HumaneloomSILO / 01
Signal layer
Machines generate signals
PLC telemetry, SCADA systems, temperature sensors, vibration feeds, and IoT devices emit continuous high-velocity signals.
FactoryOS / AI Operating Layer for Modern Manufacturing
Your factory already has the data.
FactoryOS turns it into action.
FactoryOS connects to the systems, machines, and people that keep your plant running — then brings everything together to help your team see what matters, understand why it is happening, and act faster.
From signals to decisions. From decisions to action.
FactoryOS Synchronized Runtime
Live Telemetry ActivePlant Control Retained
01Connected
Signals
PLC · SCADA · IoT
02Connected
Context
MES · CMMS · Quality
03AI Active
Investigate
AI Root-cause engine
04Connected
Action
Work orders · Dispatch
05AI Active
Verify
Closed-loop recovery
01 / Operational Fragility
Your plant should not wait for problems to become downtime.
Modern plants don't lack data — they suffer from disconnected silos. While signals, production numbers, and maintenance histories sit apart, critical equipment failures compound in silence.
SILO / 02
Output layer
Production systems generate data
MES pipelines, batch quality metrics, shift cycle times, and scrap rates track the heartbeat of output in isolated databases.
SILO / 03
Context layer
Maintenance teams have history
CMMS logs, past machine failures, recurring incident tickets, and tribal technician knowledge live in separate archives.
SILO / 04
Asset layer
Inventory sits somewhere else
ERP systems, spare parts catalogs, procurement schedules, and replacement lead times are disconnected from the shop floor.
Continuous Operational Awareness
FactoryOS connects these pieces and continuously looks for what needs attention.
When something changes, FactoryOS helps your team understand it and decide what to do next — before minor thermal drifts or vibration spikes degrade into catastrophic line stoppages.
✓ Cross-silo correlation✓ Machine context synthesis✓ Zero delayed handoffs
Connect your plant telemetry 02 / What FactoryOS Does
Four connected steps.
One accountable operating layer.
FactoryOS bridges the gap between passive plant monitoring and real-world shop-floor execution, keeping human operators informed and empowered at every milestone.
PILLAR / 01
See
Know what is happening across your plant.
Key Capabilities
- Machine health & telemetry anomalies
- Production performance & cycle times
- Real-time quality & defect rates
- Active maintenance & work-in-progress
- Avoidable downtime tracking
All in one operational view.
PILLAR / 02
Understand
When something looks wrong, FactoryOS investigates.
Key Capabilities
- Machine data & high-frequency sensor feeds
- Historical incidents & failure recurrence patterns
- Maintenance logs & component lifecycle data
- Production schedules & batch dependencies
- Institutional knowledge & technical SOPs
Root-cause intelligence with live context.
PILLAR / 03
Act
FactoryOS turns insight into the next step.
Key Capabilities
- Check required replacement part in inventory
- Find the right certified on-shift technician
- Accurately estimate repair downtime window
- Create or recommend prioritized work orders
- Notify relevant operators & supervisors
Your team stays in control.
PILLAR / 04
Learn
After the action, FactoryOS follows what happens next.
Key Capabilities
- Did the machine recover to normal tolerances?
- Did line production return to scheduled throughput?
- Did the failure symptom repeat within 30 days?
- Was the resolution method documented in memory?
- Are future preventive intervals recalibrated?
The operational loop stays connected.
03 / Zero-Disruption Integration
Works with what you already have.
FactoryOS does not ask you to replace your existing systems.
Connect the systems, protocols, and databases your teams already trust. FactoryOS sits on top as an intelligent operating layer, transforming passive records into unified plant action.
Telemetry Layer
Machines & Sensors
Real-time edge & line signals
PLCSCADAIndustrial IoTOPC-UAMQTTModbusCAN bus
Bi-directional sync supported
Execution Layer
Production Systems
Throughput & quality control
MESProduction DispatchQuality SystemsOEE TrackersBatch Control
Bi-directional sync supported
Asset Layer
Maintenance Platforms
Asset & repair governance
CMMSEnterprise EAMDigital Work OrdersMaintenance HistoryFailure Logs
Bi-directional sync supported
Enterprise Layer
Business Systems
Supply chain & parts
SAP / ERPOracleInventory WarehousesProcurement SystemsBOM Catalogs
Bi-directional sync supported
Ground-Truth Layer
Your Knowledge Corpus
Tribal & engineering truth
Standard Operating Procedures (SOPs)Equipment ManualsInspection ReportsCAD & Technical Schematics
Bi-directional sync supported
Your existing systems stay in place. FactoryOS connects the dots.
No rip-and-replace required. Deploy without halting line shifts or changing operator habits.
04 / AI Operating Engine
AI that works with your operation.
FactoryOS combines AI with your real operational data.
Rather than generic chatbots or black-box predictions, FactoryOS provides an auditable, evidence-grounded pipeline built specifically for physical plants and high-stakes machinery.
STAGE / 01
Detect
Spot emerging risk
Spot unusual machine behavior, thermal drifts, frequency changes, and emerging operational risks in real time.
Operational Trace
Motor 4B: High harmonic vibration +0.8 mm/s above baseline
STAGE / 02
Investigate
Connect context
Connect real-time signals with failure history, CMMS maintenance logs, production line dependencies, and technical documentation.
Operational Trace
Matched: Bearing fatigue pattern documented in SOP-8812 & Work Order #4102
STAGE / 03
Recommend
Evidence-backed steps
Suggest practical, actionable next steps with clear evidence, estimated downtime windows, and parts availability checks.
Operational Trace
Recommendation: Inspect drive-end bearing; Part #SKF-6205 in Stock (Shelf B-14)
STAGE / 04
Execute
Trigger through systems
Trigger approved work orders, dispatch certified technicians, and notify operations through existing CMMS and ERP systems.
Operational Trace
Work Order #5981 generated in SAP CMMS → Dispatched to Tech M. Rao
STAGE / 05
Verify
Confirm resolution
Continuously check post-action telemetry to verify whether the repair actually solved the underlying machine anomaly.
Operational Trace
Post-repair check: Harmonic vibration returned to nominal 0.12 mm/s (Passed)
06 / Built for Plant Roles
Built for the people running the plant.
Every role has different questions, pressures, and timelines. FactoryOS aligns their actions with a shared, single source of operational truth.
For Plant Managers
Role / 01See the issues that actually need attention — without digging through multiple systems.
- Consolidated plant health cockpit across all active lines
- Filtered signal priority separating urgent risks from noise
- Daily operational briefing before shift handover
Outcome: Zero multi-system friction
For Maintenance Teams
Role / 02Get the context behind an issue before going to the machine.
- Complete failure history & past resolution records
- Pre-checked parts availability in ERP inventory
- Verified technician SOP guidelines on mobile handheld
Outcome: Contextual shop-floor repair
For Operations Teams
Role / 03Understand how equipment problems affect production.
- Live impact analysis connecting machine drift to line throughput
- Adaptive batch scheduling and buffer reallocation
- Minimization of unplanned changeover delays
Outcome: Protect throughput commitments
For Engineers
Role / 04Investigate faster with data, history, documents, and AI in one place.
- High-resolution telemetry graphs and correlation maps
- Instant query over CAD drawings, OEM manuals, and SOPs
- Cross-plant recurrence identification
Outcome: Rapid root-cause triage
For Leadership
Role / 05Turn operational data into faster decisions, less disruption, and better visibility.
- Measurable reduction in avoidable capital downtime
- Audit-ready equipment governance and safety traceability
- Higher Return on Assets (ROA) across multiple facilities
Outcome: Strategic operational control
07 / Operational Outcomes
The result: Measured plant performance.
Turn scattered industrial signals and fragmented spreadsheets into accountable plant momentum with measurable ROI.
01
Less reactive work
Move maintenance and engineering teams from fire-fighting emergencies to proactive, planned condition-based interventions.
02
Faster decisions
Consolidate telemetry, past work orders, and parts inventory into immediate, evidence-grounded operational choices.
03
Less avoidable downtime
Catch thermal drift, bearing fatigue, and process anomalies hours before they cascade into full production line halts.
04
Better use of maintenance teams
Dispatch certified technicians with exact context, spare part numbers, and documented SOP instructions before they walk the floor.
05
More visibility across the plant
Give plant managers and executive leadership unified real-time telemetry across machines, lines, and disparate facilities.
FactoryOSNow Onboarding Plants
The AI operating layer for modern manufacturing.
Connect your systems. Understand your operation. Act with confidence.
Talk with our industrial AI specialists about integrating FactoryOS with your PLCs, SCADA networks, CMMS, and MES platforms.
On-Prem, VPC, or Edge DeployableZero Model Training on Shop-Floor DataHuman Approval Before Machine Actions