Industrial & IoT Intelligence
Operational dashboards, digital twins, and predictive maintenance for field and control-room teams.
Spire builds industrial intelligence platforms that fuse IoT telemetry with actionable workflows for reliability, safety, and energy efficiency.
What this solves
Telemetry scattered across SCADA, ERP, and manual field logs.
Limited predictive insights for maintenance planning.
Remote sites lacking offline-capable tooling.
Architecture flow
Experience Layer
Integration Layer
Data & Intelligence
Ops & Governance
How we ship
Delivery phases
How we ship
Delivery phasesWeeks 1-2 • Discovery
Asset taxonomy and data source assessment.
Define reliability KPIs and alert thresholds.
Prototype experience flows for operators and field crews.
Weeks 3-6 • Pilot Build
Operational dashboards with live telemetry ingestion.
Offline tablet workflows for inspections and maintenance.
Alerting and escalation playbooks for critical events.
Weeks 7-12 • Scale
Predictive maintenance models and digital twin views.
Integration with ticketing and asset systems.
Reliability playbooks and day-2 monitoring dashboards.
What changes
Expected outcomes
What changes
Expected outcomesReduced downtime with predictive maintenance models.
Unified telemetry across OT and field operations.
Offline-ready tooling for remote assets.
How it stays governed
Security controls
How it stays governed
Security controlsDevice authentication and secure telemetry ingestion.
Network segmentation between OT and IT environments.
Immutable audit logs for operational actions.
Regular vulnerability assessments and patch cycles.
Related case studies
Field proven outcomes
Repeatable results across audit, healthcare, supply chain, and industrial programs.
Business impact
45% faster audit closures
Digitized inspections, evidence capture, and automated CAPA workflows across multi-country programs.
Business impact
30% fewer missed visits
Caregiver routing, reminders, and real-time alerts built into privacy-first mobile stacks.