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 Q4 2022 (in order of the most impactful)
#1 Google AI [NASDAQ: GOOGL] and DeepMind
#2 NVIDIA – Inventor of the GPU for AI workloads [NASDAQ: NVDA]
#3 Amazon Web Services – Cloud based machine learning, database, container, and storage [NASDAQ: AMZN]
#4 OpenAI – AI research laboratory [+1]
#5 Microsoft AI [NASDAQ: MSFT] [+1]
#6 DataRobot – Automated Machine Learning [+1]
#7 H2O.ai – Open Source Data Science and Machine Learning Platform
#8 Databricks – Unified analytics platform [+1]
#9 Intel AI – Harnessing silicon designed specifically for AI [NASDAQ: INTC]
#10 Snowflake – Cloud Enterprise Data Warehouse [NYSE: SNOW] [+4]
#11 Hugging Face – Pre-trained ML models [+11]
#12 SAS – Analytics, BI, and data management [+3]
#13 Qlik – Data Analytics and Data Integration [+3]
#14 TigerGraph – Graph database and analytics platform [+3]
#15 Neo4j – Graph database platform [+3]
#16 HPE [NYSE: HPE]
#17 Domino Data Lab – Enterprise MLOps Platform
#18 Anaconda – Python Data Science Platform [+1]
#19 Neural Magic – No hardware AI, GPU speeds without GPUs [+8]
#20 Cloudera– Enterprise scale analytics platform
#21 Teradata [NYSE: TDC]
#22 TIBCO – Integration, analytics and event-processing software
#23 Kinetica – The Database for Time & Space
#24 HEAVY.AI – Massively accelerated analytics and data science
#25 Dell Technologies [NYSE: DELL]
#26 Tecton – Data platform for machine learning [+10]
#27 Kaskada – End-to-end platform for feature engineering and feature serving
#28 Allen Institute for AI (AI2) – AI research and engineering [+13]
#29 MongoDB – Cross-platform document-oriented NoSQL database [NASDAQ: MDB]
#30 C3.ai – Enterprise AI [NYSE: AI]
#31 Fiddler Labs – Explainable AI [+3]
#32 Dremio – Data Lakehouse
#33 SQream – SQL GPU data warehouse
#34 Diveplane – AI explainable, auditable, editable
#35 Verta – AI and ML deployment & operations for data science teams
#36 Dataiku – Everyday AI platform [+9]
#37 Pinecone – Vector database for ML applications [+1]
#38 StreamSets – Where DevOps meets data integration
#39 ModelOp – Scale and govern enterprise AI
#40 DataDirect Networks – AI and Deep Learning Storage
#41 Deeplite – AI-driven DNN optimizer
#42 Couchbase – NoSQL cloud database service [NASDAQ: BASE]
#43 Alteryx – Self-service analytics, data science, data wrangling tools [NYSE: AYX]
#44 Comet– Self-hosted and cloud-based meta machine learning platform
#45 Plotly – The front-end for ML and data science models [+1]
#46 Neuton – AutoML – no-code AI
#47 Molecula – Feature store [+1]
#48 Starburst – Analytics engine for data mesh [+1]
#49 Deci – Deep learning platform NEW
#50 Matillion – ETL software for cloud data warehouses
HONORABLE MENTION – 72 companies (in alphabetical order):
Actable AI – No-code data analytics with deep learning
Aerospike – Real-time data platform
Ahana – Ahana cloud for Presto
Alegion – Data labeling platform
Alluxio – Open source data orchestration for the cloud
Anari AI – AI hardware
Arize AI – ML observability platform
AtScale – BI & Data & Analytics software
Baseten – Turn ML models into full-stack apps
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
DarwinAI – “AI Building AI” technology
Deepgram – Speech recognition
Digitate – AIOps
Elemeno AI – SaaS managed MLOps
Esri – GIS mapping software
Exasol– In-memory analytic database
Faktion – Operationalize AI
Fero Labs – Using machine learning to optimize factory production
Galileo – Data intelligence toolchain for ML developers
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
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
OctoML – Deploy machine learning models
Peltarion – Deep learning cloud platform
Predibase – Declarative ML: high performance, low-code
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]
SambaNova Systems – Enterprise-scale AI platform NEW
Sigmoid – Real-time data analytics
SingleStore – Rea-time distributed SQL database NEW
Spell – ML and DL platform
Statice – Synthetic data for privacy compliance
Striim – Real-time data integration
Sway AI – Enterprise no-code visual platform
Toucan Taco – Data storytelling platform
Truera – Model intelligence platform
Yellowbrick – Data warehouse for hybrid and multi-cloud environments
Zilliz – Vector database for production AI NEW
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