The Ontology Swarm Humans Agents Automations Delegation Approvals Audit Decision-making Analytics & Insights · Scenario Simulations · Forecasting & projection 98.2% uptime 1 240 orders +4.1% yield 42% now Achievements System Data-driven automations · End-to-end AI Workflows · Event & state-change alerting 09:41 09:12 08:57 plan act tool Crafts Custom Applications · Usecase-specific designs · Versioning, promotion & rollback Consequence Layer Purpose-Based Access Control, Human in the Loop, principal-to-agent Consequence Layer Purpose-Based Access Control, Human in the Loop, principal-to-agent SDK SDK SDK SDK Ground truth Dispatch Inspect Outbound runs monitors repairs executes consumes stocks delivers ships produces feeds carries uses Plant Machine Sensor Work Order Technician Spare Part Warehouse Supplier Conveyor Batch Consumables Shipment Automation Automation Automation Objects Actions Links Open Work Order → Open Work Order Machine Priority High Kind Repair Inspection Create Open Work Order Work order openedQueued for approval · audit entry written Assign Technician → Assign Technician Work Order Team Rotating Equipment Shift Day Night Assign Choose team Rotating Equipment Hydraulics & Pneumatics Electrical & Instrumentation Controls & PLC Predictive Diagnostics Lubrication & Fluids Weld & Fabrication Assign Technician Technician assignedNotified on shift handover · audit entry written Order Spare Part → Order Spare Part Spare Part Quantity Delivery Standard Express Order Order Spare Part Purchase order sentSupplier confirmed · audit entry written Schedule Downtime → Schedule Downtime Machine Window Choose time Duration 2 h 4 h 8 h Approve Choose time August 2026 M T W T F S S 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 Time Set Schedule Downtime Downtime scheduledWork order created · audit entry written Plant Site Lyon Nord Lines 4 OEE 78 % Shift 2 of 3 Machine Status Running Vibration 4.2 mm/s Temperature 78 °C MTBF 1 240 h Failure risk 0.87 Sensor Type Triaxial Sampling 20 kHz Last reading 12 s ago Health Nominal Work Order Status Draft Priority High Assignee Unassigned Due 16 Aug Est. cost € 2 400 Technician Team Rotating Equip. Certification Level 3 Availability Day shift Open tasks 2 Spare Part Ref BRG-2214 On hand 3 Lead time 5 d Unit cost € 310 Warehouse Site Lyon Sud Capacity 12 400 u Utilisation 71 % Pick time 18 min Supplier Tier 1 On-time rate 94 % Lead time 5 d Contract Framework Conveyor Status Running Throughput 820 u/h Speed 1.4 m/s Load 62 % Batch Batch B-7719 Quantity 480 u Grade A Produced 06:12 Consumables Item Lubricant 68 Stock 14 drums Reorder point 6 Consumption 3 /week Shipment Ref SHP-3382 Contents Spare parts ETA 18 Aug Status In transit Security Layer markings, Roles-Based Access Control, Groups-Based Access Control, policies, clauses Security Layer markings, Roles-Based Access Control, Groups-Based Access Control, policies, clauses Logic sources Rules-based logic ML models Optimizers Regulations Best practices guides Expert interviews Communications Confluence Procedures MLflow Model registry Notion Best practices Gurobi Optimizers Slack Shift handovers More Data Sources Spreadsheets Unstructured text Network events Media Transactions Email threads External context Azure Data Lake AWS S3 & IoT Google Cloud BigQuery Snowflake Warehouse Kafka Streams More Systems of action ERP CRM Supply Chain Planning WMS Pricing & Revenue Management Procurement MES SAP ERP Salesforce CRM Odoo MRP HubSpot Marketing Stripe Billing More Monarch Space to build the ontology Legible Symbiotic Decision-making Achievements Business knowledge Ontology Traceability Value creation Artificial Intelligence Crafts Production Dynamic systems Critical domains