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Infozense IoTStack

Predictive IoT Analytics.

An intelligence layer that plugs into your existing industrial systems — adding real-time sensor search, AI-powered analytics, and predictive optimization without replacing what you already have.

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<1s
Sensor query
1M+
Data points/sec
Real-time
Prediction
The Challenge

IoT Data Is High-Velocity, Noisy, and Multi-Source

Sensors generate millions of readings per second, but without the right platform, it's impossible to turn that flood of data into actionable predictions. You need real-time ingestion, intelligent filtering, and predictive models — all working together.

Data Overload

Millions of readings per second, no way to find what matters. Critical signals buried in noise.

Reactive Maintenance

Fixing after failure, not before. Unplanned downtime costs 10x more than predicted maintenance.

No Unified View

Sensors in one system, work orders in another, no connection. Decisions made without the full picture.

What's Inside

Your Sensors. Our Platform. Your Predictions.

IoTStack sits between your raw sensor data and the systems you already run. It adds an intelligence layer — real-time search, AI analytics, and predictive optimization — without disrupting your existing workflows.

Your Existing Systems

IoTStack enhances — not replaces — the systems you already run

Already in place
Manufacturing

Your SCADA, MES, and CMMS systems

Energy

Your grid management and DERMS platforms

Smart Buildings

Your BMS, HVAC controls, and BAS platforms

Logistics

Your TMS, fleet telematics, and WMS systems

Supply Chain

Your ERP, warehouse, and asset tracking systems

IoTStack Core — Intelligence Layer

The intelligence layer that makes your existing systems smarter

Provided by INFOZENSE
AI Layer · trained on your domain expertise
Anomaly detection | Failure prediction | Natural language device queries | Adaptive thresholds

Sensor Search

  • Real-time device queries
  • Threshold alerts
  • Asset lookup & registry
  • + AI: predictive failure alerts

Data Analytics

  • Time-series trends
  • Correlation analysis
  • Dashboards & reporting
  • + AI: pattern recognition & root cause

Predictive Optimization

  • Maintenance scheduling
  • Resource allocation
  • Spare parts planning
  • + AI: learns from outcomes to improve models
Data Layer — Your Data

The foundation — different for every customer

Your existing sources
Temperature Sensors Vibration Sensors Pressure Gauges PLCs/SCADA Smart Meters Edge Gateways ERP/CMMS Weather APIs
How We Work Together

Your Problem Is Unique. Your Solution Should Be Too.

Every customer has different sensors, different equipment, and different predictions to optimize. We don't sell a generic product — we work with you to build the right IoTStack for your operations.

1

Discover Your Sensors & Goals

We sit down with your team to understand what sensors you have, what predictions you need, and what constraints you operate under. No two operations are the same.

You share: Your existing SCADA, PLC, MES, CMMS, BMS systems — plus sensor types and data volume You define: Predictions needed — failure, quality, efficiency You explain: Constraints — downtime cost, maintenance windows, parts availability We deliver: Process mining of maintenance workflows + feasibility assessment + sensor gap analysis
2

Design Your Solution

We architect the IoTStack configuration for your specific needs — which data pipelines, which predictive models, which dashboards, and how everything connects to your existing systems.

Manufacturing: Vibration + temperature models for bearing failure prediction Energy: Load forecasting with weather correlation Buildings: Occupancy-based HVAC optimization Same platform, completely different models, data, and outcomes.
3

Deploy & Connect

We deploy IoTStack on your chosen infrastructure — INFOZENSE Managed or Customer Operated. We connect your sensor sources, configure the ingestion pipeline, and run initial performance benchmarks against your actual data volume.

INFOZENSE Managed

We host, operate, and optimize it for you.

Customer Operated

Your cloud or on-premise. You operate.

4

Tune, Train & Evolve

We validate predictions against your real-world outcomes, tune the predictive models, and train your team to operate the system. As your operations change — new equipment, new sensors, new goals — we update the models together.

Ongoing partnership, not a one-time handoff
  • Model retraining as your data and operations evolve
  • New prediction use cases added over time
  • Scaling guidance and performance reviews
  • Team training and knowledge transfer
Built For

Industries That Run on Sensor Data

Manufacturing

Predictive Maintenance

Predict equipment failure before it happens. IoTStack monitors vibration, temperature, and pressure patterns across your production lines — detecting anomalies early, scheduling maintenance optimally, and maximizing OEE.

Energy & Utilities

Grid & Consumption Analytics

Forecast energy loads with weather correlation, predict outages before they cascade, and optimize demand response. IoTStack ingests smart meter and grid sensor data to deliver real-time visibility and predictive control.

Smart Buildings

Building Performance Optimization

Optimize HVAC based on real-time occupancy, reduce energy consumption by 20-40%, and automate comfort controls. IoTStack correlates occupancy sensors, weather data, and energy meters to find the optimal balance.

Logistics

Cold Chain & Fleet Health

Monitor temperature compliance across cold chain shipments in real time, predict vehicle maintenance needs from engine diagnostics, and automate compliance alerting. IoTStack ensures nothing slips through the cracks.

Oil & Gas

Asset Integrity Management

Monitor pipeline pressure, predict corrosion rates, and ensure safety compliance across remote assets. IoTStack processes sensor data from distributed infrastructure to detect risks early and schedule interventions before incidents occur.

Agriculture

Precision Farming

Monitor soil moisture, weather conditions, and crop health in real time. IoTStack optimizes irrigation schedules, predicts yield based on environmental patterns, and reduces water and fertilizer waste through data-driven decisions.

Run It Your Way

We Engineer the Intelligence. You Choose Where It Runs.

Every engagement starts with consulting — we understand your problem and design the right solution. Then you choose how to run it.

INFOZENSE Managed

We host, operate, and optimize it for you

  • Consulting + solution design included
  • Monthly subscription — predictable costs
  • Auto-scaling, updates, and monitoring
  • API-first integration with your systems
  • Go live in days, not months

Best for: teams that want results without managing infrastructure.

Customer Operated

We engineer it, deploy on your infrastructure, you operate

  • Consulting + architecture + hands-on deployment
  • Your cloud (AWS, GCP, Azure, IBM Cloud, INET) or on-premise hardware
  • Full control over data, security, and scaling
  • We train your team to operate and scale
  • Ongoing support and optimization retainer available

Best for: regulated industries, data sovereignty, or teams with existing infrastructure.

Not sure which is right? That's what the consulting phase is for. We'll recommend the best fit.

Book a Consultation
What's Included

Everything You Need to Go Live

IoTStack integrates with what you already run — adding intelligence, not complexity.

Pre-Configured Stack

  • Streaming ingestion pipeline for high-velocity sensor data
  • Time-series database optimized for IoT workloads
  • Sensor registry and asset management
  • Monitoring dashboards and alerting

IoT AI Models

  • Industry-specific predictive models: failure, quality, efficiency
  • Adaptive threshold tuning and anomaly detection
  • REST API for real-time predictions from your applications
  • Enterprise-grade ML engine included

Deployment & Onboarding

  • Integration with your existing SCADA, MES, CMMS, BMS, and ERP systems
  • Deployed alongside your infrastructure — INFOZENSE Managed or Customer Operated
  • Sensor and data pipeline configuration without disrupting operations
  • Team training and technical documentation

Ongoing Support

  • Model retraining as your data and operations evolve
  • New prediction use cases developed for additional equipment
  • Scaling guidance and performance reviews
  • Priority technical support
How We Deliver

The INFOZENSE Method

The same proven methodology that powers all our engagements — consulting first, then technology that delivers.

1

Assess

Evaluate your readiness and identify the highest-value use case

Strategic Consulting →
2

Build

Configure the stack, connect your data, build custom models for your use case

Solution Development →
3

Measure

Track performance, measure ROI, prove business impact

Performance Analytics →
4

Scale

Expand to new use cases, optimize models, grow continuously

Operational Excellence →
Get Started

Let's Talk About Your IoT Challenge

Tell us your industry, sensor types, and what predictions you need. We'll assess the fit and show you how IoTStack can help.

Book a Consultation