Mission Critical Communications: Voice, Data, and M2M for Public Safety and Critical Infrastructure Market Outlook and Forecasts 2018 - 2023

  • ID: 4520933
  • Report
  • Mind Commerce
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The Market for Critical Communications is Driven by Public Safety and Infrastructure Emergency Response, Coordination, and Disaster Prevention

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Overview:

The Market for mission critical communications is rapidly developing as developing technologies supply solutions necessary to meet emerging demand for improved voice, data, and machine-oriented communications. The public safety community increasingly rely upon IP-based solutions for first responder (ambulance, police, fire) and dispatch communications as well as overall coordination in the event of a disaster. 

Industry verticals that manage critical infrastructure (such as utilities, ports, and transportation) also demand enhanced communications to safeguard assets and optimize operations. We see a few technologies playing a key role including 5G, Artificial Intelligence, and Internet of Things (IoT) solutions.  In addition, there is a strong opportunity for network and system integration as otherwise disparate solutions are converge in a manner in which operations management does not become onerous.

This research assesses core public safety technology and solutions as well as emerging key areas for critical communications including 5G, AI, and IoT.  The report analyzes the ecosystem for each technology. The report also identifies market opportunities and the market outlook for critical communications with forecasts for 2018 to 2023. 

Target Audience:

  • AI and IoT vendors
  • System integrators
  • Public safety companies
  • Device and network providers
  • Government and policy makers
  • Infrastructure and essential services
Note: Product cover images may vary from those shown
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FEATURED COMPANIES

  • Amazon
  • AT&T
  • BigML
  • Diffbot
  • Google
  • IBM Watson Group
  • MORE

1 Executive Summary

2 Introduction

3 Public Safety Technologies and Solutions
3.1 Public Safety in Perspective
3.2 Public Safety Expectations
3.2.1 Real Time Access to Information
3.2.2 Anytime, Anywhere Connectivity
3.2.3 Increased Situational Awareness
3.3 Public Safety Objectives
3.3.1 Prevention
3.3.2 Detection
3.3.3 Mitigation
3.3.4 Investigation
3.4 Emergency Response and Control
3.4.1 Emergency Medical Services
3.4.2 Fire/Rescue
3.4.3 Law Enforcement
3.4.4 Responder Coordination
3.5  Current Technologies Supporting Public Safety
3.5.1 Public Safety Answer Points
3.5.2 Geographic Information Systems
3.5.3 Enhanced Wireless 9-1-1
3.5.4 Indoor Location Systems
3.5.5 LMR for Public Safety Communications
3.5.6 LTE for Public Safety Communications
3.5.7 Lawful Intercept/CALEA

4 5G Technology and Solutions
4.1 5G Equipment and Network Operation
4.1.1 LTE Foundation, Device Ecosystem, LAA, and 5G Readiness
4.1.2 Spectrum Sharing and Utilization
4.1.3 Narrowband 5G for Massive IoT
4.1.4 Multi Connectivity Architecture with Small Cell Deployment
4.1.5 Relevance of Mobile IoT Technology: NB-IoT and eMTC
4.1.6 OSS/BSS Architecture for 5G Service Operation
4.1.7 Multi-Antenna and Beamforming Impact
4.1.8 End to End Network Slicing with NFV and SDN
4.1.9 LTE Continuation in 5G Era
4.1.10 Service Design, ROI and 5G Network
4.2 5G Technology and Network Impacts
4.2.1 Network Coverage and Efficiency
4.2.2 Network Spectrum Efficiency
4.2.3 Data Throughput
4.2.4 Connection Density
4.2.5 UR-LLC (Ultra-Reliable Low Latency Communication)
4.2.6 Network Energy Usage
4.2.7 Improved Battery Life
4.2.8 Improved Flexibility in Air Interface and Versatility
4.2.9 Massive MIMO
4.2.10 mmWave Technology
4.2.11 Integration of Access and Backhaul
4.2.12 D2D Communication
4.2.13 Flexible Duplex: FDD and TDD
4.2.14 Multi-Antenna Transmission Scenario
4.2.15 Decoupling User Data from Control System
4.3 5G Technology and Network Architecture
4.3.1 Massive MIMO and Beamforming
4.3.2 Cloud RAN
4.3.3 Broadband Spectrum and Satellite
4.3.4 5G New Radio (NR)
4.3.5 Software Defined Air Interface
4.3.6 Network Function Virtualization (NFV)
4.3.7 Self Organizing Network (SON) and Self-Healing Network (SHN)
4.3.8 HetNet and H-CRAN
4.3.9 Large-Scale Cooperative Spatial Signal Processing (LS-CSSP)
4.3.10 Software Defined Radio (SDR)
4.3.11 Visible Light Communications (VLCs)
4.3.12 Cross Layer Controller
4.3.13 Cognitive Radios (CRs) and Transmission Technologies
4.3.14 Scalable OFDM and Subcarrier Spacing
4.4 5G Network Implementation
4.4.1 Base Stations
4.4.2 Small Cells
4.4.3 Macro Cells
4.4.4 Baseband Units and RF Units
4.4.5 Mobile Core
4.4.6 Remote Radio Heads
4.4.7 Front-haul and Backhaul Networks
4.5 4.5G, 4.5G Pro, and 4.9G Supported Solutions
4.5.1 Mobile IoT and M2M Communication
4.5.2 Broadcast Services and Immersive Entertainment
4.5.3 Vehicular Communication
4.5.4 Public Safety Network
4.5.5 Smart City Applications
4.5.6 Private Enterprise Network

5 AI Technology and Ecosystem Analysis
5.1 AI Technology Matrix
5.1.1 Machine Learning
5.1.2 Natural Language Processing
5.1.3 Computer Vision
5.1.4 Speech Recognition
5.1.5 Context Aware Processing
5.1.6 Artificial Neural Network
5.1.7 Predictive APIs
5.1.8 Autonomous Robotics
5.2 AI Technology Readiness
5.3 Machine Learning APIs
5.3.1 IBM Watson API
5.3.2 Microsoft Azure Machine Learning API
5.3.3 Google Prediction API
5.3.4 Amazon Machine Learning API
5.3.5 BigML
5.3.6 AT&T Speech API
5.3.7 Wit.ai
5.3.8 AlchemyAPI
5.3.9 Diffbot
5.3.10 PredictionIO
5.3.11 General Application Environment
5.4 AI Technology Goals
5.5 AI Tools and Approaches
5.6 Emotion AI
5.6.1 Facial Detection APIs
5.6.2 Text Recognition APIs
5.6.3 Speech Recognition APIs
5.7 IoT Application and Big Data Analytics
5.8 Data Science and Predictive Analytics
5.9 Edge Computing and 5G Network
5.10 Cloud Computing and Machine Learning
5.11 Smart Machine and Virtual Twinning
5.12 Factory Automation and Industry 4.0
5.13 Building Automation and Smart Workplace
5.14 Cloud Robotics and Public Security
5.15 Self Driven Network and Domain Specific Network
5.16 Predictive 3D Design

6 IoT Technology and Value Chain Analysis
6.1 IoT Semiconductor Building Blocks
6.1.1 Wireless Sensors
6.1.2 IoT Processors
6.1.3 Gateway
6.1.4 Application
6.2 IoT Chipsets
6.3 Network Technology and Protocol
6.4 Real Time Operating System (RTOS)
6.4.1 Open Source RTOS
6.4.2 Commercial RTOS
6.4.3 Distributed Stream Computing Platforms (DSCPs)
6.5 IoT Software and Platform
6.5.1 IoT Analytics
6.5.2 IoT Security
6.5.3 IoT Device Management
6.5.4 IoT Standard and API Interoperability
6.6 IoT Industry Applications
6.7 Value Chain Analysis
6.7.1 IoT Hardware Device Provider
6.7.2 IoT Component Provider
6.7.3 IoT Platform Provider
6.7.4 IoT Software and Service Provider
6.8 IoT Investment and Market Alliances
6.9 Role of Mobile Network Operators
6.10 IoT and Next Generation Public Safety
6.10.1 IoT and Public Safety Opportunity Areas
6.10.2 Integrating IoT with Public Safety Communications
6.10.3 Integrating IoT and Direction Communications

7 Critical Communication Market Analysis and Forecasts
7.1 Global Critical Communication Market 2018 – 2023
7.1.1 Total Telecom Managed Service Market
7.1.2 Critical Communication Market by Segment
7.1.3 Critical Communication Market by Public Safety Industry Vertical
7.1.4 AI Powered IoT Critical Communication Market in Public Safety
7.2 Regional Critical Communication Market 2018 – 2023
7.2.1 Critical Communication Market by Region
7.2.2 APAC Critical Communication Market by IoT Critical Infrastructure, Public Safety Communication, Professional Service, AI Technology, and Country
7.2.3 North America Critical Communication Market by IoT Critical Infrastructure, Public Safety Communication, Professional Service, AI Technology, and Country
7.2.4 Europe Critical Communication Market by IoT Critical Infrastructure, Public Safety Communication, Professional Service, AI Technology, and Country
7.2.5 Latin America Critical Communication Market by IoT Critical Infrastructure, Public Safety Communication, Professional Service, AI Technology, and Country
7.2.6 Middle East and Africa Critical Communication Market by IoT Critical Infrastructure, Public Safety Communication, Professional Service, AI Technology, and Country

8 Conclusions and Recommendations
 
Figures
 
Figure 1: Public Safety Applications         
Figure 2: PSAP User Interface    
Figure 3: PSAP Equipment and Interfaces
Figure 4: GIS Features and Mapping       
Figure 5: GIS Spatial Analysis      
Figure 6: GIS Spatial Analysis Techniques 
Figure 7: Vector vs. Raster Representation          
Figure 8: Special Raster Data Models      
Figure 9: Data Layering in GIS     
Figure 10: GIS Data Processing  
Figure 11: Cell Level Positioning Technology        
Figure 12: Assisted GPS Technology        
Figure 13: AFLT Technology        
Figure 14: LTE for Public Safety Communications Regional Share
Figure 15: Global Public Safety LTE Revenue       
Figure 16: LTE Foundation Architecture: LTE Advanced and LTE Advanced Pro     
Figure 17: Licensed Assisted Access (LAA) Uplink Cell Range in Small Cells
Figure 18: Architecture of Shared Spectrum        
Figure 19: Spectrum Sharing Prototype on LTE-U/LAA, LWA, CBRS/LSA and MultiFire      
Figure 20: Narrowband 5G Path and Standard Release for Massive IoT   
Figure 21: Multi-Connectivity Structure deployed over Small Cell and Macro       
Figure 22: Next Generation OSS/BSS Architecture           
Figure 23: Massive Element Antenna in Combination of Phantom Cell and Massive MIMO           
Figure 24: Multiple Antenna and Beamforming Impact  
Figure 25: Bandwidth and Latency Requirements for 5G Use Cases          
Figure 26: WRC 15 and WRC 19 Spectrum Issues in 5G Network 
Figure 27: IMT 2020 Requirements for URLLC     
Figure 28: Flexible Unified Radio Interface, Integrated Sub-frame, and Dynamic Uplink & Downlink         
Figure 29: Massive MIMO Concept         
Figure 30: Massive MIMO: LTE Network to 5G NR
Figure 31: High Spectrum Band at Massive MIMO
Figure 32: Cloud RAN Architecture          
Figure 33: Role of Satellite in 5G Communication System 
Figure 34: 5G New Radio (NR) Release Timeline
Figure 35: Technology Requirements of 5G NR Standards
Figure 36: Enabling Technology of 5G NR 
Figure 37: Mobile Broadband Performance Target in 5G NR         
Figure 38: Virtual Cell and UE Centric Mobility in 5G NR  
Figure 39: Self-Contained Sub-Frame Design Structure  
Figure 40: NFV in H-RAN Solution
Figure 41: Self-Organizing Networks (SONs) in H-RAN    
Figure 42: H-RAN Application in 5G Systems        
Figure 43: Centralized LS-CSSP Structure 
Figure 44: Hybrid Architecture of SDN and SDR in 5G Network    
Figure 45: Windowed OFDM Structure  
Figure 46: Subcarrier Spacing Bandwidth Structure using FDD & TDD        
Figure 47: Mobile IoT Technology and Equipment Categories over 4G and 4.5G  
Figure 48: SDL Carrier over LTE Broadcast Service 
Figure 49: Multi-Carrier Deployment with LTE Broadcast Carrier 
Figure 50: Public Safety Scenario over LTE Network         
Figure 51: Supervised, Unsupervised, and Reinforcement Learning         
Figure 52: AI Technology Matrix  
Figure 53: AI Technology Readiness Matrix          
Figure 54: AI Technology Goals and Outcomes   
Figure 55: Deep Leaning and Emotion AI  
Figure 56: AI Predictive Analytics Layer  
Figure 57: 5G NR Requirement for AI Network  
Figure 58: AI Driven Smart Machine Landscape  
Figure 59: IIoT Machine Learning as a Service Landscape  
Figure 60: AI Smart Workplace Automation Landscape   
Figure 61: IoT Wireless Sensor Map        
Figure 62: IoT Patient Monitoring
Figure 63: Consumer IoT Device Vendor  
Figure 64: Enterprise and Industrial IoT Device Vendor  
Figure 65: IoT Component Vendor          
Figure 66: IoT Platform Vendor 
Figure 67: IoT Software and Service Vendor        
Figure 68: Global Critical Communication Market 2018 - 2023       
Figure 69: Global Critical Communication Market Yearly Growth 2018 - 2023         
Figure 70: Global AI Powered IoT Critical Communication Market in Public Safety 2018 - 2023       
Figure 71: Global AI Powered IoT Critical Communication Market Annual Growth 2018 – 2023     
Figure 72: APAC AI Powered IoT Critical Communication Market in Public Safety 2018 - 2023        
Figure 73: North America AI Powered IoT Critical Communication Market in Public Safety 2018 - 2023      
Figure 74: Europe AI Powered IoT Critical Communication Market in Public Safety 2018 - 2023     
Figure 75: Latin America AI Powered IoT Critical Communication Market in Public Safety 2018 - 2023        
Figure 76: MEA AI Powered IoT Critical Communication Market in Public Safety 2018 – 2023
 
Tables
 
Table 1: Components and Functions of OSS & BSS
Table 2: 5G Objectives, Targets, and Technology Efforts
Table 3: IoT Partnership and Alliances
Table 4: Global Critical Communication Market by Segment 2018 - 2023
Table 5: Global Critical Communication Market Share by Segment 2018 – 2023
Table 6: Global Critical Communication Market by IoT Critical Infrastructure Type 2018 - 2023
Table 7: Global Critical Communication Market Share by IoT Critical Infrastructure Type 2018 – 2023
Table 8: Global Critical Communication Market Share by Public Safety Communication Technology Type 2018 - 2023
Table 9: Global Critical Communication Market Share by Public Safety Communication Technology Type 2018 – 2023
Table 10: Global Critical Communication Market by Licensed LMR Standard 2018 - 2023
Table 11: Global Critical Communication Market Share by Licensed LMR Standard 2018 – 2023
Table 12: Global Critical Communication Market by DMR Standard 2018 - 2023
Table 13: Global Critical Communication Market Share by DMR Standard 2018 – 2023
Table 14: Global Critical Communication Market by Licensed LMR Type 2018 - 2023
Table 15: Global Critical Communication Market Share by Licensed LMR Type 2018 – 2023
Table 16: Global Critical Communication Market by Commercial LMRs Frequency Type 2018 - 2023
Table 17: Global Critical Communication Market Share by Commercial LMRs Frequency Type 2018 – 2023
Table 18: Global Critical Communication Market by Public Safety LTE Standard Type 2018 - 2023
Table 19: Global Critical Communication Market Share by Public Safety LTE Standard Type 2018 – 2023
Table 20: Global Critical Communication Market by Public Safety LTE Type 2018 - 2023
Table 21: Global Critical Communication Market Share by Public Safety LTE Type 2018 – 2023
Table 22: Global Critical Communication Market by Professional Service Type 2018 - 2023
Table 23: Global Critical Communication Market Share by Professional Service Type 2018 – 2023
Table 24: Global Critical Communication Market by Public Safety Industry Vertical 2018 - 2023
Table 25: Global Critical Communication Market Share by Public Safety Industry Vertical 2018 – 2023
Table 26: Global Critical Communication Market by Military and Defense Application Type 2018 - 2023
Table 27: Global Critical Communication Market Share by Military and Defense Application Type 2018 – 2023
Table 28: Global Critical Communication Market by Public Transportation Application Type 2018 - 2023
Table 29: Global Critical Communication Market Share by Public Transportation Application Type 2018 – 2023
Table 30: Global Critical Communication Market by Utilities and Smartgrid Application Type 2018 - 2023
Table 28: Global Critical Communication Market Share by Utilities and Smartgrid Application Type 2018 – 2023
Table 32: Global AI Powered IoT Critical Communication Market by Segment 2018 - 2023
Table 33: Global AI Powered IoT Critical Communication Market Share by Segment 2018 – 2023
Table 34: Global AI Powered IoT Critical Communication Market by AI Technology 2018 - 2023
Table 35: Global AI Powered IoT Critical Communication Market Share by AI Technology 2018 – 2023
Table 36: Critical Communication Market by Region 2018 - 2023
Table 37: Critical Communication Market Share by Region 2018 – 2023
Table 38: APAC Critical Communication Market by Segment 2018 - 2023
Table 39: APAC Critical Communication Market by IoT Critical Infrastructure Type 2018 - 2023
Table 40: APAC Critical Communication Market Share by Public Safety Communication Technology Type 2018 - 2023
Table 41: APAC Critical Communication Market by Licensed LMR Standard 2018 - 2023
Table 42: APAC Critical Communication Market by DMR Standard 2018 - 2023
Table 43: APAC Critical Communication Market by Licensed LMR Type 2018 - 2023
Table 44: APAC Critical Communication Market by Commercial LMRs Frequency Type 2018 - 2023
Table 45: APAC Critical Communication Market by Public Safety LTE Standard Type 2018 - 2023
Table 46: APAC Critical Communication Market by Public Safety LTE Type 2018 - 2023
Table 47: APAC Critical Communication Market by Professional Service Type 2018 - 2023
Table 48: APAC Critical Communication Market by Public Safety Industry Vertical 2018 - 2023
Table 49: APAC Critical Communication Market by Military and Defense Application Type 2018 - 2023
Table 50: APAC Critical Communication Market by Public Transportation Application Type 2018 - 2023
Table 51: APAC Critical Communication Market by Utilities and Smartgrid Application Type 2018 - 2023
Table 52: APAC AI Powered IoT Critical Communication Market by Segment 2018 - 2023
Table 53: APAC AI Powered IoT Critical Communication Market by AI Technology 2018 - 2023
Table 54: APAC Critical Communication Market by Country 2018 - 2023
Table 55: APAC Critical Communication Market Share by Country 2018 – 2023
Table 56: North America Critical Communication Market by Segment 2018 - 2023
Table 57: North America Critical Communication Market by IoT Critical Infrastructure Type 2018 - 2023
Table 58: North America Critical Communication Market Share by Public Safety Communication Technology Type 2018 - 2023
Table 59: North America Critical Communication Market by Licensed LMR Standard 2018 - 2023
Table 57: North America Critical Communication Market by DMR Standard 2018 - 2023
Table 61: North America Critical Communication Market by Licensed LMR Type 2018 - 2023
Table 59: North America Critical Communication Market by Commercial LMRs Frequency Type 2018 - 2023
Table 63: North America Critical Communication Market by Public Safety LTE Standard Type 2018 - 2023
Table 64: North America Critical Communication Market by Public Safety LTE Type 2018 - 2023
Table 65: North America Critical Communication Market by Professional Service Type 2018 - 2023
Table 66: North America Critical Communication Market by Public Safety Industry Vertical 2018 - 2023
Table 67: North America Critical Communication Market by Military and Defense Application Type 2018 - 2023
Table 68: North America Critical Communication Market by Public Transportation Application Type 2018 - 2023
Table 69: North America Critical Communication Market by Utilities and Smartgrid Application Type 2018 - 2023
Table 67: North America AI Powered IoT Critical Communication Market by Segment 2018 - 2023
Table 71: North America AI Powered IoT Critical Communication Market by AI Technology 2018 - 2023
Table 72: North America Critical Communication Market by Country 2018 - 2023
Table 73: North America Critical Communication Market Share by Country 2018 – 2023
Table 74: Europe Critical Communication Market by Segment 2018 - 2023
Table 75: Europe Critical Communication Market by IoT Critical Infrastructure Type 2018 - 2023
Table 76: Europe Critical Communication Market Share by Public Safety Communication Technology Type 2018 - 2023
Table 77: Europe Critical Communication Market by Licensed LMR Standard 2018 - 2023
Table 78: Europe Critical Communication Market by DMR Standard 2018 - 2023
Table 79: Europe Critical Communication Market by Licensed LMR Type 2018 - 2023
Table 80: Europe Critical Communication Market by Commercial LMRs Frequency Type 2018 - 2023
Table 81: Europe Critical Communication Market by Public Safety LTE Standard Type 2018 - 2023
Table 82: Europe Critical Communication Market by Public Safety LTE Type 2018 - 2023
Table 83: Europe Critical Communication Market by Professional Service Type 2018 - 2023
Table 84: Europe Critical Communication Market by Public Safety Industry Vertical 2018 - 2023
Table 85: Europe Critical Communication Market by Military and Defense Application Type 2018 - 2023
Table 86: Europe Critical Communication Market by Public Transportation Application Type 2018 - 2023
Table 87: Europe Critical Communication Market by Utilities and Smartgrid Application Type 2018 - 2023
Table 88: Europe AI Powered IoT Critical Communication Market by Segment 2018 - 2023
Table 89: Europe AI Powered IoT Critical Communication Market by AI Technology 2018 - 2023
Table 90: Europe Critical Communication Market by Country 2018 - 2023
Table 91: Europe Critical Communication Market Share by Country 2018 – 2023
Table 92: Latin America Critical Communication Market by Segment 2018 - 2023
Table 93: Latin America Critical Communication Market by IoT Critical Infrastructure Type 2018 - 2023
Table 94: Latin America Critical Communication Market Share by Public Safety Communication Technology Type 2018 - 2023
Table 95: Latin America Critical Communication Market by Licensed LMR Standard 2018 - 2023
Table 96: Latin America Critical Communication Market by DMR Standard 2018 - 2023
Table 97: Latin America Critical Communication Market by Licensed LMR Type 2018 - 2023
Table 98: Latin America Critical Communication Market by Commercial LMRs Frequency Type 2018 - 2023
Table 99: Latin America Critical Communication Market by Public Safety LTE Standard Type 2018 - 2023
Table 100: Latin America Critical Communication Market by Public Safety LTE Type 2018 - 2023
Table 101: Latin America Critical Communication Market by Professional Service Type 2018 - 2023
Table 102: Latin America Critical Communication Market by Public Safety Industry Vertical 2018 - 2023
Table 103: Latin America Critical Communication Market by Military and Defense Application Type 2018 - 2023
Table 104: Latin America Critical Communication Market by Public Transportation Application Type 2018 - 2023
Table 105: Latin America Critical Communication Market by Utilities and Smartgrid Application Type 2018 - 2023
Table 106: Latin America AI Powered IoT Critical Communication Market by Segment 2018 - 2023
Table 107: Latin America AI Powered IoT Critical Communication Market by AI Technology 2018 - 2023
Table 108: Latin America Critical Communication Market by Country 2018 - 2023
Table 109: Latin America Critical Communication Market Share by Country 2018 – 2023
Table 110: MEA Critical Communication Market by Segment 2018 - 2023
Table 111: MEA Critical Communication Market by IoT Critical Infrastructure Type 2018 - 2023
Table 112: MEA Critical Communication Market Share by Public Safety Communication Technology Type 2018 - 2023
Table 110: MEA Critical Communication Market by Licensed LMR Standard 2018 - 2023
Table 114: MEA Critical Communication Market by DMR Standard 2018 - 2023
Table 115: MEA Critical Communication Market by Licensed LMR Type 2018 - 2023
Table 116: MEA Critical Communication Market by Commercial LMRs Frequency Type 2018 - 2023
Table 117: MEA Critical Communication Market by Public Safety LTE Standard Type 2018 - 2023
Table 118: MEA Critical Communication Market by Public Safety LTE Type 2018 - 2023
Table 119: MEA Critical Communication Market by Professional Service Type 2018 - 2023
Table 120: MEA Critical Communication Market by Public Safety Industry Vertical 2018 - 2023
Table 121: MEA Critical Communication Market by Military and Defense Application Type 2018 - 2023
Table 122: MEA Critical Communication Market by Public Transportation Application Type 2018 - 2023
Table 123: MEA Critical Communication Market by Utilities and Smartgrid Application Type 2018 - 2023
Table 124: MEA AI Powered IoT Critical Communication Market by Segment 2018 - 2023
Table 125: MEA AI Powered IoT Critical Communication Market by AI Technology 2018 - 2023
Table 126: MEA Critical Communication Market by Country 2018 - 2023
Table 127: MEA Critical Communication Market Share by Country 2018 – 2023

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  • Amazon
  • AT&T
  • BigML
  • Diffbot
  • Google
  • IBM Watson Group
  • Microsoft
  • PredictionIO
  • Wit.ai
Note: Product cover images may vary from those shown
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