The team here at insideAI News is deeply entrenched in following the big data ecosystem of companies from around the globe. We’re in close contact with most of the firms making waves in the technology areas of big data, data science, machine learning, AI and deep learning. Our in-box is filled each day with new announcements, commentaries, and insights about what’s driving the success of our industry so we’re in a unique position to publish our quarterly IMPACT 50 List of the most important movers and shakers in our industry. These companies have proven their relevance by the way they’re impacting the enterprise through leading edge products and services. We’re happy to publish this evolving list of the industry’s most impactful companies!
The selected companies come from our massive data set of vendors and industry metrics. We use machine learning to analyze the industry in a detailed manner to determine an optimized ranking for this list. We’re using a custom RankBoost algorithm adapted specifically for the big data community along with a plethora of public and proprietary data sources. The rankings include an indicator for upward movement in the list and also for companies newly added.
If you’re part of a company that you feel is “impactful” in some critical way please contact us to be added to our database in order to be considered for this list. Companies on the list exhibit technology leadership, strength of offering, proven innovation, positivity of message, quality perception in the enterprise, intensity and frequency of social media buzz, high profile of members of the C-suite, and in the case of public companies: positive financial indicators and stock price, and so much more!
IMPACT 50 LIST for Q2 2022 (in order of the most impactful)
#1 Google AI [NASDAQ: GOOGL]
#2 Amazon Web Services – Cloud based machine learning, database, container, and storage [NASDAQ: AMZN]
#3 NVIDIA – Inventor of the GPU for AI workloads [NASDAQ: NVDA] [+1]
#4 HPE [NYSE: HPE] [+1]
#5 Intel AI – Harnessing silicon designed specifically for AI [NASDAQ: INTC] [+2]
#6 Microsoft AI [NASDAQ: MSFT] [+1]
#7 OpenAI – AI research laboratory [+7]
#8 H2O.ai – Open Source Data Science and Machine Learning Platform
#9 Databricks – Unified analytics platform
#10 Dell Technologies [NYSE: DELL]
#11 DataRobot – Automated Machine Learning
#12 Domino Data Lab – Data Science Platform
#13 Teradata [NYSE: TDC]
#14 Qlik – Data Analytics and Data Integration [+1]
#15 Snowflake – Cloud Enterprise Data Warehouse [NYSE: SNOW] [+3]
#16 SAS – Analytics, BI, and data management [+1]
#17 Neo4j – Graph database [+2]
#18 TigerGraph – Graph database and analytics platform
#19 Salesforce Einstein AI – Smart CRM assistant [NYSE: CRM]
#20 Cloudera– Enterprise scale analytics platform [+2]
#21 Anaconda – Python Data Science Platform
#22 TIBCO – Integration, analytics and event-processing software [+3]
#23 Kinetica – The Database for Time & Space
#24 HEAVY.AI – Massively accelerated analytics and data science [+4]
#25 MongoDB – Cross-platform document-oriented NoSQL database [NASDAQ: MDB] [+1]
#26 Kaskada – End-to-end platform for feature engineering and feature serving [+1]
#27 Dremio – Data-as-a-Service platform
#28 DataDirect Networks – AI and Deep Learning Storage [+1]
#29 Neural Magic – No hardware AI, GPU speeds without GPUs [+9]
#30 StreamSets – Where DevOps meets data integration [+1]
#31 Fiddler Labs – Explainable AI
#32 Diveplane – AI explainable, auditable, editable
#33 SQream – SQL GPU data warehouse
#34 Verta – AL and ML deployment & operations for data science teams
#35 Alteryx – Self-service analytics, data science, data wrangling tools [NYSE: AYX] NEW
#36 Esri – GIS mapping software
#37 Tecton – Data platform for machine learning
#38 Pinecone – Vector database for ML applications [+1]
#39 Couchbase – NoSQL cloud database service [NASDAQ: BASE]
#40 Deeplite – AI-driven DNN optimizer
#41 ModelOp – Scale and govern enterprise AI
#42 Plotly – The front-end for ML and data science models [+3]
#43 Neuton – AutoML – no-code AI [+1]
#44 C3.ai – Enterprise AI [NYSE: AI] NEW
#45 WANdisco – Distributed computing specialists
#46 Molecula – Feature store [+2]
#47 Matillion – ETL software for cloud data warehouses
#48 Comet– Self-hosted and cloud-based meta machine learning platform
#49 MariaDB – Enterprise open source database
#50 Starburst – Analytics engine for data mesh
HONORABLE MENTION – 59 companies (in alphabetical order):
Actable AI – No-code data analytics with deep learning
Ahana – Ahana cloud for Presto
Alegion – Data labeling platform
Allen Institute for AI (AI2) – AI research and engineering NEW
Alluxio – Open source data orchestration for the cloud
Arize AI – ML observability platform
AtScale – BI & Data & Analytics software
Beyond Limits – Enterprise AI software solutions
Brytlyt – GPU accelerated analytics platform
causaLens – A machine that predicts the global economy in real-time
Cazena – Instant AWS data lake
Chatterbox Labs – AI model insights for trustworthy & fair AI
Cockroach Labs – Builders of CockroachDB
Coiled – Python for data science on the cloud with Dask NEW
Cortical.io – Natural language understanding
Coursera – Massive open online course (MOOC) provider
DataKitchen – Enterprise DataOps platform
Dataloop – Image and video annotation
DarwinAI – “AI Building AI” technology
Deci – Deep learning platform
Deepgram – Speech recognition
Digitate – AIOps
Exasol– In-memory analytic database
Faktion – Operationalize AI
Fero Labs – Using machine learning to optimize factory production
Gigaspaces – In-memory data platform
Graviti – Data platform to accelerate AI and ML
GridGain – In-memory computing platform
Guavus – Real-time big data analytics
Gurobi Optimization – Mathematical optimization solver
Hailo – Specialized deep learning processor for edge devices
Hypergiant – Hyperdrive data science platform NEW
Iguazio– Data science platform
Intuition Machines – Deep learning and visual domain machine learning at scale
Kyligence – Intelligent data cloud
Kyndi – Explainable AI platform
Lightmatter – Photonic computing
Logical Clocks AB – Feature engineering for MLOps
Loop AI Labs – Cognitive computing
Mipsology – FPGA machine learning
MOSTLY AI – Synthetic data NEW
Natural Intelligence – Pattern based neuromorphic computing
NetApp – Accelerated AI data pipelines
Obviously AI – Data science without code
OctoML – Deploy machine learning models
Peltarion – Deep learning cloud platform
Perceive – Ergo edge inference processor
Prophecy – Low code data engineering
Pure Storage Data storage solutions [NYSE: PSTG]
Qeexo – AutoML at the Edge
Qumulo – Scale-out storage
Rulex – Explainable AI platform
Run:AI – Platform for AI virtualization and orchestration
Sigmoid – Real-time data analytics
Spell – ML and DL platform
Striim – Real-time data integration
Toucan Taco – Data storytelling platform
Truera – Model intelligence platform
Yellowbrick – Data warehouse for hybrid and multi-cloud environments
Contributed by Daniel D. Gutierrez, Editor-in-Chief and Resident Data Scientist of insideAI News. In addition to being a tech journalist, Daniel also is a practicing data scientist, author, educator and sits on a number of advisory boards for various start-up companies.
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