Chapters

3 IoT Value: Qualification Tests

applications
iot

3.1 Start With the Decision

A manager proposes adding an app and a radio to an ordinary product and calling it IoT. The team needs a quick test that a student, engineer, and business owner can all use.

3.2 Route Overview

This is part 1 of 2. Continue with IoT Value: Delivery Frameworks.

3.3 Part Objectives

  • Test three ingredients test with a concrete scenario and pass criteria.
  • Validate why this framework matters with a concrete scenario and pass criteria.

3.4 Start With the Story

A manager proposes adding an app and a radio to an ordinary product and calling it IoT. The team needs a quick test that a student, engineer, and business owner can all use. They must show what is sensed, what travels, and what useful decision or action closes the loop.

3.5 Overview

This route applies the three-ingredients test, works through payback, and uses the five verbs to connect IoT capabilities to real outcomes without overclaiming.

This is part 2 of 2. Review What IoT Delivers: Closed-Loop Value when you need the first route.

3.6 Learning Objectives

By the end of this chapter, you will be able to:

  • apply the three-ingredients test to connected products
  • estimate payback from a stated IoT benefit and cost
  • use the five verbs framework to explain an IoT outcome

3.7 Chapter Roadmap

  • Start With the Story
  • Overview
  • Three Ingredients Test
  • Knowledge Check: IoT Fundamentals
  • Interactive: IoT ROI Calculator
  • Checkpoint: Payback Logic
  • The Five Verbs of IoT
  • Why This Framework Matters

3.8 Three Ingredients Test

Use this tool to determine whether a device qualifies as IoT by checking all three required ingredients.

Common Examples:

DeviceThingComputationConnectivityResult
Basic MicrowaveEmbedded Device
Smart ThermostatIoT Device
Fitness Tracker✓ (via phone)IoT Device
Traditional ThermometerPassive Object
Cloud DashboardSoftware Service
Real-World Impact

Why should you care about IoT? Because it’s already changing your life:

Impact AreaWithout IoTWith IoTReal Savings
Home EnergyManual thermostat adjustmentsLearns your schedule, auto-optimizes30% lower energy bills
Factory MaintenanceMachines break unexpectedlySensors predict failures25% less downtime
HealthcareCheck vitals at doctor visitsContinuous monitoring at homeEarly detection saves lives
AgricultureWater entire field equallySensors water only dry areas50% less water waste
TransportationFixed traffic light timingAdjusts to real-time traffic20% less congestion

Global IoT Impact (2025):

  • 18-21 billion IoT devices deployed globally (IoT Analytics/Statista 2025)
  • $1.5 trillion market creating millions of jobs
  • 25-50% efficiency improvements across industries

To test real-world impact, open the diagram in Figure 3.1. Dam Water Level Monitoring System supplies one named condition; Real-time Reservoir Management supplies the necessary comparison for dam level monitoring system.

A dam level monitoring system showing ultrasonic and pressure sensors measuring water levels, combined with weather data and inflow predictions. The IoT system transmits real-time data to water management agencies for flood control, power generation optimization, and downstream water release planning.
Figure 3.1: Dam level monitoring system

Within the diagram, Dam Water Level Monitoring System opens Figure 3.1; Real-time Reservoir Management provides the counterpoint, and MAX 95m closes the inspection. This reading constrains dam level monitoring system and supplies the visual evidence for real-world impact.

Water infrastructure monitoring exemplifies critical IoT applications where sensor data directly impacts public safety. Dam level systems provide real-time visibility that enables proactive flood management and optimized hydroelectric generation.

3.9 Knowledge Check: IoT Fundamentals

3.10 Interactive: IoT ROI Calculator

Calculate the payback period for your own IoT investment using this interactive calculator.

Try adjusting the sliders to see how different costs and efficiency improvements affect the payback period. Most consumer IoT devices (smart thermostats, smart lighting) pay for themselves in under 12 months, while industrial IoT investments may have 18-36 month payback periods but generate much larger absolute savings.

Knowledge Check: Practice Questions

Before continuing, try thinking through these scenarios:

Scenario 1: Your basic microwave has a digital timer and heating element. Is it an IoT device?

  • Think about: Does it have all three ingredients?
  • Answer: No! It has a Thing (microwave) and Computation (timer chip), but NO internet connectivity. It’s an embedded device, not IoT.

Scenario 2: Your fitness tracker measures steps and syncs to your phone via Bluetooth, then uploads to the cloud. Is it IoT?

  • Think about: Does it have all three ingredients?
  • Answer: Yes! Thing (wristband), Computation (step counting), Connectivity (Bluetooth to Phone to Internet). It’s a true IoT device.

Scenario 3: What’s ONE way IoT could improve your daily routine?

  • Example answers:
    • Smart coffee maker starts brewing when my alarm goes off
    • Smart lights gradually brighten to wake me naturally
    • Smart car pre-heats in winter before I leave for work
    • Smart fridge tells me what groceries I need to buy

AdaCheckpoint: Payback Logic
  • You now know that a $250 device with 30% savings on $3,900/year has a short payback because monthly savings drive the decision.
  • You can recompute the chapter’s result: $1,170 annual savings, $97.50 per month, and about 2.6 months to recover the device cost.
  • You can explain why industrial deployments may still be attractive with 18-36 month payback when the absolute savings and risk reduction are larger.

With the device test and payback logic in place, the chapter now widens from individual products to the human activities IoT supports.

3.11 The Five Verbs of IoT

Time: ~6 min | Level: Foundational | ID: P03.C01.U02

One powerful way to understand IoT’s transformative impact is through the lens of five fundamental human activities: SUSTAIN, MOVE, HEAL, FEED, and MAKE. This framework, popularized by IoT thought leaders, helps categorize the vast landscape of IoT applications into memorable categories that reflect how technology enhances essential aspects of human civilization.

Pause at Figure 3.2 before carrying the five verbs of iot forward. Its visual vocabulary joins The Five Verbs of IoT to A human-centered way to connect technology with practical, which frames the five verbs of iot: sustain, move, heal, feed, and make as human-centered application categories.

The five IoT verbs connect Sustain to energy and environment, Move to traffic and logistics, Heal to remote care, Make to quality and twins, and Feed to food chains.
Figure 3.2: The Five Verbs of IoT: SUSTAIN, MOVE, HEAL, FEED, and MAKE as human-centered application categories

At The Five Verbs of IoT in Figure 3.2, compare the diagram with A human-centered way to connect technology with practical; then locate Five. That labelled check bounds the five verbs of iot: sustain, move, heal, feed, and make as human-centered application categories. For the five verbs of iot, retain Five as evidence for the resulting choice.

3.12 Why This Framework Matters

Making IoT Memorable and Actionable:

The Five Verbs framework transforms IoT from an overwhelming landscape of thousands of applications into five memorable categories that students, designers, and business leaders can easily understand and apply. Instead of trying to memorize “smart cities,” “connected healthcare,” “precision agriculture,” and dozens of other domains, you can organize everything under five fundamental human activities.

For Students:

  • Categorization Tool: When you encounter a new IoT application, ask “Which verb does this serve?” This simple question helps you understand its purpose and value proposition immediately.
  • Design Framework: When designing your own IoT solution, start with “Which human need am I addressing?” This keeps your design grounded in real-world value rather than technology for technology’s sake.
  • Career Pathfinding: The five verbs map to distinct career paths - sustainability engineering (SUSTAIN), transportation tech (MOVE), health tech (HEAL), ag-tech (FEED), or industrial automation (MAKE).

For Practitioners:

  • Market Analysis: The verbs reveal where investment is flowing ($3.3T total market) and which sectors have the highest growth rates
  • Cross-Pollination: Solutions from one verb often inspire innovations in another (e.g., fleet tracking algorithms from MOVE applied to ambulance routing in HEAL)
  • Business Storytelling: Executives and investors understand “We help manufacturers MAKE better products” more quickly than “We provide predictive maintenance IoT solutions”

Real-World Validation:

This framework isn’t academic theory - it’s how industry leaders at companies like GE, Siemens, and Cisco organize their IoT strategy. When you understand the Five Verbs, you understand how the world’s largest IoT deployments create value.

3.12.1 Understanding the Five Verbs

VerbWhat It MeansIoT ApplicationsReal-World Impact
SUSTAINProtecting our planet and managing resources wiselySmart grids balance energy supply/demand, sensors monitor air/water quality, connected systems optimize waste collection30% reduction in energy consumption through smart buildings, early detection of environmental hazards
MOVETransporting people and goods efficientlyConnected cars communicate to prevent accidents, GPS trackers optimize delivery routes, smart traffic lights reduce congestion20% reduction in traffic congestion, 40% improvement in logistics efficiency
HEALImproving healthcare and extending healthy lifespansWearable devices monitor vital signs continuously, smart pills track medication adherence, connected medical devices alert doctors to problemsEarly detection of cardiac events saves lives, 50% reduction in hospital readmissions with remote monitoring
FEEDProducing food sustainably to nourish the worldSoil sensors guide precise irrigation and fertilization, livestock trackers monitor animal health, connected systems track food from farm to table40% improvement in crop yields, 50% reduction in water waste, reduced food spoilage in supply chain
MAKEManufacturing products efficiently and sustainablyFactory sensors predict equipment failures before they happen, quality cameras inspect 100% of products, connected supply chains track every component25% reduction in downtime, 30% improvement in quality, just-in-time manufacturing reduces waste

3.12.2 Deep Dive: Each Verb with Real Examples

3.12.2.1 SUSTAIN - Optimize Resources, Protect Environment

Core Mission: Use IoT to reduce waste, conserve energy, monitor ecosystems, and enable sustainable living at scale.

Key Applications:

  • Smart Grid Energy Management: Two-way communication between utilities and consumers optimizes electricity distribution

    • Example: Pacific Gas and Electric’s 5M+ smart meters reduced peak demand by 15% through real-time pricing
  • Environmental Monitoring Networks: Distributed sensors track air quality, water pollution, deforestation, and wildlife

    • Example: Copenhagen’s 200+ air quality sensors guide traffic routing to reduce emissions by 20%
  • Waste Management Optimization: Fill-level sensors in bins route collection trucks only where needed

    • Example: Barcelona saved $58M annually by reducing waste collection routes by 40%
  • Smart Building Management: HVAC, lighting, and occupancy sensors reduce commercial building energy by 30%

    • Example: The Edge building in Amsterdam uses 70% less electricity than typical offices

Related Chapters: Smart Cities, Energy-Aware Design

3.12.2.2 MOVE - Transform Transportation and Logistics

Core Mission: Use IoT to move people and goods faster, safer, cheaper, and with less environmental impact.

Key Applications:

  • Fleet Management and Telematics: GPS, fuel sensors, and driver behavior monitoring optimize commercial fleets

    • Example: UPS’s ORION system uses IoT to save 10M+ gallons of fuel annually through route optimization
  • Autonomous and Connected Vehicles: V2V (vehicle-to-vehicle) and V2I (vehicle-to-infrastructure) communication enables self-driving

    • Example: Waymo’s self-driving taxis completed 1M+ autonomous miles using LiDAR, cameras, and 5G connectivity
  • Smart Traffic Management: Adaptive traffic signals adjust timing based on real-time traffic flow

    • Example: Pittsburgh’s Surtrac system reduced travel time by 25% and emissions by 20%
  • Supply Chain Visibility: Asset trackers monitor location, temperature, shock, and humidity throughout shipping

    • Example: Maersk tracks 1M+ containers globally, reducing lost cargo by 60%

Related Chapters: Transportation and Logistics, Mobile Devices as Sensors

3.12.2.3 HEAL - Enable Smarter Healthcare

Core Mission: Use IoT to monitor patients continuously, deliver care remotely, accelerate diagnosis, and extend healthy lifespans.

Key Applications:

  • Remote Patient Monitoring (RPM): Wearable and implantable sensors track vital signs 24/7 from home

    • Example: Chronic heart failure patients with remote monitoring had 50% fewer hospital readmissions
  • Medical Device Connectivity: Infusion pumps, ventilators, and monitors integrate with electronic health records

    • Example: Philips’ eICU platform monitors 750+ ICU beds per clinician, improving outcomes by 20%
  • Smart Medication Adherence: Connected pill bottles and digital pills confirm patients take medications correctly

    • Example: Proteus Discover increased medication adherence from 30% to 85% for hypertension patients
  • Elder Care and Safety: Motion sensors, fall detection, and activity monitoring enable aging in place

    • Example: CarePredict’s wearable reduced elder falls by 40% through early intervention

Related Chapters: Healthcare IoT, Wearable Sensors

3.12.2.4 FEED - Revolutionize Agriculture and Food Systems

Core Mission: Use IoT to increase crop yields, reduce water/fertilizer waste, monitor livestock health, and ensure food safety from farm to table.

Key Applications:

  • Precision Agriculture: Soil moisture sensors, drone imagery, and weather stations guide variable-rate irrigation and fertilization

    • Example: John Deere’s See and Spray technology reduces herbicide use by 80% through targeted application
  • Livestock Health Monitoring: Collar sensors track animal location, activity, temperature, and rumination patterns

    • Example: Dairy farmers using Cowlar increased milk production 15% by detecting illness 3 days earlier
  • Smart Irrigation Systems: Soil sensors and weather forecasts optimize watering schedules

    • Example: California almond growers reduced water use by 50% while maintaining yields using IoT irrigation
  • Cold Chain and Food Safety: Temperature and humidity sensors ensure safe food transport from farm to consumer

    • Example: Walmart’s blockchain + IoT system reduced food waste by 30% through real-time spoilage detection

Related Chapters: Agriculture and Farming, Wireless Sensor Networks

3.12.2.5 MAKE - Advance Manufacturing and Production

Core Mission: Use IoT to build products faster, cheaper, with higher quality, and with less waste through Industry 4.0 transformation.

Key Applications:

  • Predictive Maintenance: Vibration, temperature, and acoustic sensors detect equipment failures before they happen

    • Example: Lufthansa Technik’s aircraft engine monitoring reduced unscheduled maintenance by 30%, saving $12M annually
  • Quality Control and Inspection: Computer vision and sensor fusion inspect 100% of products at production speed

    • Example: Siemens’ AI vision system detects defects 99.7% accurately at 10 items/second
  • Digital Twin Manufacturing: Virtual replicas of factories simulate changes before implementation

    • Example: GE’s wind turbine digital twins increased power output 20% through optimization testing
  • Supply Chain and Inventory Management: RFID tags and sensors track every component through production

    • Example: Boeing tracks 10M+ parts across 787 Dreamliner assembly, reducing build time from 30 to 12 days

Related Chapters: Industrial IoT, Industry 4.0 Evolution

3.12.3 Market Size and Growth by Verb

The Five Verbs represent distinct market segments with varying maturity levels and growth trajectories. Understanding these economics helps guide career decisions, investment priorities, and business strategies.

Verb2024 Market Size2030 Projected SizeCAGR (Growth Rate)Key DriversLeading Companies
SUSTAIN$520B$1.1T13.2%Climate regulations, ESG mandates, carbon taxes, renewable energy transitionSchneider Electric, Siemens, Honeywell
MOVE$380B$950B16.5%Autonomous vehicles, last-mile delivery, supply chain resilienceTesla, Waymo, UPS, Maersk
HEAL$290B$650B14.3%Aging populations, chronic disease management, healthcare cost reductionPhilips, Medtronic, Apple Health
FEED$180B$420B15.1%Global food security, water scarcity, climate-resilient farmingJohn Deere, Climate Corp, Trimble
MAKE$410B$870B13.3%Labor shortages, reshoring manufacturing, quality demandsGE Digital, Siemens, Rockwell
TOTAL$1.78T$4.0T14.5%Digital transformation across all sectors-

3.13 Continue to the Next Part

Carry this evidence into IoT Value: Delivery Frameworks, which begins with Five Verbs Market Growth Tool.