The team here at insideBIGDATA 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 Q1 2023 (in order of the most impactful)
#1 OpenAI – AI research laboratory [+3]
#2 NVIDIA – Inventor of the GPU for AI workloads [NASDAQ: NVDA]
#3 Google AI [NASDAQ: GOOGL] and DeepMind
#4 Amazon Web Services – Cloud based machine learning, database, container, and storage [NASDAQ: AMZN]
#5 Hugging Face – Pre-trained ML models [+6]
#6 H2O.ai – Open Source Data Science and Machine Learning Platform [+1]
#7 Databricks – Unified analytics platform [+1]
#8 Microsoft AI [NASDAQ: MSFT]
#9 Intel AI – Harnessing silicon designed specifically for AI [NASDAQ: INTC]
#10 Neural Magic – Software-delivered AI inference [+9]
#11 Snowflake – Cloud Enterprise Data Warehouse [NYSE: SNOW]
#12 SAS – Analytics, BI, and data management
#13 Qlik – Data Analytics and Data Integration
#14 Neo4j – Graph database platform
#15 Allen Institute for AI (AI2) – AI research and engineering [+13]
#16 TigerGraph – Graph database and analytics platform
#17 Anaconda – Python Data Science Platform [+1]
#18 Domino Data Lab – Enterprise MLOps Platform
#19 HPE [NYSE: HPE]
#20 Cloudera– Enterprise scale analytics platform
#21 Teradata [NYSE: TDC] Enterprise data analytics
#22 Tecton – Data platform for machine learning [+4]
#23 TIBCO – Integration, analytics and event-processing software
#24 Kinetica – The Database for Time & Space
#25 MongoDB – Cross-platform document-oriented NoSQL database [NASDAQ: MDB] [+4]
#26 HEAVY.AI – Massively accelerated analytics and data science
#27 Fiddler Labs – Explainable AI [+4]
#28 Dell Technologies [NYSE: DELL]
#29 Dremio – Data Lakehouse [+3]
#30 Stability AI – Image-generating AI system Stable Diffusion NEW
#31 C3.ai – Enterprise AI [NYSE: AI]
#32 SQream – SQL GPU data warehouse [+1]
#33 Verta – AI and ML deployment & operations for data science teams [+2]
#34 Dataiku – Everyday AI platform [+2]
#35 Diveplane – AI explainable, auditable, editable
#36 StreamSets – Where DevOps meets data integration [+2]
#37 ModelOp – Scale and govern enterprise AI [+2]
#38 Alteryx – Self-service analytics, data science, data wrangling tools [NYSE: AYX] [+5]
#39 Pinecone – Vector database for ML applications
#40 Couchbase – NoSQL cloud database service [NASDAQ: BASE] [+2]
#41 Esri – GIS mapping software NEW
#42 Neuton – AutoML – no-code AI [+4]
#43 Comet– Self-hosted and cloud-based meta machine learning platform [+1]
#44 Scale AI – The Data Platform for AI NEW
#45 Plotly – The front-end for ML and data science models
#46 Deci – Deep learning platform [+3]
#47 Molecula – Feature store
#48 Starburst – Analytics engine for data mesh
#49 Matillion – ETL software for cloud data warehouses [+1]
#50 Datastax – NoSQL database built on Apache Cassandra NEW
HONORABLE MENTION – 60 companies (in alphabetical order):
Actable AI – Low-code AI & analytics
Aerospike – Multi-model real-time data platform
Ahana – SQL data lakehouse powered by Presto
Alegion – Data labeling software 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 – AI deep learning and data visualization platform
causaLens – A machine that predicts the global economy in real-time
Cazena – Instant cloud data lake
Cockroach Labs – Builders of CockroachDB, distributed SQL database
DataDirect Networks – AI and Deep Learning Storage
DataKitchen – Observability and automation software
Dataloop – Data engine for AI
Deepgram – Automated speech recognition
Deeplite – AI-driven DNN optimizer
Elemeno AI – SaaS managed MLOps
Exasol– In-memory analytics database [EXL:Xetra]
Faktion – Operationalize AI
Fero Labs – Using machine learning to optimize factory production
Galileo – Data intelligence toolchain for ML developers
Gigaspaces – In-memory data platform
Graphcore – Intelligence Processing Unit (IPU) technology NEW
GridGain – In-memory computing platform
Hailo – Specialized deep learning processor for edge devices
Hopsworks – Python-centric feature store
Immuta – Data access control NEW
Intuition Machines – Machine learning at web scale
Kyligence – Intelligent data cloud
Kyndi – Explainable AI platform
Lightmatter – Photonic AI computing
Loop AI Group – Cognitive computing
MariaDB – Enterprise open source database [NYSE: MRDB]
Mipsology – FPGA machine learning
Monte Carlo – Data reliability
MOSTLY AI – Synthetic data
Natural Intelligence – Pattern based neuromorphic computing
Obviously AI – Data science without code
Ocient – Hyperscale data analytics solutions
OctoML – Deploy machine learning models
Predibase – High impact, low-code machine learning
Prophecy – Low-code data engineering
Pure Storage Data storage solutions [NYSE: PSTG]
Qeexo – Machine learning at the edge
Qumulo – Scale-out storage
Rulex – Platform for data-driven decisions
Run:AI – Platform for AI virtualization and orchestration
Runway AI – Applied AI research company building next generation of creativity tools NEW
SambaNova Systems – Enterprise-scale AI platform
Sigmoid – Real-time data analytics
SingleStore – Real-time distributed SQL database
Striim – Real-time data integration and streaming platform
Sway AI – Enterprise no-code visual platform
Toucan Toco – Guided analytics for business users
Truera – ML testing, quality management, and monitoring
Yellowbrick – Data warehouse for hybrid and multi-cloud environments
Zilliz – Vector database for production AI
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