Industries

One platform, any operational environment

Nexus IQ is built on a domain-agnostic core that adapts to any industrial environment. Industry-specific accelerators provide rapid time-to-value while the platform's flexibility handles unique requirements.

Manufacturing

Discrete & Process Manufacturing

Industry Challenges

  • Equipment downtime disrupts production schedules
  • Quality issues detected too late in the process
  • Energy costs difficult to optimize across operations
  • Limited visibility into overall equipment effectiveness

Platform Capabilities

  • Real-time OEE tracking and optimization
  • Predictive maintenance for production equipment
  • Quality correlation and early defect detection
  • Energy monitoring and optimization
  • Production scheduling optimization

Example Assets

CNC machinesAssembly linesRobotic cellsConveyorsPackaging equipment

Key Performance Indicators

OEECycle timeFirst pass yieldEnergy per unitUnplanned downtime

AI Agent Use Cases

  • Production bottleneck analysis
  • Quality root cause investigation
  • Maintenance planning optimization
  • Energy efficiency recommendations

Energy & Utilities

Power Generation, Transmission & Distribution

Industry Challenges

  • Asset failures can cause widespread outages
  • Grid balancing increasingly complex with renewables
  • Regulatory compliance requires extensive documentation
  • Aging infrastructure with limited visibility

Platform Capabilities

  • Asset health monitoring for generation equipment
  • Grid stability analytics and forecasting
  • Renewable integration and optimization
  • Compliance documentation and reporting
  • Outage prediction and prevention

Example Assets

TurbinesTransformersSubstationsSolar arraysWind turbinesBatteries

Key Performance Indicators

AvailabilityHeat rateCapacity factorSAIDI/SAIFIRenewable penetration

AI Agent Use Cases

  • Outage impact analysis
  • Load forecasting
  • Maintenance scheduling optimization
  • Compliance evidence generation

Buildings & Facilities

Commercial, Industrial & Data Centers

Industry Challenges

  • Energy costs represent major operational expense
  • Occupant comfort vs. efficiency trade-offs
  • Multiple building systems operate in silos
  • Sustainability targets difficult to achieve

Platform Capabilities

  • Integrated building systems management
  • Energy optimization across HVAC, lighting, etc.
  • Predictive maintenance for building equipment
  • Occupancy-based automation
  • Sustainability tracking and reporting

Example Assets

HVAC systemsChillersBoilersLighting systemsElevatorsBMS controllers

Key Performance Indicators

Energy use intensityPUEComfort indexEquipment uptimeCarbon footprint

AI Agent Use Cases

  • Energy optimization recommendations
  • Comfort vs. efficiency balancing
  • Maintenance prioritization
  • Sustainability reporting

Cold Chain & Logistics

Temperature-Controlled Supply Chain

Industry Challenges

  • Temperature excursions can spoil valuable cargo
  • Compliance documentation is manual and error-prone
  • Limited visibility across the supply chain
  • Energy efficiency of refrigeration units

Platform Capabilities

  • End-to-end temperature monitoring
  • Automated compliance documentation
  • Predictive alerts for excursion risk
  • Fleet and asset tracking
  • Refrigeration unit optimization

Example Assets

Refrigerated trailersCold storageGPS trackersTemperature sensorsLoading docks

Key Performance Indicators

Temperature complianceExcursion rateEnergy efficiencyOn-time deliveryCargo quality

AI Agent Use Cases

  • Excursion risk prediction
  • Route optimization
  • Compliance report generation
  • Equipment efficiency analysis

Water & Wastewater

Treatment, Distribution & Collection

Industry Challenges

  • Aging infrastructure with high failure risk
  • Regulatory compliance is complex and costly
  • Energy is a major operational cost
  • Non-revenue water loss is significant

Platform Capabilities

  • Asset health monitoring for pumps and treatment equipment
  • Water quality monitoring and prediction
  • Leak detection and non-revenue water reduction
  • Energy optimization for pumping operations
  • Regulatory compliance automation

Example Assets

PumpsTreatment equipmentFlow metersQuality sensorsSCADA systemsValves

Key Performance Indicators

Non-revenue waterTreatment efficiencyEnergy per MLCompliance rateAsset availability

AI Agent Use Cases

  • Leak detection analysis
  • Water quality prediction
  • Energy optimization
  • Compliance evidence compilation

Pharma & Life Sciences

Manufacturing & Research Facilities

Industry Challenges

  • GxP compliance requires extensive validation
  • Batch records and documentation are labor-intensive
  • Environmental monitoring is critical but complex
  • Equipment qualification and requalification

Platform Capabilities

  • Environmental monitoring with GxP compliance
  • Electronic batch record integration
  • Equipment qualification tracking
  • Deviation management and investigation
  • Audit trail and 21 CFR Part 11 compliance

Example Assets

BioreactorsClean roomsAutoclavesFreeze dryersHVAC systemsFilling lines

Key Performance Indicators

Batch success rateRight first timeEnvironmental excursionsDocumentation complianceOEE

AI Agent Use Cases

  • Deviation investigation support
  • Batch record review
  • Environmental excursion analysis
  • Audit preparation assistance

See how it works in your industry

Schedule a demo focused on your specific industry and use cases.