The State of Machine Intelligence,  ENTERPRISE INTELLIGENCE MACHINE LEARNING TECHNOLOGY STACK AUDIO INTERNAL DATA MARKET SENSOR VISUAL AGENTS AND CONVERSATIONAL INTERFACES Capio Alation* Bottlenose Alluvium Algocian AGENT ENABLERS Clover Intelligence Arimo* CB Insights C3 IoT Captricity Automat Kasisto OpenAI Gym Expect Labs Cycorp DataFox GE Predix Clarifai KITT.AI Semantic Gridspace* Digital Enigma Imubit Cortica CommAI Maluuba Machines Reasoning Mobvoi Mattermark KONUX Deepomatic Howdy* Octane AI Nexidia IBM Watson Kyndi Predata Maana DeepVision Pop Up Archive* Outlier Premise Planet OS Netra DATA SCIENCE Quirious Palantir Quid Preferred Networks Orbital Insight* Primer Ayasdi Domino Seldon TalkIQ Tracxn Sentenai Planet Data Lab* Twilio Sapho* ThingWorx Spaceknow BigML SparkBeyond Kaggle* Uptake Dataiku Yhat DataRobot RapidMiner Yseop ENTERPRISE FUNCTIONS CUSTOMER MARKETING RECRUITING SALES/FINANCE SECURITY MACHINE LEARNING SUPPORT AirPR Entelo 6sense Cylance Bonsai deepsense.io minds.ai ActionIQ BrightFunnel* Gigster* AppZen Darktrace CognitiveScale Geometric Nara Logics Clarabridge CogniCor HiQ Aviso* Deep Instinct Context Intelligence Reactive DigitalGenius* Lattice HireVue Clari Demisto Relevant* H2O.ai Scaled Inference Eloquent Labs LiftIgniter SpringRole Collective[i] Drawbridge Cycorp HyperScience Kasisto Networks* Skymind Mintigo Textio* Fusemachines Datacratic Loop AI Labs Preact msg.ai Unitive InsideSales Graphistry* SparkCognition Wise.io Persado Wade & Wendy Salesforce LeapYear Zendesk Radius Einstein SentinelOne NATURAL LANGUAGE Zensight* SignalSense Retention Science Agolo Lexalytics MonkeyLearn Zimperium AYLIEN Loop AI Labs Narrative Cortical.io Luminoso Science AUTONOMOUS SYSTEMS AGENTS spaCy AERIAL GROUND INDUSTRIAL PERSONAL PROFESSIONAL Airware AdasWorks Clearpath Robotics Alexa Alien Labs DEVELOPMENT DJI Auro Robotics Fetch Robotics Apple Siri Butter.ai AnOdot Kite SigOpt DroneDeploy comma.ai Harvest Google Now/ Clara Bonsai Layer 6 AI SignifAI Lily Drive.ai Automation Allo SkipFlag Fuzzy.ai Lobe.ai Pilot AI Labs Google Jaybridge Facebook M Slack Robotics Shield AI* Mobileye Microsoft Sudo Hyperopt Rainforest Kindred* Cortana Skycatch nuTonomy Talla Osaro Replika Skydio Tesla x.ai DATA CAPTURE AND ENRICHMENT Rethink Uber Robotics Zoom.ai Amazon DataSift Paxata Zoox Mechanical Turk Di ot* Trifacta CrowdAI Enigma WorkFusion CrowdFlower INDUSTRIES Import.io Datalogue AGRICULTURE EDUCATION INVESTMENT LEGAL MATERIALS Abundant Robotics AltSchool FINANCE Beagle MANUFACTURING AgriData Content AlphaSense Blue J Legal Calculario OPEN SOURCE LIBRARIES Blue River Technologies (CTI) Bloomberg Everlaw Citrine Informatics Amazon DeepLearning4j Nervana Neon DSSTNE Technology Coursera Cerebellum Capital Legal Robot Eigen Innovations H2O.ai scikit-learn Descartes Labs Gradescope* Dataminr Ravel Law Ginkgo Bioworks Apache Spark Keras TensorFlow Mavrx* Knewton iSentium Sight Machine MLlib ROSS Microsoft Theano Pivot Bio Volley Kensho Intelligence Zymergen Baidu PaddlePaddle Azure ML Torch7 TerrAvion Quandl Seal Microsoft CNTK Trace Genomics Sentient Caffe Weka Microsoft DMTK Tule* Chainer UDIO MXNet HEALTH CARE RETAIL TRANSPORTATION BIOLOGICAL DATA PATIENT DATA IMAGE DATA HARDWARE FINANCE LOGISTICS Atomwise Atomwise Scan  Labs KNUPATH Qualcomm Affirm Acerta Color Genomics CareSkore Arterys Cadence Intel (Nervana) Tenstorrent Betterment ClearMetal Deep Genomics* Deep6 Analytics Bay Labs Tensilica Isocline Earnest Marble Grail IBM Watson Butterfly Cirrascale NVIDIA Lendo NAUTO iCarbonX Health Network Google TPU DGX-1/Titan X Mirador PitStop Luminist Numerate Enlitic Tala (a Preteckt Numerate Oncora Medical Google DeepMind InVenture) RESEARCH Routific Recursion pulseData Imagia Wealthfront Pharmaceuticals Sentrian Cogitai NNAISENSE Vicarious ZestFinance Verily Zephyr Health Kimera Whole Biome Knoggin OpenAI

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