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AI-NATIVE MES | ENERGY & UTILITIES
Turn Energy Data
Into Manufacturing
Performance.
Monitor utilities in real time, connect consumption with production, identify energy losses and use AI-powered intelligence to continuously improve efficiency and cost.
Real-Time Monitoring
Plant to machine level
Production Context
Energy per unit / batch / order
Utility Intelligence
Electricity · Gas · Water · Air
AI Optimization
Detect waste & opportunities
THE CHALLENGE
From Utility Bills to Real-Time
Energy Intelligence.
Move beyond monthly consumption reports and isolated meters. Understand where energy is consumed, what production activity caused it and where improvement opportunities exist.
Today’s Challenges
- Energy visibility stops at the plant level
- Utility data is disconnected from production
- Energy waste goes unnoticed
- Peak demand is difficult to manage
- Utilities are monitored independently
- Manual sustainability reporting
With byteFACTORY.ai
- Granular energy monitoring
- Production-contextualized energy
- Energy loss detection
- Demand intelligence
- Unified utilities view
- Automated energy & carbon intelligence
SOLUTION & CAPABILITIES
See. Measure. Control. Optimize.
Energy Monitoring
Capture and visualize energy consumption.
- ✓ Real-Time Consumption
- ✓ Historical Trends
- ✓ Demand & Power
- ✓ Meter Monitoring
- ✓ Alerts
Learn more
Utilities Monitoring
Monitor critical utilities alongside production.
- ✓ Electricity
- ✓ Natural Gas
- ✓ Water
- ✓ Compressed Air
- ✓ Steam
- ✓ Chilled Water / Cooling
Learn more
Energy Performance
Manufacturing energy KPIs.
- ✓ Energy / Unit
- ✓ Energy / Batch
- ✓ Energy / Order
- ✓ Energy / Machine Hour
- ✓ Energy / Production Hour
- ✓ Cost / Unit
Learn more
Demand & Peak Management
Understand and manage demand.
- ✓ Peak Demand
- ✓ Demand Trends
- ✓ Load Profile
- ✓ Threshold Alerts
- ✓ Peak Contributors
- ✓ Demand Comparison
Learn more
Energy Loss & Exception Management
Find where energy is being wasted.
- ✓ Idle Consumption
- ✓ Abnormal Usage
- ✓ After-Hours Consumption
- ✓ Leakage Indicators
- ✓ Baseline Deviation
- ✓ Exception Alerts
Learn more
Sustainability & Carbon Intelligence
Turn energy data into sustainability insights.
- ✓ Energy Baselines
- ✓ Emissions Calculations
- ✓ Carbon Intensity
- ✓ Energy Reduction Tracking
- ✓ Sustainability KPIs
- ✓ Reporting
Learn more
AI IN ENERGY
AI That Understands How Your Factory Uses Energy.
Connect utility consumption with machines, products and production conditions to find abnormal usage, explain energy performance and identify optimization opportunities.
Detect
Find abnormal energy behavior.
Understand
Know what’s driving consumption.
Predict
See emerging energy risks.
Optimize
Find opportunities to reduce energy waste.
byteFACTORY.ai Copilot
AI
Why did Plant 1 energy consumption increase yesterday?
Total electricity consumption increased while production output remained relatively stable. The largest deviation occurred on Line 3 during the evening shift, with higher idle-state consumption contributing to the increase.
HOW IT WORKS
From Meter Reading to Energy Optimization.
01
Connect
Connect meters, machines and utility systems.
02
Measure
Capture real-time consumption.
03
Contextualize
Associate with plant, line, machine, product, order and shift.
04
Monitor
Track consumption, demand, energy/unit and trends.
05
Detect
Identify peaks, anomalies and idle consumption.
06
Understand
Use production context and AI to investigate.
07
Optimize
Implement energy-saving actions.
08
Verify
Measure results and continuously improve.
ENERGY + PRODUCTION INTELLIGENCE
Don’t Just Measure Energy. Understand What It Produced.
ENERGY
Electricity
Natural Gas
Water
Compressed Air
Steam
Cooling / Chilled Water
MANUFACTURING CONTEXT
Product
Production Order
Machine
Line
Shift
Batch
Output
ENERGY INTELLIGENCE
kWh / Unit
Cost / Unit
Energy / Batch
Energy / Order
Carbon / Unit
Efficiency Trend
Product
Which product consumes more energy?MWh / Unit
Machine
Which asset is least efficient?Shift
Which shift has the highest energy/unit?kWh / Unit
Order / Batch
How much energy did this production order consume?
Order
PO-45872
Output
12,000 units
Energy Used
45,600 kWh
Energy / Unit
3.8 kWh
BUSINESS BENEFITS
Reduce Energy Without Losing Production Performance.
Lower Energy Cost
Identify avoidable consumption and curtailment losses.
Better Energy Intensity
Understand and improve energy consumed per unit of production.
Reduced Peak Demand
Identify demand contributors and improve visibility into peak conditions.
Improved Utility Reliability
Detect abnormal utility behavior earlier and respond proactively.
Stronger Sustainability Performance
Connect energy reduction initiatives with measurable operational and emissions outcomes.
CUSTOMER SUCCESS
Energy Intelligence in Action.
Industrial Manufacturing Facility
Challenge
Energy consumption was available primarily through utility and meter information, with limited visibility into production-level usage.
Solution
byteFACTORY connected energy and production information to provide real-time visibility and contextualize energy performance.
Outcome
More granular visibility, early detection of abnormal consumption and prioritized opportunities for improvement.
Electricity
1.84 MW
Compressed Air
0.32 MW
Water
120 m³/hr
Gas
0.46 MW
READY TO OPTIMIZE ENERGY?
Make Every Unit of Energy Work Harder.
Connect utilities with production intelligence to understand consumption, reduce waste and continuously improve manufacturing energy performance.
Measure
Every utility
Contextualize
With production
Optimize
With AI
Reduce
Cost & carbon
Notification