Please Note: Blog posts are not selected, edited or screened by Seeking Alpha editors.

Investing Beyond Sugar Water, Electricity And Real Estate: The Building Blocks Of Digital Businesses And Where To Invest In Them

Summary

Digitized economy. By 2022, 60%+ of global GDP will be digitized. IoT solutions will go beyond just a singular element or individual task.

Expand to the edge. By 2022, 25% of endpoint devices and systems will execute AI algorithms.

Digital innovation explosion. From 2018 to 2023, 500 million new logical apps will be created, equal to the number built over the past 40 years.

Artificial intelligence (AI) is the new user interface (UI).

Expanding and scaling trust. By 2022, 50% of servers will encrypt data at rest and in motion.

In 2019 and beyond, IoT, AI, 5G and Quantum Computing will not be add-ons to core legacy systems. Rather, these will be the building blocks of a digital business. Companies need to face profound Digital & Cognitive Transformations to stay ahead of their markets.

Industry predictions:

Digitized economy. By 2022, 60%+ of global GDP will be digitized, with growth in every industry driven by digitally enhanced offerings, operations, and relationships and almost $7 trillion in IT-related spending in 2019–2022.

Expand to the edge. By 2022, 25% of endpoint devices and systems will execute AI algorithms. New developer class. By 2024, a new class of professional developers producing code without custom scripting will expand the developer population by 30%, accelerating digital transformation.

Digital innovation explosion. From 2018 to 2023, 500 million new logical apps will be created, equal to the number built over the past 40 years.

Artificial intelligence (AI) is the new user interface (UI). By 2024, AI-enabled user interfaces and process automation will replace one-third of today's screen-based apps.

Expanding and scaling trust. By 2022, 50% of servers will encrypt data at rest and in motion, over 50% of security alerts will be handled by AI-powered automation, and 150 million people will have blockchain-based digital identities.

Change is happening fast and furious.

Are you participating and benefiting financially from the massive digital revolution?

IoT Grid: IoT solutions will go beyond just a singular element or individual task. Now is an opportune time to build or buy IoT ready platforms with IoT devices as a bundle that will be easily integrated with existing systems.

13 Stunning Stats on the Internet of Things

W = Watch List

P = previously Owned

O = Own a Position 

Global X Internet of Things ETF (SNSR) and what I own.

 W  P  O Name
STMICROELECTRONICS NV
1 SKYWORKS SOLUTIONS INC
SENSATA TECHNOLO
CYPRESS SEMICON
GARMIN LTD
1 DEXCOM INC
ADVANTECH CO LTD
SILICON LABORATORIES INC
ADT INC
AMS AG
ITRON INC
1 INTEL CORP
1 NXP SEMICONDUCTORS NV
1 JOHNSON CONTROLS
1 QUALCOMM INC
LANDIS+GYR GROUP AG
1 IBM
1 ANALOG DEVICES INC
ABB LTD-REG
SCHNEIDER ELECTRIC SE
1 EMERSON ELECTRIC CO
1 ALARM.COM HOLDINGS INC
1 HONEYWELL INTL
1 XIAOMI CORP-CLASS B
1 CISCO SYSTEMS INC
AMBARELLA INC
BELDEN INC
ROCKWELL AUTOMATION INC
LEGRAND SA
INTERDIGITAL INC
MEDIATEK INC
BADGER METER INC
RAMBUS INC
NETGEAR INC
RENESAS ELECTRONICS CORP
NORDIC SEMICONDUCTOR ASA
DATALOGIC SPA
EMEMORY TECHNOLOGY INC
FITBIT INC - A
IMPINJ INC
NIPPON CERAMIC CO LTD
SPIRENT COMM
ORBCOMM INC
AND FACTORY INC
SIERRA WIRELESS INC
ARLO TECHNOLOGIES INC
FINGERPRINT CARDS AB-B
1 GARRETT MOTION INC
1 RESIDEO TECHNOLOGIES INC
SENSEONICS HOLDINGS INC

Mobil Pay Companies and what I own. 

W P O Symbol Company Name Sub-Industry
1 AAPL Apple Inc Technology Hardware, Storage & Peripherals
1 GOOGL Alphabet Inc Interactive Media & Services
1 V Visa Inc Data Processing & Outsourced Services
1 JPM JPMorgan Chase & Co Diversified Banks
1 MA Mastercard Inc Data Processing & Outsourced Services
1 PYPL PayPal Holdings Inc Data Processing & Outsourced Services
1 AXP American Express Co Consumer Finance
1 INTU Intuit Inc. Application Software
1 FIS Fidelity National Information Services Inc Data Processing & Outsourced Services
1 FISV Fiserv Inc. Data Processing & Outsourced Services
1 DFS Discover Financial Services Consumer Finance
1 GPN Global Payments Inc. Data Processing & Outsourced Services
1 SQ Square Inc Data Processing & Outsourced Services
WU Western Union Co Data Processing & Outsourced Services
1 WEX WEX Inc Data Processing & Outsourced Services
1 EEFT Euronet Worldwide Inc Data Processing & Outsourced Services
QTWO Q2 Holdings Inc Application Software
ACIW ACI Worldwide Inc Application Software
RMBS Rambus Inc Semiconductors
USAT USA Technologies Inc Data Processing & Outsourced Services

Software Services Companies and what I own. 

W P O Symbol Company Name Sub-Industry
1 MSFT Microsoft Corp Systems Software
1 ORCL Oracle Corp Systems Software
1 ADBE Adobe Inc Application Software
1 CRM salesforce.com Inc Application Software
1 INTU Intuit Inc. Application Software
VMW VMware Inc Systems Software
1 NOW ServiceNow Inc Systems Software
1 WDAY Workday Inc Application Software
1 ADSK Autodesk Inc. Application Software
ZM Zoom Video Communications Inc Application Software
SNPS Synopsys Inc Application Software
1 PANW Palo Alto Networks Inc Systems Software
1 CDNS Cadence Design Systems Inc Application Software
ANSS ANSYS Inc Application Software
1 SPLK Splunk Inc Application Software
SYMC Symantec Corp Systems Software
1 FTNT Fortinet Inc Systems Software
1 SSNC SS&C Technologies Holdings Inc Application Software
CTXS Citrix Systems Inc. Application Software
1 PAYC Paycom Software Inc Application Software
1 DOCU DocuSign Inc. Application Software
RNG RingCentral Inc Application Software
1 TYL Tyler Technologies Inc. Application Software
1 FICO Fair Isaac Corp Application Software
GWRE Guidewire Software Inc Application Software
1 TTD Trade Desk Inc (THE) Application Software
COUP Coupa Software Inc Application Software
AZPN Aspen Technology Inc Application Software
1 DBX Dropbox Inc Application Software
ZEN Zendesk Inc Application Software
PTC PTC Inc Application Software
CDAY Ceridian HCM Holding Inc Application Software
1 PFPT Proofpoint Inc Systems Software
AYX Alteryx Inc Application Software
ESTC Elastic NV Application Software
HUBS HubSpot Inc Application Software
PLAN Anaplan Inc Application Software
1 ZS Zscaler Inc Systems Software
1 RP RealPage Inc Application Software
CDK CDK Global Inc Application Software
SWI Solarwinds Corp Systems Software
AVLR Avalara Inc Application Software
PEGA Pegasystems Inc Application Software
1 MANH Manhattan Associates Inc Application Software
PCTY Paylocity Holding Corp Application Software
NTNX Nutanix Inc Application Software
NUAN Nuance Communications Inc Application Software
BLKB Blackbaud Inc Application Software
SMAR Smartsheet Inc Application Software
1 JCOM j2 Global Inc Application Software
PVTL Pivotal Software Inc Application Software
QTWO Q2 Holdings Inc Application Software
NEWR New Relic Inc Application Software
ACIW ACI Worldwide Inc Application Software
TDC Teradata Corp Systems Software
LOGM LogMeIn Inc Application Software
FIVN Five9 Inc Application Software
CSOD Cornerstone OnDemand Inc Application Software
APPN Appian Corp Systems Software
APPF AppFolio Inc Application Software
ENV Envestnet Inc Application Software
VRNT Verint Systems Inc Application Software
QLYS Qualys Inc Systems Software
FEYE FireEye Inc Systems Software
BL BlackLine Inc Application Software
1 CLDR Cloudera Inc Application Software
ALTR Altair Engineering Inc Application Software
BOX Box Inc Application Software
PRO PROS Holdings Inc Application Software
RPD Rapid7 Inc Systems Software
SVMK Svmk Inc Application Software
1 ALRM Alarm.com Holdings Inc Application Software
LPSN LivePerson Inc Application Software
TENB Tenable Holdings Inc Systems Software
EGHT 8x8 Inc Application Software
EVBG Everbridge Inc Application Software
PD PagerDuty Inc Application Software
WK Workiva Inc Application Software
CVLT CommVault Systems Inc Systems Software
CBLK Carbon Black Inc Systems Software
VRNS Varonis Systems Inc Systems Software
YEXT Yext Inc Application Software
PRGS Progress Software Corp Systems Software
SAIL SailPoint Technologies Holdings Inc Systems Software
PS Pluralsight Inc Application Software
ZUO Zuora Inc Systems Software
FSCT ForeScout Technologies Inc Systems Software
EPAY Bottomline Technologies Inc Application Software
SPSC SPS Commerce Inc Application Software
MSTR MicroStrategy Inc Application Software
INST Instructure Inc Application Software
EBIX Ebix Inc Application Software
AVYA Avaya Holdings Corp Application Software
CISN Cision Ltd Application Software
TWOU 2U Inc Application Software
SCWX SecureWorks Corp Systems Software
TIVO TiVo Corp Systems Software
MODN Model N Inc Application Software
QADA QAD Inc Application Software
UPLD Upland Software Inc Application Software
BNFT Benefitfocus Inc Application Software
TYPE Monotype Imaging Holdings Inc Application Software
MOBL MobileIron Inc Application Software
AGYS Agilysys Inc Application Software
OSPN OneSpan Inc Systems Software
APPS Digital Turbine Inc Application Software
ATEN A10 Networks Inc Systems Software
DMRC Digimarc Corp Application Software
AMSWA American Software Inc Application Software
DOMO Domo Inc Application Software
ZIXI Zix Corp. Application Software
MITK Mitek Systems Inc Application Software
INS Intelligent System Corp Application Software
VHC VirnetX Holding Corp Application Software
MJCO Majesco Application Software
GTYH GTY Technology Holdings Inc Application Software
TLRA Telaria Inc Application Software
RMNI Rimini Street Inc Application Software
1 SSTI ShotSpotter Inc Application Software
ECOM ChannelAdvisor Corp Application Software
SNCR Synchronoss Technologies Inc Application Software
EGAN eGain Corp Application Software

AI Engine: AI engines will drive business across industries through automated insights derived from complex data sets, delivered faster than ever before. AI engines will continue to become more advanced and gradually teach themselves to recognize external and internal factors that have an impact on the operation of machines and the consumer environment as a whole.

AI Companies and what I own. 

W P O Symbol Company Name Sub-Industry
1 MSFT Microsoft Corp Systems Software
1 AAPL Apple Inc Technology Hardware, Storage & Peripherals
1 AMZN Amazon.com Inc Internet & Direct Marketing Retail
1 GOOGL Alphabet Inc Interactive Media & Services
1 FB Facebook Inc Interactive Media & Services
1 V Visa Inc Data Processing & Outsourced Services
1 MA Mastercard Inc Data Processing & Outsourced Services
1 VZ Verizon Communications Inc Integrated Telecommunication Services
1 INTC Intel Corp Semiconductors
1 CSCO Cisco Systems Inc Communications Equipment
1 ORCL Oracle Corp Systems Software
1 ADBE Adobe Inc Application Software
1 IBM International Business Machines Corp IT Consulting & Other Services
1 PYPL PayPal Holdings Inc Data Processing & Outsourced Services
1 TXN Texas Instruments Inc Semiconductors
1 CRM salesforce.com Inc Application Software
1 NFLX Netflix Inc Movies & Entertainment
1 AVGO Broadcom Inc Semiconductors
1 NVDA NVIDIA Corp Semiconductors
1 QCOM QUALCOMM Inc. Semiconductors
1 ADP Automatic Data Processing Inc. Data Processing & Outsourced Services
1 INTU Intuit Inc. Application Software
1 NOC Northrop Grumman Corp Aerospace & Defense
1 ISRG Intuitive Surgical Inc Health Care Equipment
MU Micron Technology Inc. Semiconductors
UBER Uber Technologies Inc Trucking
1 DE Deere & Co Agricultural & Farm Machinery
1 AMAT Applied Materials Inc. Semiconductor Equipment
1 FIS Fidelity National Information Services Inc Data Processing & Outsourced Services
1 ADI Analog Devices Inc. Semiconductors
TSLA Tesla Inc Automobile Manufacturers
1 LRCX Lam Research Corp Semiconductor Equipment
1 JCI Johnson Controls International Plc Building Products
1 CTSH Cognizant Technology Solutions Corp IT Consulting & Other Services
1 EBAY eBay Inc. Internet & Direct Marketing Retail
1 ADSK Autodesk Inc. Application Software
1 AMD Advanced Micro Devices Inc Semiconductors
MSI Motorola Solutions Inc Communications Equipment
1 XLNX Xilinx Inc. Semiconductors
MCHP Microchip Technology Inc Semiconductors
SNPS Synopsys Inc Application Software
ROK Rockwell Automation Inc. Electrical Components & Equipment
ANSS ANSYS Inc Application Software
1 SPLK Splunk Inc Application Software
1 MXIM Maxim Integrated Products Inc. Semiconductors
SYMC Symantec Corp Systems Software
1 SWKS Skyworks Solutions Inc Semiconductors
1 IT Gartner Inc IT Consulting & Other Services
CTXS Citrix Systems Inc. Application Software
LYFT Lyft Inc Trucking
VAR Varian Medical Systems Inc Health Care Equipment
TER Teradyne Inc. Semiconductor Equipment
TRMB Trimble Inc Electronic Equipment & Instruments
JNPR Juniper Networks Inc Communications Equipment
CGNX Cognex Corp Electronic Equipment & Instruments
DXC DXC Technology Co IT Consulting & Other Services
PTC PTC Inc Application Software
FLIR FLIR Systems Inc Electronic Equipment & Instruments
FLEX Flex Ltd Electronic Manufacturing Services
NUAN Nuance Communications Inc Application Software
JBT John Bean Technologies Corp Industrial Machinery
MOG/A Moog Inc. Aerospace & Defense
BRKS Brooks Automation Inc Semiconductor Equipment
1 IRBT iRobot Corp Household Appliances
AVAV AeroVironment Inc Aerospace & Defense
RAVN Raven Industries Inc Industrial Conglomerates
SSYS Stratasys Ltd Technology Hardware, Storage & Peripherals
FARO FARO Technologies Inc Electronic Equipment & Instruments

https://blog.zoominfo.com/statistics-about-artificial-intelligence/

Intelligent Automation: Robotic process automation is embracing Artificial Intelligence allowing it to turn into "intelligent automation." This means solutions are increasingly being pre-trained with natural language recognition, and processing and becoming solutions capable of more complex decision making.

Forrester: 10% of U.S. jobs will be lost to automation in 2019

Robotic Process Automation Companies and what I own. 

W P O Symbol Name Sub-Industry
1 NVDA NVIDIA Corp Semiconductors
1 QCOM QUALCOMM Inc. Semiconductors
1 ISRG Intuitive Surgical Inc Health Care Equipment
UBER Uber Technologies Inc Trucking
1 DE Deere & Co Agricultural & Farm Machinery
1 EMR Emerson Electric Co. Electrical Components & Equipment
1 ADSK Autodesk Inc. Application Software
1 XLNX Xilinx Inc. Semiconductors
FTV Fortive Corp Industrial Machinery
MCHP Microchip Technology Inc Semiconductors
SNPS Synopsys Inc Application Software
ROK Rockwell Automation Inc. Electrical Components & Equipment
1 CDNS Cadence Design Systems Inc Application Software
1 TDY Teledyne Technologies Inc. Aerospace & Defense
1 ZBRA Zebra Technologies Corp. Electronic Equipment & Instruments
VAR Varian Medical Systems Inc Health Care Equipment
1 TER Teradyne Inc. Semiconductor Equipment
TRMB Trimble Inc Electronic Equipment & Instruments
1 NDSN Nordson Corp Industrial Machinery
CGNX Cognex Corp Electronic Equipment & Instruments
PTC PTC Inc Application Software
FLIR FLIR Systems Inc Electronic Equipment & Instruments
1 IPGP IPG Photonics Corp Electronic Manufacturing Services
NATI National Instruments Corp Electronic Equipment & Instruments
LECO Lincoln Electric Holdings Inc Industrial Machinery
1 MANH Manhattan Associates Inc Application Software
GMED Globus Medical Inc Health Care Equipment
NUAN Nuance Communications Inc Application Software
JBT John Bean Technologies Corp Industrial Machinery
MOG/A Moog Inc. Aerospace & Defense
NOVT Novanta Inc Electronic Equipment & Instruments
BRKS Brooks Automation Inc Semiconductor Equipment
AMBA Ambarella Inc Semiconductors
1 IRBT iRobot Corp Household Appliances
OII Oceaneering International Inc. Oil & Gas Equipment & Services
AVAV AeroVironment Inc Aerospace & Defense
HLX Helix Energy Solutions Group Inc Oil & Gas Equipment & Services
RAVN Raven Industries Inc Industrial Conglomerates
SSYS Stratasys Ltd Technology Hardware, Storage & Peripherals
MTSC MTS Systems Corp Electronic Equipment & Instruments
DDD 3D Systems Corp Technology Hardware, Storage & Peripherals
FARO FARO Technologies Inc Electronic Equipment & Instruments
ARAY Accuray Inc Health Care Equipment

Quantum Computing: Quantum computing will play a larger role in powering machine learning systems and AI platforms to better improve, understand, and interpret large datasets and calculations, ensuring faster AI recommendations and outputs.

Quantum Computing Market Emerging Trends and Will Generate New Growth Opportunities Status 2025

CLOUD COMPUTING Companies and what I own. 

W P O Symbol Company Name Sub-Industry
1 MSFT Microsoft Corp Systems Software
1 AAPL Apple Inc Technology Hardware, Storage & Peripherals
1 AMZN Amazon.com Inc Internet & Direct Marketing Retail
1 GOOGL Alphabet Inc Interactive Media & Services
1 T AT&T Inc Integrated Telecommunication Services
1 CSCO Cisco Systems Inc Communications Equipment
1 ORCL Oracle Corp Systems Software
1 ADBE Adobe Inc Application Software
1 IBM International Business Machines Corp IT Consulting & Other Services
1 CRM salesforce.com Inc Application Software
1 INTU Intuit Inc. Application Software
VMW VMware Inc Systems Software
1 NOW ServiceNow Inc Systems Software
1 WDAY Workday Inc Application Software
MSI Motorola Solutions Inc Communications Equipment
ZM Zoom Video Communications Inc Application Software
SNPS Synopsys Inc Application Software
1 PANW Palo Alto Networks Inc Systems Software
HPE Hewlett Packard Enterprise Co Technology Hardware, Storage & Peripherals
1 ANET Arista Networks Inc Communications Equipment
ANSS ANSYS Inc Application Software
1 SPLK Splunk Inc Application Software
1 AKAM Akamai Technologies Inc Internet Services & Infrastructure
SYMC Symantec Corp Systems Software
1 CTL CenturyLink Inc Alternative Carriers
CRWD CrowdStrike Holdings Inc Systems Software
1 FTNT Fortinet Inc Systems Software
NTAP NetApp Inc Technology Hardware, Storage & Peripherals
CTXS Citrix Systems Inc. Application Software
1 OKTA Okta Inc Internet Services & Infrastructure
1 TYL Tyler Technologies Inc. Application Software
BAH Booz Allen Hamilton Holding Corp IT Consulting & Other Services
DOX Amdocs Ltd IT Consulting & Other Services
COUP Coupa Software Inc Application Software
JNPR Juniper Networks Inc Communications Equipment
1 FFIV F5 Networks Inc Communications Equipment
1 DBX Dropbox Inc Application Software
ZEN Zendesk Inc Application Software
DXC DXC Technology Co IT Consulting & Other Services
1 MDB MongoDB Inc Internet Services & Infrastructure
AYX Alteryx Inc Application Software
HUBS HubSpot Inc Application Software
CIEN Ciena Corp Communications Equipment
AVLR Avalara Inc Application Software
NTNX Nutanix Inc Application Software
PSTG Pure Storage Inc Technology Hardware, Storage & Peripherals
1 JCOM j2 Global Inc Application Software
NEWR New Relic Inc Application Software
TDC Teradata Corp Systems Software
LOGM LogMeIn Inc Application Software
FIVN Five9 Inc Application Software
PSN Parsons Corp Aerospace & Defense
APPN Appian Corp Systems Software
APPF AppFolio Inc Application Software
QLYS Qualys Inc Systems Software
ACIA Acacia Communications Inc Communications Equipment
BL BlackLine Inc Application Software
1 CLDR Cloudera Inc Application Software
BOX Box Inc Application Software
FSLY Fastly Inc Internet Services & Infrastructure
MIME Mimecast Ltd Application Software
PD PagerDuty Inc Application Software
WK Workiva Inc Application Software
CVLT CommVault Systems Inc Systems Software
NTCT NetScout Systems Inc Communications Equipment
EIGI Endurance International Group Holdings Inc Internet Services & Infrastructure
GTT GTT Communications Inc Internet Services & Infrastructure
CARB Carbonite Inc Internet Services & Infrastructure
DOMO Domo Inc Application Software
UIS Unisys Corp IT Consulting & Other Services

5G: 5G will become a primary way to facilitate the connectivity and transfer of data seamlessly and quickly for machine-to-machine communication. Not only will it ensure the speed of data transfer, but will also provide scaling possibilities in the mobile network.

5G infrastructure: These technologies and trends will define the future of the market

As 5G gets applied to real-world use cases, industrial automation and consumer electronics will benefit the most. Here's how the 5G infrastructure market will break down by application, and its percentage share of the market in 2026:

  • Automotive - 16.1%
  • Energy and utilities - 11.8%
  • Healthcare - 8.9%
  • Retail - 5.8%
  • Intelligent buildings and infrastructures - 7.9%
  • Industrial automation - 20.5%
  • Consumer electronics - 18.4%
  • Home automation - 2.8%
  • Public safety and surveillance - 7.9%

Cloud Technologies: Cloud computing is the way to go for organizations to digitize their business completely. Companies are leveraging Cloud technologies to transform their internal IT departments and build a business ready IT. Cloud Technologies provide the foundation for delivering successful customer experiences and business efficiency.

Cloud Computing As The Foundation For Digital Transformation - Forrester

Big Data Companies and what I own. 

W P O Symbol Company Name Sub-Industry
1 MSFT Microsoft Corp Systems Software
1 GOOGL Alphabet Inc Interactive Media & Services
1 INTC Intel Corp Semiconductors
1 CSCO Cisco Systems Inc Communications Equipment
1 ORCL Oracle Corp Systems Software
1 ADBE Adobe Inc Application Software
1 IBM International Business Machines Corp IT Consulting & Other Services
1 CRM salesforce.com Inc Application Software
1 NVDA NVIDIA Corp Semiconductors
1 QCOM QUALCOMM Inc. Semiconductors
1 CME CME Group Inc Financial Exchanges & Data
1 SPGI S&P Global Inc Financial Exchanges & Data
VMW VMware Inc Systems Software
MCO Moody's Corp. Financial Exchanges & Data
HPQ HP Inc Technology Hardware, Storage & Peripherals
VRSK Verisk Analytics Inc Research & Consulting Services
1 MSCI MSCI Inc Financial Exchanges & Data
HPE Hewlett Packard Enterprise  Technology Hardware, Storage & Peripherals
ANSS ANSYS Inc Application Software
1 SPLK Splunk Inc Application Software
1 IT Gartner Inc IT Consulting & Other Services
1 FDS FactSet Research Systems Inc. Financial Exchanges & Data
1 FICO Fair Isaac Corp Application Software
GWRE Guidewire Software Inc Application Software
1 FFIV F5 Networks Inc Communications Equipment
NLSN Nielsen Holdings plc Research & Consulting Services
AYX Alteryx Inc Application Software
ADS Alliance Data Systems Corp Data Processing & Outsourced Services
HUBS HubSpot Inc Application Software
MORN Morningstar Inc Financial Exchanges & Data
1 MDSO Medidata Solutions Inc Health Care Technology
BLKB Blackbaud Inc Application Software
NEWR New Relic Inc Application Software
CLGX CoreLogic Inc Data Processing & Outsourced Services
ACIW ACI Worldwide Inc Application Software
TDC Teradata Corp Systems Software
VRNT Verint Systems Inc Application Software
INOV Inovalon Holdings Inc Health Care Technology
1 CLDR Cloudera Inc Application Software
PRO PROS Holdings Inc Application Software
WK Workiva Inc Application Software
VRNS Varonis Systems Inc Systems Software
MDRX Allscripts Healthcare Solutions Inc Health Care Technology
MSTR MicroStrategy Inc Application Software
FORR Forrester Research Inc Research & Consulting Services
DFIN Donnelley Financial Solutions Inc Financial Exchanges & Data