The team here at insideAI News is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe. We’re in close contact with the movers and shakers 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. 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 rapidly evolving list of the industry’s most impactful companies!
The selected companies come from our massive data set of vendors and associated industry metrics. We use machine learning to analyze the industry to determine an optimized ranking for this list. We’re using a custom RankBoost algorithm adapted specifically for the big data community along with an expanding group of public and proprietary data sources. The rankings include an indicator for upward movement in the list and also for companies newly added.
Companies (along with their subsidiaries) on the list exhibit technology leadership, strength of offering, proven innovation, positivity of message, quality perception by the enterprise community, sentiment 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, plus so much more!
IMPACT 50 LIST for Q3 2022 (in order of the most impactful)
#1 Google AI [NASDAQ: GOOGL]
#2 NVIDIA – Inventor of the GPU for AI workloads [NASDAQ: NVDA] [+1]
#3 Amazon Web Services – Cloud based machine learning, database, container, and storage [NASDAQ: AMZN]
#4 Intel AI – Harnessing silicon designed specifically for AI [NASDAQ: INTC] [+1]
#5 OpenAI – AI research laboratory [+2]
#6 Microsoft AI [NASDAQ: MSFT]
#7 DataRobot – Automated Machine Learning [+4]
#8 H2O.ai – Open Source Data Science and Machine Learning Platform
#9 Databricks – Unified analytics platform
#10 Domino Data Lab – Data Science Platform [+2]
#11 HPE [NYSE: HPE]
#12 Dell Technologies [NYSE: DELL]
#13 Teradata [NYSE: TDC]
#14 Snowflake – Cloud Enterprise Data Warehouse [NYSE: SNOW] [+1]
#15 SAS – Analytics, BI, and data management [+1]
#16 Qlik – Data Analytics and Data Integration
#17 TigerGraph – Graph database and analytics platform [+1]
#18 Neo4j – Graph database
#19 Anaconda – Python Data Science Platform [+2]
#20 Cloudera– Enterprise scale analytics platform
#21 TIBCO – Integration, analytics and event-processing software [+1]
#22 Hugging Face – Pre-trained ML models NEW
#23 Kinetica – The Database for Time & Space
#24 HEAVY.AI – Massively accelerated analytics and data science
#25 Kaskada – End-to-end platform for feature engineering and feature serving [+1]
#26 MongoDB – Cross-platform document-oriented NoSQL database [NASDAQ: MDB]
#27 Neural Magic – No hardware AI, GPU speeds without GPUs [+2]
#28 C3.ai – Enterprise AI [NYSE: AI] NEW
#29 Dremio – Data-as-a-Service platform
#30 StreamSets – Where DevOps meets data integration
#31 SQream – SQL GPU data warehouse [+2]
#32 DataDirect Networks – AI and Deep Learning Storage
#33 Fiddler Labs – Explainable AI
#34 Diveplane – AI explainable, auditable, editable
#35 Verta – AI and ML deployment & operations for data science teams
#36 Tecton – Data platform for machine learning [+1]
#37 Alteryx – Self-service analytics, data science, data wrangling tools [NYSE: AYX]
#38 Pinecone – Vector database for ML applications
#39 ModelOp – Scale and govern enterprise AI [+2]
#40 Deeplite – AI-driven DNN optimizer
#41 Allen Institute for AI (AI2) – AI research and engineering NEW
#42 Couchbase – NoSQL cloud database service [NASDAQ: BASE]
#43 Comet– Self-hosted and cloud-based meta machine learning platform [+5]
#44 Esri – GIS mapping software
#45 Neuton – AutoML – no-code AI
#46 Plotly – The front-end for ML and data science models
#47 Dataiku – Everyday AI platform NEW
#48 Molecula – Feature store
#49 Starburst – Analytics engine for data mesh [+1]
#50 Matillion – ETL software for cloud data warehouses
HONORABLE MENTION – 71 companies (in alphabetical order):
Actable AI – No-code data analytics with deep learning
Aerospike – Real-time data platform NEW
Ahana – Ahana cloud for Presto
Alegion – Data labeling platform
Alluxio – Open source data orchestration for the cloud
Anari AI – AI hardware NEW
Arize AI – ML observability platform
AtScale – BI & Data & Analytics software
Baseten – Turn ML models into full-stack apps NEW
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
Cortical.io – Natural language understanding
DataKitchen – Enterprise DataOps platform
Dataloop – Image and video annotation
Datastax – NoSQL database built on Apache Cassandra NEW
DarwinAI – “AI Building AI” technology
Deci – Deep learning platform
Deepgram – Speech recognition
Digitate – AIOps
Elemeno AI – SaaS managed MLOps NEW
Exasol– In-memory analytic database
Faktion – Operationalize AI
Fero Labs – Using machine learning to optimize factory production
Galileo – Data intelligence toolchain for ML developers NEW
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
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
MariaDB – Enterprise open source database
Mipsology – FPGA machine learning
Monte Carlo – Data reliability NEW
MOSTLY AI – Synthetic data
Natural Intelligence – Pattern based neuromorphic computing
NetApp – Accelerated AI data pipelines
Obviously AI – Data science without code
Ocient – Hyperscale data analytics solutions NEW
OctoML – Deploy machine learning models
Peltarion – Deep learning cloud platform
Perceive – Ergo edge inference processor
Predibase – Declarative ML: high performance, low-code NEW
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
Salesforce Einstein AI – Smart CRM assistant [NYSE: CRM]
Sigmoid – Real-time data analytics
Spell – ML and DL platform
Statice – Synthetic data for privacy compliance NEW
Striim – Real-time data integration
Sway AI – Enterprise no-code visual platform NEW
Toucan Taco – Data storytelling platform
Truera – Model intelligence platform
WANdisco – Distributed computing specialists
Yellowbrick – Data warehouse for hybrid and multi-cloud environments
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