustrative application and data.
- 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.
Agent capabilities
The work Metron agents perform across the client's systems, channels and documents.
Metron across the enterprise
One harness runs agents for every department, each with an owner, a schedule and the client's rules.
| Agent | Channel | Schedule | Status |
|---|---|---|---|
| Receivables follow-upFinance | WhatsApp · Email | Daily 07:00 | Running |
| Visit notesSales | WhatsApp voice | On message | Running |
| Purchase order entryProcurement | ERP screens | On request | Awaiting approval |
| Line 3 scrap watchOperations | Sensors · MES | Hourly | Running |
| Management packFinance | Report | Monthly | Scheduled |
Read-only by default
Agents read enterprise systems without modifying them.
Approval before change
Actions with external effect wait for a named approver.
Complete audit trail
Every output cited, every action recorded.
Intervention at any point
Any run can be halted by an authorised user.
Deployment model
Kamino engineers install and configure the harness, then develop with the client's teams until operation passes to client staff.
- 1InstallationThe harness is installed within the client environment.
- 2IntegrationExisting enterprise systems are connected, read-only by default.
- 3DevelopmentApplications and automations are developed with the client's teams.
- 4OperationClient staff operate the system. Kamino maintains and extends it.
Activity log
Each action Metron takes is recorded with its inputs, its result and its policy outcome.
Each client receives applications built on Tabula and Metron, designed around its own operations.
Sovereignty→