The AI-Native Operating System
Logistics, Mining, andManufacturing
Connect your data. Build your ontology. Deploy AI agents that run your workflows end to end.
What We Are
Mirage Metrics is a platform that connects every system you run, models the nouns and verbs of your operations, and runs AI agents on top of that model.
Data Unity
ERPs, TMSs, telematics, weighbridges, SCADA, spreadsheets.
Ontology
Trucks, shipments, invoices, mines, lots, loads, work orders.
AI Agents
Copilots and automations that act on live data.
The Platform
A layered system that turns fragmented data into working intelligence. Enterprise-grade with the speed and flexibility to deploy AI agents fast.
Data Layer
Enterprise-grade connectors for ERP, TMS, telematics, IoT, finance systems. Real-time streaming pipelines with deduplication, quality checks, and schema validation. BigQuery backbone or deploy in your data warehouse.
Ontology Layer
The unified business language of your operations. Define entities and relationships: Mine, Truck, Shipment, Invoice, Fuel Event, Work Order. Versioned schemas that create context for AI agents and enable cross-system intelligence.
AI Agents
Production-ready agents for logistics, mining, and manufacturing. Natural language actions with enterprise guardrails: RBAC permissions, human-in-the-loop approvals, full audit trails. Deploy fast with pre-built tools or build custom agents.
Applications
Control rooms, predictive analytics, live dashboards built with AI from your ontology. Export insights to your existing tools or run applications inside the Mirage platform. Enterprise-grade with SSO and RBAC.
What is an Ontology?
Think of an ontology as the "business dictionary" of your operations. It defines what things are and how they relate to each other.
Entities
Truck, Shipment, Invoice, Mine, Equipment, Fuel Event
Relationships
Truck carries Shipment, Invoice belongs to Shipment, Equipment operates at Mine
Context for AI
AI agents understand your business logic and can make intelligent decisions
Example: Logistics Ontology
With this context, AI agents can automatically match fuel costs to specific shipments, predict maintenance needs, and optimize routes.
Connect to the Systems You Already Use
200+ enterprise-grade connectors across ERP, TMS, telematics, and industrial systems.
- SAPSupported. Configure in minutes.
- Oracle NetSuiteSupported. Configure in minutes.
- Microsoft Dynamics 365Supported. Configure in minutes.
- OdooSupported. Configure in minutes.
- McLeod SoftwareSupported. Configure in minutes.
- MercuryGateSupported. Configure in minutes.
- TMWSupported. Configure in minutes.
- Oracle TMSSupported. Configure in minutes.
- GeotabSupported. Configure in minutes.
- SamsaraSupported. Configure in minutes.
- WialonSupported. Configure in minutes.
- Fleet CompleteSupported. Configure in minutes.
- AVEVASupported. Configure in minutes.
- WonderwareSupported. Configure in minutes.
- IgnitionSupported. Configure in minutes.
- OSIsoft PISupported. Configure in minutes.
200+ connectors. Enterprise-grade security. Deployed worldwide.
Deploy AI Agents in Days, Not Months
Our platform enables rapid AI agent development and deployment with pre-built tools, enterprise guardrails, and production-ready infrastructure.
Connect Your Data
Use our 200+ connectors or custom APIs to unify your systems
Define Your Ontology
Map your business entities and relationships with our visual tools
Deploy AI Agents
Choose from pre-built agents or build custom ones with our SDK
Monitor & Scale
Full observability with audit trails and performance metrics
Enterprise-Grade Features
Security & Compliance
SOC2, GDPR, HIPAA ready
RBAC & SSO
Role-based access control
Full Audit Trail
Every action logged
Deploy Anywhere
Cloud, on-prem, hybrid
Enterprise-Grade Security & Compliance
Built for the most demanding IT and data security requirements. Deploy with confidence in regulated industries.
SOC2 Type II
Independently audited security controls and processes
Zero Trust Architecture
End-to-end encryption with identity-based access controls
Data Security
Enterprise-grade data protection with encryption and compliance
Comprehensive Security Features
Data Protection
- AES-256 encryption
- Data masking & tokenization
- PII detection & protection
Access Control
- Multi-factor authentication
- SAML/OIDC SSO
- Granular RBAC
Monitoring
- Real-time threat detection
- Behavioral analytics
- Incident response automation
Compliance
- GDPR & CCPA ready
- HIPAA compliance
- Industry certifications
What You Get
Operational clarity
one source of truth across teams
Faster execution
agents handle the repetitive work
Lower costs
fuel, downtime, fines, admin time
Fewer risks
alerts, compliance, audit trail
Open by design
APIs, exports, your stack or ours
Built for change
new systems and rules slot into the ontology
Built for Complex Operations
Logistics
Fleet ops, fuel, lane sourcing, document automation, compliance.
Manufacturing
Real-time traceability, production oversight, predictive maintenance.
Mining
AI control rooms, fleet optimization, exploration intelligence, energy management.
Solutions Powered by AI Agents
Success Stories
Transwin Logistics
40% less manual reporting, 15% fuel savings, unified TMS and finance data
"AI agents changed how we run our fleet and fuel operations."
— Y. Bennis, Co-Founder