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From the Factory
to Autonomous
Operations
AI-Native MES. Manufacturing Intelligence.
Agentic Execution.
A unified platform that connects your factory and enterprise systems, understands your manufacturing context, executes operations and turns intelligence into action — with AI agents.
Proven
Industrial Connectivity
Enterprise
Ready
Secure
& Governed
Deploy
Anywhere
HOW IT WORKS
From Machine Signal to Intelligent Action
STEP 01
Connect — Edge & Sensor Ingestion
Bi-directional industrial connectivity interfacing directly with PLCs, CNC machines, robotic cells, and SCADA systems via high-frequency OPC UA, MQTT Sparkplug B, and native industrial protocols.
Throughput: 50,000 tags/sec
Protocol: OPC UA / MQTT
Latency: < 5ms edge
deterministic
PLATFORM ARCHITECTURE
One Platform.
One Platform.
Edge to Enterprise AI.
A modular, scalable architecture that unifies people, systems and AI agents — built for industrial environments.
People & Experiences
AI Copilot & AI Agents
Manufacturing Intelligence
AI-Native MES
Workflow & Orchestration
Manufacturing Context & Data
Connectivity & Integration
Factory / OT Systems (PLC | CNC | Robots | SCADA)
Enterprise / IT Systems (ERP | PLM | EAM | QMS)
Multi-Tier Cognitive Execution Plane
Secure
Identity, access and data security
Governed
AI and operational governance
Observable
System, integration and agent monitoring
Deploy Anywhere
Cloud | Edge | On-Prem | Hybrid
THREE ENGINES
Execute. Understand. Act.
MES runs operations. Intelligence understands operations.
AI Agents turn intelligence into action.
AI-Native MES
Execute manufacturing operationsModern manufacturing operations foundation.
- ✓ Production
- ✓ Maintenance
- ✓ Quality
- ✓ Energy
- ✓ Workforce
byteFACTORY.ai
One Intelligent
Manufacturing
Platform
Manufacturing
Platform
Manufacturing Intelligence
Understand and optimize operationsContextual analytics, AI-ready data foundation.
- ✓ Unify data
- ✓ Analyze
- ✓ Predict
- ✓ Optimize
- ✓ Decision support
AI Agents
Orchestrate and automate actionsAutonomous multi-agent execution pipeline.
- ✓ Recommend
- ✓ Orchestrate
- ✓ Automate
- ✓ Cross-system workflows
- ✓ Human-in-the-loop
CLOSED-LOOP AI
From Insight to
From Insight to
Autonomous Action
A continuous loop for self-improving manufacturing operations.
byteFACTORY.ai
Autonomous Operations
SENSE
CONTEXTUALIZE
UNDERSTAND
PREDICT
DECIDE
ACT
LEARN
Monitor
Human sees what is happening
L1
Assist
AI recommends the next best action
L2
Approve
Human authorizes actions
L3
Autonomous
Acts within defined policies
L4
TECHNOLOGY FOUNDATION
Built for Industrial Environments
Reliable. Scalable. Open.
Deploy Anywhere
Zero-footprint containerized microservices ready for bare-metal edge IPCs, Kubernetes clusters, or multi-tenant hyperscalers.
Enterprise Ready
End-to-end cryptographic provenance, role-based granular access control (RBAC), and SOC2 Type II verified industrial audit logs.
Open & Extensible
Extensible plugin SDK, high-volume event streams, GraphQL schema generation, and open semantic standards eliminating vendor lock-in.
TECHNOLOGY ECOSYSTEM
‹
›
Build the Intelligence
Layer for Your Factory
Whether you start with MES execution, manufacturing intelligence or one autonomous workflow, byteFACTORY.ai provides a common architecture to connect, understand and progressively automate.
Connect Anything
Break data silos across OT machines, sensors and ERP databases.
Unify Your Data
Normalized ISA-95 ontology linking telemetry to work orders.
Automate With AI Agents
Multi-agent systems executing root-cause triage & QA dispatch.
Run With Confidence
Deterministic safety boundaries, guardrails & compliance.