The transformative shift from a deterministic perspective to a probabilistic perspective laid the foundation for data analysis. Every company is looking out for opportunities to turn more profit, to maximize business metrics, an ....see more
The global Agriculture analytics market size is projected to reach USD 2.5 billion by 2028, at a Compound Annual Growth Rate (CAGR) of 13.1% during the forecast period. The major vendors offering agriculture analytics solutions are Deere & Company(US), IBM(US), Bayer Ag (Germany), SAP(Germany), Trimble(US), Accenture(Ireland), ABACO(Italy), DeLaval(Sweden), Oracle(US), DTN(US), Farmers Edge(Canada), SAS Institute(US), Iteris(US), PrecisionHawk(US), Conservis(US), Stesalit Systems(India), Agribotix(US), Agrivi(UK), Granular(US), FBN(US), Gro Intelligence(US), Resson(Canada), AgVue Technologies(US), Taranis(US), CropX(Israel), Trace Genomics(US), Fasal(India), AgEye Technologies(US), HelioPas AI(Germany), OneSoil (Switzerland), Root AI (US)and AgShift(US).
The global market for Geospatial analytics is projected to reach USD 141.9 billion by 2028, at a CAGR of 12.6% during the forecast period. Major vendors in the global Geospatial analytics market are Esri (US), Precisely (US), Caliper Corporation (US), Blue Marble Geographic (US), Google (US), Alteryx (US), Blue Sky Analytics (Netherlands), HexagonAB (Switzerland), TomTom (Netherlands), Trimble (US), Maxar Technologies (US), RMSI (India), Maplarge (US), General Electric (US), Bentley Systems (US), Fugro (Netherlands), Orbital Insights (US), Mapidea (Portugal), Geospin (Germany), Sparkgeo (Canada), Orbica (New Zealand), Descartes Lab (US), Skymap Global (Singapore), ReMOT Technologies (US), CARTO (US), Pasco Corporation (Japan), Geoviet Consulting (Vietnam), Mandalay Technology (Myanmar), GIS Co. Ltd. (Thailand), Suntac Technologies (Myanmar), Geomatic Consulting International (Vietnam), AAM, A Woolpert Company (Australia), Mappointasia (Thailand), Vegastar Technology (Vietnam), and HERE Technologies (Netherlands).
The immersive analytics market size is projected to reach USD 6.7 billion by 2028, at a CAGR of 51.7% during the forecast period. The major players in the immersive analytics market are IBM (US), Microsoft (US), SAP (Germany), Google (US), TIBCO (US), HPE (US), Magic Leap (US), Accenture (Ireland), HTC (Taiwan), Meta (US), Tableau (US), Kognitiv Spark (Canada), Aventior (US), Immersion Analytics (US), BadVR (US), Virtualitics (US), Softcare Studios (Italy), JuJu Immersive (UK), ARSOME Technology (US), Varjo (Finland), Cognitive3D (Canada), SenseGlove (Netherlands), DPVR (China), PICO (US), Reply (Italy). These players have adopted various growth strategies, such as partnerships, agreements and collaborations, new product launches and product enhancements, and acquisitions to expand their footprint in the immersive analytics market.
The market for DataOps platform size is projected to reach USD 10.9 billion by 2028, at a CAGR of 23.0% during the forecast period. Major vendors in the global DataOps Platform market are Microsoft (US), IBM (US), Oracle (US), AWS (US), Informatica (US), Teradata (US), Wipro (India), Accenture (Ireland), SAS Institute (US), Hitachi Vantara (US), DataKitchen (US), Atlan (Singapore), Dataiku (US), Fosfor (India), Databricks (US), StreamSets (US), Talend (US), Collibra (US), Celonis (US), BMC Software (US), Saagie (France), Composable Analytics (US), Tengu.io (Belgium), Unravel Data (US), Monte Carlo Data (US), Census (US), RightData (US), Zaloni (US), Datafold (US), DataOps.live (UK), K2view (Israel).
The market for insight engines is projected to reach USD 5.6 billion by 2028, at a CAGR of 27.1% during the forecast period. Major vendors in the global insight engines market are Microsoft (US), IBM (US), OpenText (Canada), SAP (Germany), Oracle (US), Elastic (US), Expert.ai (Italy), Almawave (Italy), Mindbreeze (Austria), Squirro (Switzerland), Sinequa (France), Coveo (Canada), Lucidworks (US), SearchBlox (US), Attivio (US), o9 Solutions (US), Celonis (US), Squiz (Australia), IntraFind (Germany), Fletch (US), Veritone (US), Progress (US), Upland Software (US), ForwardLane (US), Tecnotree (Finland), Comintelli (Sweden), Activeviam (US), Dun & Bradstreet (US), Prevedere (US), Stravito (Sweden), xFind (Israel), Turing Labs (US), Rampfy (Brazil), Raffle.ai (Denmark), Pecan AI (Israel), Omnisearch (Canada), and Fosfor (India).
The global logistics automation market size is projected to reach USD 51.2 billion by 2028, at a Compound Annual Growth Rate (CAGR) of 9.3% during the forecast period. Key and innovative vendors in the logistics automation market include Dematic (US), Honeywell Intelligrated (US), Daifuku (Japan), Oracle (US), SAP (Germany),IBM(US) ,SSI Schaefer (Germany), Knapp (Austria), Manhattan Associates (US), Swisslog (Switzerland), Blue Yonder (US),Mantis(US),Murata Machinery (Japan), TGW Logistics Group (Austria), Jungheinrich (Germany), System Logistics (Italy), Zebra Technologies (US), ABB (Switzerland), BEUMER Group (Germany),Korber(Germany), O9 Solutions(US), JR Automation(US), Automated Logistics Systems(US),SBS Toshiba Logistics (Japan), SAVOYE(France), Symbotic(US), Locus Robotics(US), GreyOrange (US), Eyesee (Hardis Group) (France), Falcon Autotech (India), Logistically(US),and Logiwa(US).
The global supply chain analytics market is projected to reach USD 13.5 billion by 2027, at a CAGR of 21.0% during the forecast period. Major vendors in the global supply chain analytics market are SAP (Germany), Oracle (US), IBM (US), SAS Institute (US), Software AG (Germany), MicroStrategy (US), Tableau (US), Qlik (US), TIBCO (US), Cloudera (US), Logility (US), Savi Technology (US), Infor (US), RELEX Solutions (Finland), TARGIT(Denmark), Voxware (US), The AnyLogic Company (US), Antuit (US), Axway (US), AIMMS (Netherlands), BRIDGEi2i (India), Domo (US), Datameer (US), 1010data(US), Rosslyn Analytics(UK), Manhattan Associates (US), Salesforce (US), Zebra Technologies (US), Dataiku (US), Intugine Technologies (India), Lumachain (Australia), Hum Industrial Technology (US), Pafaxe (UK), SS Supply Chain Solutions (US), and DataFactZ (US).
The global text-to-video AI market size is projected to reach USD 0.9 billion by 2027 at a Compound Annual Growth Rate (CAGR) of 37.1% during the forecast period. The text-to-video AI market vendors have implemented various organic and inorganic growth strategies, such as new product launches, product upgrades, partnerships and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. The major vendors in the global text-to-video AI market are GliaCloud (Taiwan), Designs.ai (Singapore), Pictory (US), Raw Shorts (US), Wochit (US), Vimeo (US), Vedia (US), Lumen5 (Canada), Synthesia (UK), Steve AI (US), InVideo (US), Meta (US), Hour One (Israel), Google (US), Elai.io (US), Peech (Israel), Wave.video (US), DeepBrain AI (South Korea), D-ID (Israel), Yepic AI (UK), Movio (US), KLleon (South Korea), Synthesys (UK), VEED (UK), and Ezoic (US). The study includes an in-depth competitive analysis of these key players in the text-to-video AI market with their company profiles, recent developments, and key market strategies.
The global data annotation and labeling market size is projected to reach USD 3.6 billion by 2027, at a CAGR of 33.2% during the forecast period. Some of the major data annotation and labeling market vendors are Google (US), Appen (Australia), IBM (US), Oracle (US), TELUS International (Canada), Adobe (US), AWS (US), Alegion (US), Cogito Tech (US), Anolytics (US), AI Data Innovation (US), Clickworker (Germany), CloudFactory (UK), CapeStart (US), DataPure (US), LXT (Canada), Precise BPO Solution (India), Sigma (US), Segment.ai (US), Defined.ai (US), Dataloop (Israel), Labelbox (US), V7 (UK), LightTag (Germany), SuperAnnotate (US), Scale (US), Datasur (US), Kili Technology (France), Understand.ai (Germany), Keylabs (Israel), and Label Your Data (US).
The customer intelligence platform market size projected to reach USD 7.0 billion by 2027 at a Compound Annual Growth Rate (CAGR) of 29.7% during the forecast period. The major vendors in the customer intelligence platform include IBM (US), Oracle (US), Microsoft (US), Adobe (US), SAS (US), Salesforce (US), Google (US), Accenture (Ireland), Informatica (US), SAP (Germany), Verint (US), Teradata (US), Zeta Global (US), TIBCO (US), NICE (Israel), TransUnion (US), Alida (Canada), Algonomy (US), NetBase Quid (US), NGDATA (Belgium), Zeotap (Germany), ActionIQ (US), Amperity (US), UserIQ (US), Datashift (Belgium), Staircase AI (US), Terminus (US), and Lifesight (Singapore).
The speech analytics market is projected to reach USD 5.1 billion by 2027, at a compound annual growth rate (CAGR) of 17.3% during the forecast period. Some major players in the speech analytics market include NICE (US), Verint (US), Avaya (US), OpenText (Canada), Google (US), Vonage (US), Genesys (US), Calabrio (US), CallMiner (US), Almawave (Italy), AWS (US), Qualtrics (US), Talkdesk (US), Alvaria (US), Castel (US), VoiceBase (US), Intelligent Voice (UK), CallTrackingMetrics (US), Five9 (US), 3CLogic (US), CloudTalk (US), Deepgram (US), Gnani.ai (India), Observe.ai (US), SpeechTech (US), Speech-I-Ltd (UK), Batvoice (France), Kwantics (India), Speech Village (UK), Salesken (US), and Enthu.AI (India).
The global Mobile Apps and Web Analytics market is projected to reach USD 20.2 billion by 2027, at a CAGR of 16.4% during the forecast period. The Mobile Apps and Web Analytics vendors have implemented various types of organic and inorganic growth strategies, such as new product launches, product upgradations, partnerships and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. The major vendors in the global Mobile Apps and Web Analytics market include Microsoft (US), Google (US), Oracle (US), SAP (US), AWS, IBM (US), Teradata (US), Adobe (US), SAS Institute (US), Micro Focus (US), comScore (US), Salesforce (US), Splunk (US), Microstrategy (US), AT Internet (US), Webtrends (US), Tibco Software (US), Mixpanel (US), Upland Localytics (US), Amplitude Analytics (France), Qlik (US), Flurry (US), Cooldata (US), Countly (UK), Mobilebridge (Netherlands), Appsflyer (US), Uxcam (US), Incubasys (UAE), Datamatics Technologies (UAE), Alpha Byte (UAE), Celadon (UAE), Singular (Israel), Matomo (New Zealand), Plausible (Estonia), and Fathom (US).
The global decision intelligence market is projected to reach USD 22.7 billion by 2027, at a CAGR of 17.8% during the forecast period. Major vendors in the global Decision intelligence market Google (US), IBM (US), Oracle (US), Microsoft (US), Board International (Switzerland), Cerebra (US), Clarifai (US), Diwo.ai (US), Domo (US), H2O.AI (US), Intel (US), Metaphacts (Germany), Pace Revenue (UK), Paretos (Germany), Peak.ai (UK), Provenir (US), Quantellia (US), Systems Technology Group (US), Pyramid Analaytics (Netherlands), Tellius (US) and Course5i (India).
The location analytics market size is projected to reach USD 33.2 billion in 2027 at a compound annual growth rate (CAGR) of 13.1% during the forecast period. Major location analytics vendors include IBM (US), Google (US), Oracle (US), Microsoft (US), Esri (US), SAS (US), Precisely (US), SAP (Germany), CISCO (US), TomTom (Netherlands), Hexagon (Sweden), Zebra Technologies (US), Alteryx (US), HERE (US), Purple (UK), Galigeo (France), Geomoby (Australia), Quppa (Finland), CleverMaps (Czech Republic), IndoorAtlas (Finland), Lepton Software (India), CARTO (US), TIBCO (US), Sparkgeo (Canada), Ascent Cloud (US), Foursquare (US), MapLarge (Georgia), SedimentIQ (US), Ariadne Maps (Germany), Locale.ai (India), Geoblink (Spain), Nrby (US), Mapidea (Portugal), GapMaps (Australia), and LocationsCloud (US). These market players have adopted various growth strategies, such as partnerships, collaborations, and new product launches, to expand have been the most adopted strategies by major players from 2019 to 2022, which helped companies innovate their offerings and broaden their customer base.
The Data Fabric market size is projected to reach USD 6.2 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 30.9% during the forecast period. Some major players in the Data Fabric market include IBM (US), SAP (Germany), Oracle (US), Informatica (US), Talend (US), Denodo (US), HPE (US), Dell Technologies (US), NetApp (US), Teradata (US), Splunk (US), TIBCO Software (US), Software AG (Germany), Intenda (South Africa), Radiant Logic (US), Incorta (US), Idera (US), K2View (US), Cinchy (Canada), Precisely (US), Global IDs (US), Alex Solutions (Australia), Iguazio (Israel), CluedIn (Denmark), QOMPLX (US), HEXstream (US), Starburst Data (US), Gluent (US), Stardog (US), Nexla (US), and Atlan (Singapore).
The MLOps market size is projected to reach USD 5.9 billion by 2027, at a CAGR of 41.0% during the forecast period. The major players in the MLOps market are IBM (US), Microsoft (US), Google (US), AWS (US), HPE (US), GAVS Technologies (US), DataRobot (US), Cloudera (US), Alteryx (US), Domino Data Lab (US), Valohai (US), H2O.ai (US), MLflow (Netherlands), Neptune.ai (Europe), Comet (US), SparkCognition (US), Hopsworks (Europe), Datatron (US), Weights & Biases (US), Katonic.ai (Australia), Modzy (US), Iguazio (Israel), Teliolabs (US), ClearML (Israel), Akira.AI (India), and Blaize (US). These players have adopted various growth strategies, such as partnerships, agreements and collaborations, new product launches and product enhancements, and acquisitions, to expand their footprint in the MLOps market.
The Edge AI software market size is projected to reach USD 3.1 billion by 2027, at a compound annual growth rate (CAGR) of 28.9% during the forecast period. The Edge AI software and service providers have implemented various types of organic and inorganic growth strategies, such as new product launches, product upgradations, partnerships, and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. Some major players in the Edge AI Software market include Microsoft (US), IBM (US), Google (US), AWS (US), Nutanix (US), Synaptics (US), TIBCO (US), Octonion (Switzerland), Imagimob (Sweden), Anagog (Israel), Veea (US), Gorilla Technology (China), Foghorn Systems (Ireland), Azion (US), Bragi (Germany), Tact.ai (US), SixSq (Geneva), Clearblade (US), Alef Edge (US), Adapdix (US), byteLAKE (Poland), Reality AI (US), Deci (Israel), Edgeworx (US), Swim (US), Invision AI (Canada), Horizon Robotics (China), Kneron (US), and DeepBrainz (India).
The Automation COE Market size is projected to reach USD 1.5 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 36.9% during the forecast period. Some major players in the automation CoE market include SS&C Blue Prism (UK), UiPath (US), Automation Anywhere (US), NICE (Israel), Digital Workforce (Finland), HelpSystems (US), Ctrl365 (Argentina), FASTPATH (Netherlands), ElectroNeek (US), AnyRobot (US), Roboyo (Germany), Nintex (US), Chazey Partners (US), Smartbridge (US), Blueprint (US), Robocloud (UK), Verint (US), Appian (US), Cigniti (India), Innominds (US), TestingXperts (US), KiwiQA (Australia), Calidad Infotech (India), CIGNEX (US), ChoiceWORX (US), and XenonStack (US).
The global data pipeline tools market is projected to reach USD 17.6 billion by 2027, at a CAGR of 20.3% during the forecast period. Major vendors in the global Data pipeline tools market Google (US), IBM (US), AWS (US), Oracle (US), Microsoft (US), SAP SE (Germany), Actian (US), Software AG (Germany), Denodo Technologies (US), Snowflake (US), Adeptia (US), SnapLogic (US), K2View (US), Precisely (US), Tibco (US), TapClicks (US), Talend (US), Rivery.io (US), Alteryx (US), Informatica (US), Qlik (US), Hitachi Vantara (US), Hevodata (US), Gathr (US), Confluent (US), Estuary Flow (US), Blendo (US), Integrate.io (US), and Fivetran (US).
The global multichannel order management market size is projected to reach USD 4.2 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 9.4% during the forecast period. Some of the major multichannel order management market vendors are IBM (US), Oracle (US), SAP (Germany), Salesforce (US), HCL Technologies (India), Zoho (India), Brightpearl (US), Square (US), Selro (England), Linnworks (England), Vinculum (India), Freestyle Solutions (US), Aptean (US), Etail Solutions (US), SellerActive (US), Delhivery (India), Cloud Commerce Pro (England), QuickBooks Commerce (India), Unicommerce (India), SalesWarp (US), Contalog (India), Browntape (India), Appian(US).
The NLP in healthcare and life sciences market size is projected to reach USD 7.2 billion by 2027, at a CAGR of 27.1% during the forecast period. Some major players in the NLP in healthcare and life sciences market include IBM (US), Microsoft (US), Google (US), AWS (US), IQVIA (US), Oracle (US), Inovalon(US), Dolbey (US), Averbis (Germany), SAS Institute (US), Press Ganey (US), Ellipsis Health (US), Health Fidelity (US), Centene (US), Caption Health (US), Clinithink (US), HPE (US), Oncora Medical (US), Flatiron Health (US), Apixio (US), Forsee Medical (US), Gnani.ai (India), Notable (US), Biofourmis (US), Suki (US), Wave Health Technologies (US), Corti (Denmark), CloudMedx (US), MedlnReal (US), Emtelligent (US).
The global Intelligent Document Processing market size is projected to reach USD 5.2 billion in 2027, at a Compound Annual Growth Rate (CAGR) of 37.5% during the forecast period. Major vendors operating in the intelligent document processing vendors include ABBY (US), IBM (US), Kofax (US), WorkFusion (US), Automation Anywhere (US), Appian (US), UiPath (US), Datamatics (India), Deloitte (England), AntWorks (Singapore), Parascript (US), HyperScience (US), OpenText (Canada), Hyland (US), Extract Systems (US), Infrrd (US), Celaton (UK), HCL Technologies (India), Kodak Alaris (UK), Rossum (UK), InData Labs (Belarus), Ephesoft (US), IRIS (Europe), Evolution AI (England), BIS (US), and AmyGB (India), Acodis (Switzerland), Ocrolus (US), Hive (California), Hypatos (Germany), and IN-D (Singapore).
The natural language processing (NLP) market USD 49.4 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 25.7% during the forecast period. Some major players in the NLP market include IBM (US), Microsoft (US), Google (US), AWS (US), Meta (US), 3M (US), Baidu (China), Apple (US), SAS Institute (US), IQVIA (UK), Oracle (US), Inbenta (US), Health Fidelity (US), LivePerson (US), SoundHound (US), MindMeld (US), Veritone (US), Dolbey (US), Automated Insights (US), Bitext (US), Conversica (US), Addepto (US), RaGaVeRa (India), Observe.ai (US), Eigen (US), Gnani.ai (India), Crayon Data (Singapore), Narrativa (US), deepset (US), Ellipsis Health (US), and DheeYantra (US).
The global risk analytics market size is projected to reach USD 70.5 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 12.4% during the forecast period. Major vendors in the global risk analytics market include IBM (US), SAP (Germany), SAS (US), Oracle (US), FIS (US), Moody’s Analytics (US), Verisk Analytics (US), Alteryx (US), AxiomSL (US), Gurucul (US), Provenir (US), BRIDGEi2i (India), Recorded Future (US), AcadiaSoft (US), Qlik (US), DataFactZ (US), CubeLogic Limited (UK), Risk Edge Solutions (India), Equarius Risk Analytics (US), Quantifi (US), Actify Data Labs (India), Amlgo Labs (India), Zesty.ai (US), Artivatic (India), Artivatic (US), RiskVille (Ireland), Quantexa (UK), Spin Analytics (UK), Kyvos Insights (US), Imply (US).
The global RPA and Hyperautomation market is expected to grow from USD 9.2 billion in 2022 to USD 26.0 billion by 2027, at a compound annual growth rate (CAGR) of 23.1% during the forecast period.The Key players IBM (US), Microsoft (US), SAP (Germany), Alteryx (US), Appian (US), Juniper Networks (US), NICE (Israel), Zendesk (US), Pegasystems (US), Automation Anywhere (US), UiPath (US), ProcessMaker (US), SolveXia (Australia), PagerDuty (US), Celonis (US), Blue Prism (UK), Laserfiche (US), akaBot (Vietnam), HelpSystems (US), Decisions (US), Datamatics (US), Quale Infotech (India), Laiye (China), Rocketbot (Chile), ElectroNeek (US), Automate.io (US), AutomationEdge (US), Techforce.ai (US), Turbotic (Sweden), Simple Fractal (US), and G1ANT (England).
The master data management market size is expected to reach USD 34.5 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 15.7% during the forecast period. The MDM players have implemented various types of organic and inorganic growth strategies, such as new product launches, product upgradations, partnerships and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. The major players in the master data management market include IBM (US), Oracle (US), SAP (Germany), SAS (US), TIBCO Software (US), Informatica (US), Talend (US), Cloudera (US), Riversand (US), Broadcom (US), Ataccama (Canada), Stibo Systems (Denmark) and Teradata (US).
The automatic content recognition market is projected to reach USD 4.9 billion by 2027, at a CAGR of 16.8% during the forecast period. The major vendors in the global Automatic content recognition market include IBM (US), Microsoft (US), Google (US), Digimarc (US), Apple (US), Nuance Communications (US), ArcSoft (US), ACRCloud (China), Audible Magic (US), KT Corporation (South Korea), Kudelski Group (Switzerland), Gracenote (US), VoiceInteraction (Portugal), VoiceBase (US), Vobile (US), mufin GMBH (Germany), Beatgrid Media BV (Netherlands), Clarifai (US), DataScouting (Greece), ivitec (Germany), Viscovery Pte Ltd (Taiwan), Zapr Media Labs (India), Valossa (Finland), SenseTime (China), Verbit (US), Megvii (China), and SambaTV (US).
The global Call Center AI Market size is projected to reach USD 4.1 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 21.3% during the forecast period. IBM (US), Microsoft (US), Oracle (US), AWS (US), SAP (Germany), Google (US), Avaya (US), NICE (Israel), Nuance Communications (US), Genesys (US), 8x8 (US), Artificial Solutions (Sweden), Zendesk (US), Five9 (US), RingCentral (US), Talkdesk (US), Dialpad (US), Twilio (US), Kore.ai (US), Inbenta (US), Creative Virtual (UK), Haptik (India), Rulai (US), Pypestream (US), Avaamo (US), Senseforth.ai (US), Observe.AI (US), Yellow.ai (US), Ultimate.ai (Germany), and Cognigy (Germany).
The contact center analytics market size is projected to reach USD 2.9 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 11.7% during the forecast period. The contact center analytics players have implemented various types of organic and inorganic growth strategies, such as new product launches, product upgradations, partnerships and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. The major players in the contact center analytics market include Cisco (US), Genpact (US), SAP (Germany), Oracle (US), Avaya (US), NICE (US), 8x8 (US), Five9 (US), Talkdesk (US), CallMiner (US), Servion Global Solutions (US), Genesys (US), VirtualPBX (US), ChaseData (US), and Broadvoice (US).
As per AS-IS scenario, the global federated learning market size is projected to reach worth $210 million by 2028, at a Compound Annual Growth Rate (CAGR) of 10.6% during the forecast period. The federated learning solutions vendors have implemented various types of organic as well as inorganic growth strategies, such as new product launches, product upgradations, partnerships and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. The major vendors in the global federated learning solutions market include NVIDIA (US), Cloudera (US), IBM (US), Microsoft (US), Google (US), Intel(US), Owkin(US), Intellegens(UK), Edge Delta(US), Enveil(US), Lifebit(UK), DataFleets(US), Secure AI Labs(US), and Sherpa.AI(Spain).
The Augmented intelligence market size is projected to reach USD 54.7 billion in 2027, at a Compound Annual Growth Rate (CAGR) of 25.1% during the forecast period. The major vendors in the global Augmented Intelligence market include AWS (US), Microsoft (US), Salesforce (US), SAP (Germany), IBM (US), SAS (US), CognitiveScale (US), QlikTech International AB (US), TIBCO (US), Google (US), MicroStrategy (US), Sisense (US), NEORIS (US), Dataiku (US), Cosmo Tech (France), Jumio (US), Lucidworks (US), Squirro AG (US), DataRobot (US), Tellius (US), EazyML (US), Stradigi AI (US), Aible (US), Pecan.ai (Israel), CausaLens (US), BioXplor (US), Pryon (US), Augmented Intelligence (US), Bondi Labs (Australia), and binah.ai (US).
The Data Science Platform market size is projected to reach USD 322.9 billion in 2026, at a Compound Annual Growth Rate (CAGR) of 27.7% during the forecast period. Major Data Science Platform vendors include IBM(US), Google(US), Microsoft(US), SAS(US), AWS(US), MathWorks (US), Cloudera (US), Teradata (US), TIBCO (US), Alteryx (US), RapidMiner (US), Databricks (US), Snowflake (US), H2O.ai (US), Altair (US), Anaconda (US), SAP (US), Domino Data Lab (US), Dataiku (US), DataRobot (US), Apheris (Germany), Comet (US), Databand (US), dotData (US), Explorium (US), Noogata (US), Tecton (US), Spell (US), Arrikto (US), and Iterative (US). These market players have adopted various growth strategies, such as partnerships, collaborations, and new product launches, to expand have been the most adopted strategies by major players from 2018 to 2022, which helped companies innovate their offerings and broaden their customer base.
The sports analytics market size is projected to grow from USD 2.5 billion in 2021 to USD 8.4 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 27.3% during the forecast period.
The predictive maintenance market is expected to grow from USD 4.2 billion in 2021 to USD 15.9 billion by 2026, at a CAGR of 30.6% during the forecast period. The major vendors in the global predictive maintenance market include Microsoft(US), IBM(US), SAP(Germany), SAS Institute (US), Software AG (Germany), TIBCO Software (US), HPE (US), Altair (US), Splunk (US), Oracle (US), Google (US), AWS (US), GE (US), Schneider Electric (France), Hitachi (Japan), and PTC (US).
The advanced analytics market size is projected to reach USD 89.8 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 21.6% during the forecast period. IBM (US), Oracle (US), SAS Institute (US), SAP (Germany), FICO (US), KNIME (Switzerland), Microsoft (US), Altair (US), RapidMiner (US), AWS (US), Salesforce (US), TIBCO Software (US), Alteryx (US), Teradata (US), Adobe (US), Absolutdata (US), Moody’s Analytics (US), Qlik (US), Databricks (US), Dataiku (US), Kinetica (US), H2O.ai (US), Domino Data Lab (US), DataRobot (US), DataChat (US), Imply (US), Promethium (US), Siren (Ireland), Tellius (US), SOTA Solutions (Germany), and Vanti Analytics (Israel).
The Big Data market size is projected to reach USD 273.4 billion in 2026, at a Compound Annual Growth Rate (CAGR) of 11.0% during the forecast period. Major Big Data vendors include IBM(US), Google(US), Oracle(US), Microsoft(US), SAS(US), SAP(Germany), Alteryx(US), TIBCO(US), Cloudera(US), Teradata(US), AWS(US), Informatica(US), Sisense(US), Salesforce(US), HPE(US), Qlik(US), Splunk(US), VMware(US), Accenture(Ireland), Ataccama(Canada), COGITO(US), Centerfield(US), RIB datapine(Berlin), Fusionex(Malaysia), BigPanda(US), Bigeye(US), Imply(US), Rivery(US), YugabyteDB (US), Airbyte(US), Cardagraph(US), Firebolt(US), Syncari(US).These market players have adopted various growth strategies, such as partnerships, collaborations, and new product launches, to expand have been the most adopted strategies by major players from 2018 to 2022, which helped companies innovate their offerings and broaden their customer base.
The geospatial imagery analytics market is projected to reach USD 37.5 billion by 2026, at a CAGR of 32.8% during the forecast period. Major vendors in the global Geospatial imagery analytics market Google (US), Microsoft (US), Oracle (US), L3Harris Corporation (US), Hexagon AB (Sweden), ESRI (US), TomTom (Netherlands), Trimble (US), Alteryx (US), RMSI (India), Maxar Technologies (US), Ola (India), Planet Labs (US), Orbital Insight (US), UrtheCast (Canada), Geocento (UK), Sparkgeo (Canada), Mapidea (Portugal), ZillionInfo (US), Geospin (Germany), OneView (Israel), Boston Geospatial (US), SafeGraph (US), Hydrosat (US), GeoVerra (Canada), and Slingshot Aerospace (US).
The procurement analytics market size is projected to reach USD 8.0 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 25.3% during the forecast period. The procurement analytics market size to grow from USD 2.6 billion in 2021 to USD 8.0 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 25.3% during the forecast period.
The field activity management market is expected to grow from USD 1.0 billion in 2021 to USD 2.2 billion by 2026, at a CAGR of 16.4% during the forecast period. The key and emerging market players in the field activity management market include ESRI (US), SAP (Germany), Fielda (US), Fulcrum (US), ProntoForms (Canada), OnSource (US), SafetyCulture (Australia), Field Safe Solutions (Canada), GoCanvas (US), Repsly (US), Fieldwire (UK), FieldEZ (India), FastField (US), MobileLogix (US), Corrata (Ireland), Thundermaps (New Zealand), Logistrics Services (Canada), Bentley Systems (US), Webuild (Australia), Smart Service (US), Device Magic (US), Forms On Fire (US). These players have adopted several organic and inorganic growth strategies, including new product launches, partnerships and collaborations, and acquisitions, to expand their offerings and market shares in the global field activity management market.
The streaming analytics size is projected to reach USD 50.1 billion in 2026, at a Compound Annual Growth Rate (CAGR) of 26.5% during the forecast period. Major Streaming analytics vendors include IBM(US), Google(US), Oracle(US), Microsoft(US), SAS(US), SAP(Germany), Cloudera (US), Teradata(US), TIBCO(US), AWS (US), Software AG (Germany), Informatica (US), Impetus (US), HPE (US), Intel (US), Iguazio (Israel), Conviva(US), Axonize (Israel), Adobe (US), Altair (US), Mphasis (India), Striim(US), INTECO (Canada), WSO2(US), SQLstream (US), EsperTech (US), Materialize (US), StarTree(US), Crosser (Sweden), Quix (UK), Lenses(UK), BangDB(India), Imply(US), Coralogix(US), Ververica (US), StreamSets (US).These market players have adopted various growth strategies, such as partnerships, collaborations, and new product launches, to expand have been the most adopted strategies by major players from 2019 to 2021, which helped companies innovate their offerings and broaden their customer base.
The global Speech-to-text API market size is expected to reach USD 5.4 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 19.2% during the forecast period. The global Speech-to-text API market size to grow from USD 2.2 billion in 2021 to USD 5.4 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 19.2% during the forecast period.
The data integration market size is expected to reach USD 19.6 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 11.0% during the forecast period. The major vendors in the global data integration market include IBM(US), Microsoft(US), SAP(Germany), Oracle(US), SAS Institute(US), Talend(US), Informatica(US), Precisely(US), Software AG(Germany), Salesforce(US), Qlik(US), and Tibco(US).
The social media analytics market size is projected to reach 9.3 USD billion in 2026, at a Compound Annual Growth Rate (CAGR) of 24.0% during the forecast period. Major social media analytics vendors include IBM (US), Google (US), Oracle (US), Salesforce (US), Adobe (US), SAS (US), Clarabridge (US), NetbaseQuid(US), Digimind (France), Talkwalker (Luxembourg), Hootsuite (Canada), GoodData (US), Meltwater (US), Khoros (US), SproutSocial (US), CISION (US), BRAND24 (US), Storender (Uk), RivalIQ(US), Quintly (Germany), Socialbakers (Czech Republic), Awario (Belarus), Oktopost (Israel), Simplify360 (India), Frrole (US), Mavsocial (US), Heuritech (France), Mnemonic AI (US), Konnect Insights (India). These market players have adopted various growth strategies, such as partnerships, collaborations, and new product launches, to expand have been the most adopted strategies by major players from 2019 to 2021, which helped companies innovate their offerings and broaden their customer base.
The prescriptive analytics market size is projected to reach USD 14.3 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 24.0% during the forecast period. The major vendors in the global prescriptive analytics market include IBM (US), Microsoft (US), Salesforce (US), SAP (Germany), SAS Institute (US), Talend (US), FICO (US), Ayata (US), Altair (US), Alteryx (US), TIBCO (US), Sisense(US) Happiest Minds (India), Zebra (England), Infor (US), RapidMiner (US), Logi Analytics (US), Qlik (US), River Logic (US), Frontline Systems (US), Netformx (US), Mitek Analytics (France), and Panorat.IO (US).
The predictive analytics market is expected to grow from USD 10.5 billion in 2021 to USD 28.1 billion by 2026, at a CAGR of 21.7% during the forecast period. Major vendors in the global Predictive Analytics market IBM (US), Microsoft (US), Oracle (US), SAP (Germany), SAS Institute (US), Google (US), Salesforce (US), AWS (US), HPE (US), Teradata (US), Alteryx (US), FICO (US), Altair (US), Domo (US), Cloudera (US), Board International (Switzerland), TIBCO Software (US), Hitachi Vantara (US), Qlik (US), Happiest Minds (India), Dataiku (US), RapidMiner (US), Biofourmis (US), In-med Prognostics (India), Aito.Ai (Finland), Symend (US), Onward Health (India), Unioncrate (US), CyberLabs (Brazil), Actify Data Labs (India), Amlgo Labs (India), and Verimos (US).
The global Virtual Data Room market size is expected to reach USD 3.2 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 14.5% during the forecast period. Major vendors in the global Virtual Data Room market Citrix Systems (US), SS&C Intralinks (US), Axway (US), Donnelley Financial Solutions (US), Thomson Reuters (Canada), Datasite (US), iDeals Solutions (China), Drooms (Germany), EthosData (India), SecureDocs (US), Diligent Corporation (US), Ansarada (Australia), SmartRoom (US), CapLinked (US), Vault Rooms (US), Vitrium Systems (Canada), Onehub (US), ShareVault (US), FORDATA (Poland), Digify (Singapore), FirmsData (India), Confiex Data Room (India), PactCentral (US), kamzan (Italy), bit.ai (US), DocuFirst (US), DCirrus (India), and Kasm Technologies (US).
The global Cloud Data Warehouse market is expected to grow from USD 4.7 billion in 2021 to USD 12.9 billion by 2026, at a compound annual growth rate (CAGR) of 22.3% during the forecast period.The key players AWS(US), IBM(US), Microsoft(US), Google(US), Oracle(US), SAP(Germany), Snowflake(US), Micro Focus(UK), Teradata(US), 1010Data(US), Cloudera(US), Pivotal(US), Yellowbrick(US), Veeva Systems(US), Actian(US), Marklogic(US), Netavis Software(Austria), Solver(US), Accur8 Software(US), AtScale(US), Panoply(US), SingleStore(US), and Transwarp(China)
The global marine and marine management software market size is projected to reach USD 2.9 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 11.2% during the forecast period. Major vendors in the global marine and marine management software market Oracle (US), ABB (Switzerland), DockMaster (US), Marina Master (Slovenia), Marinacloud (Croatia), Lloyd's Register (UK), TIMEZERO (France), Scribble Software (US), MarineCFO (US), Chetu (US), MESPAS (Switzerland), Dockwa (US), Swell Advantage (Canada), Marina Ahoy (Estonia), Harba (Denmark), Harbour Assist (UK), Havenstar (England), Gestalt Systems (Germany), Seahub (US), BlueShell (Switzerland), Raymarine (UK), Ayden Marine (Turkey), OceanManager (US), Innovez One (Singapore), RMS (Australia), Nautical Software (US), and CorVant (US).
The Product Analytics Market is expected to grow from USD 9.6 billion in 2021 to USD 25.3 billion by 2026, at a CAGR of 21.3% during the forecast period. Major vendors in the global product analytics market Google (US), IBM (US), Oracle (US), Adobe (US), Salesforce (US), Medallia (US), Veritone (US), LatentView Analytics (US), Mixpanel (US), Amplitude (US), Pendo (US), Kissmetrics (US), Gainsight (US), UserIQ (US), Copper CRM (US), Countly (UK), Heap (US), Plytix (Denmark), Risk Edge Solutions (India), Woopra (US), Piwik PRO (Poland), Smartlook (Czech Republic), LogRocket (US), Auryc (US), Quantum Metric (US), cux.io (Germany), Refiner (France), InnerTrends (England), GrowthSimple (US), OmniPanel (US), and Productlift (Canada).
The Data Visualization Tools Market is expected to grow from USD 5.9 billion in 2021 to USD 10.2 billion by 2026, at a CAGR of 11.6% during the forecast period. Major vendors in the global data visualization tools market include include include Salesforce (US), SAP (Germany), Microsoft (US), Oracle (US), IBM (US), AWS (US), Sisense (US), Alteryx (US), SAS Institute (US), Alibaba Cloud (China), Dundas (Canada), TIBCO Software (US), Qlik (US), GoodData (US), Domo (US), Klipfolio (Canada), Datafay (US), Zegami (England), Live Earth (US), Reeport (France), Cluvio (Germany), Whatagraph (The Netherlands), Databox (US), Datapine (Germany), Toucan Toco (France), and Chord (US).