Top 10 Startups developing AI for Big Data processing

Updated: March 05, 2024

Machine learning is used to find patterns and structurize Big Data (very large quantities of data in an unstructured format)
1
Country: USA | Funding: $4.2B
Databricks is a data and AI company that interacts with corporate information stored in the public cloud.
2
Country: USA | Funding: $1.1B
Dataminr is an artificial intelligence platform for real-time event and risk detection.
3
Country: USA | Funding: $974.1M
Zymergen uses machine learning to discover and engineers microbe genomes to produce new molecular products for new materials.
4
Country: France | Funding: $846.8M
Dataiku develops Data Science Studio, the tool that lets data scientists and analysts do machine learning on any (dirty) data.
5
Country: USA | Funding: $592.9M
Benson Hill Biosystems helps solve the world's greatest challenges by combining plant biology, data analytics and cloud computing. It uses ML for analyzing crop gene influence.
6
Country: USA | Funding: $381M
VAST Data offers a unified data platform that integrates storage, database, and compute capabilities into a single software platform.
7
Country: UK | Funding: $370M
Quantexa has built a machine learning platform branded “Contextual Decision Intelligence” (CDI) that analyses disparate data points to get better insight into nefarious activity
8
Country: USA | Funding: $328M
Clarify Health Solutions develops AI analytics software solutions that enable health systems to deliver more satisfying, better outcome and higher value care
9
Country: USA | Funding: $237M
Primer builds machines that can read and write, automating the analysis of very large datasets. It trawls thousands of sources online, using natural language processing to read and try to make sense of the vast amount of “open source intelligence”.
10
Country: France | Funding: $228.5M
C3 IoT delivers a complete platform as a service for rapidly developing and operating big data, predictive analytics, AI, and IoT software applications. By leveraging telemetry, elastic cloud computing, analytics, and machine learning, C3 IoT brings the power of predictive insights to any business value chain.
11
Country: USA | Funding: $224.3M
Wrangling data is the most time-consuming and inefficient part of any data project – taking up over 80% of the time and resources. Trifacta enables anyone to more efficiently explore and prepare the diverse data of today by utilizing machine learning to provide a breakthrough user experience, workflow and architecture.
12
Country: USA | Funding: $192.6M
Gloat is an AI-based anonymous career development platform allowing users to both know their worth and get concrete offers in real time.
13
Country: Israel | Funding: $125.1M
Explorium offers a new breed of data science platform, fueled by Automated Data and Feature Discovery. By dynamically integrating a company’s internal data with thousands of external sources, the Explorium platform is able to extract the most relevant features and power superior machine learning models.
14
Country: Japan | Funding: $104.4M
ABEJA develops AI business solutions utilizing deep learning.
15
Country: Canada | Funding: $102.3M
Through the application of machine learning and artificial intelligence technologies, the MindBridge platform detects anomalous patterns of activities, unintentional errors and intentional financial misstatements. Using the MindBridge AI Auditor, organizations across multiple industries can minimize financial loss
16
Country: USA | Funding: $102M
Continual is a startup that aims to bring operational AI to the modern data warehouse-centric data stack
17
Country: USA | Funding: $84.8M
Samasource creates trusted platform for expert, ethical training data.
18
Country: USA | Funding: $84.8M
The training data platform trusted by the world's most ambitious organization to develop accurate machine learning models.
19
Country: USA | Funding: $77.9M
Qubole delivers a Self-Service Platform for Big Data Analytics built on Amazon, Microsoft, Google and Oracle Clouds.
20
Country: USA | Funding: $77.2M
Maana is the Knowledge Platform that accelerates knowledge discovery to increase profitability for industrial and oil & gas companies. Maana creates Knowledge Graph out of unstructured data. Knowledge Bots automate many of the computational modeling performed by your data scientists, such as field classification, entity recognition and supervised machine learning.
21
Country: USA | Funding: $72.5M
FogHorn is a path-breaking multi-tier IoT application deployment platform that efficiently bridges Information Technology. It provides a complete edge solution consisting of a highly miniaturized complex event processing (CEP) engine, also known as an analytics engine and machine learning (ML) capability to help derive real-time insights right at the edge.
22
Country: USA | Funding: $69.2M
Tamr's patented software fuses the power of machine learning with your knowledge of your data to automate the rapid unification of data silos.
23
Country: USA | Funding: $67.7M
Gretel helps developers to build quickly with the data and safely share it with others.
24
Country: Canada | Funding: $49.6M
Integrate.ai is building an AI powered platform for B2C enterprises that integrates with business processes to make customer interactions more natural and valuable.
25
Country: Israel | Funding: $49M
DataLoop's data management and annotation platform streamlines the process of generating machine consumable datasets out of raw visual data.
26
Country: USA | Funding: $45M
Tonic mimics your production data to create safe, useful, de-identified data for QA, testing, and development.
27
Country: Israel | Funding: $44M
Navina develops an AI-driven platform that restructures patient data into intuitive patient portraits for better diagnoses and care.
28
Country: USA | Funding: $40M
CognitiveScale builds industry-specific augmented intelligence software for financial services, healthcare, and digital commerce markets. Augmented intelligence is a new class of technology, data, methods, and skills focused around a business-led portfolio of industry-optimized AIs.
29
Country: India | Funding: $35M
Entropik is a Human Insights AI company that specializes in consumer and user research.
30
Country: Bulgaria | Funding: $30.6M
Noble.AI is a software company focused on building tools that accelerate discovery in R&D.
31
Country: USA | Funding: $30M
Heartex offers a data labeling and annotations tool for building accurate and smart AI products.
32
Country: Canada | Funding: $25.6M
Cyclica is enhancing drug discovery by harnessing big data and predictive analytics; cloud-based, AI-assisted drug discovery
33
Country: USA | Funding: $17.5M
Synthetaic grows large and high-quality datasets sufficient for machine learning.
34
Country: Croatia | Funding: $18.2M
Memgraph makes creating real-time streaming graph applications accessible to every developer.
35
Country: Israel | Funding: $16M
BeaconCure develops AI text Analytics for clinical data. It created a unique text analytics technology for specifically for clinical trial data with the support of a top pharmaceutical multinational as design partner.
36
Country: USA | Funding: $14M
WhyLabs is the AI observability and monitoring company.
37
Country: USA | Funding: $14M
Coactive AI is a machine learning platform that unlocks analytics and insights from unstructured image and video data.
38
Country: USA | Funding: $11M
SWIM enables organizations to make sense of dark, opaque data from all devices providing them real-time edge analytics.
39
Country: Germany
MAPEGY analyzes the up-to-date global innovation data universe and delivers key insights in a range of intuitive formats, from graphical dashboards and search functions, to custom reports and newsletters
40
Country: USA | Funding: $7.9M
Datasaur develops productive tools designed for data labeling needs. It enables users to assign multiple teammates to the same projects and use its specialized review tool to quickly identify where they disagree. Also, its built-in intelligence catches costly errors.
41
Country: Russia | Funding: $7.7M
Rubbles offers big data analytics and tailor-made IT-solutions empowered by machine learning and artificial intelligence.
42
Country: Singapore | Funding: $5.2M
Nugit develops Data Storytelling Platform for Enterprises and Technology Companies
43
Country: USA | Funding: $4.7M
BackboneAI is an AI platform specifically built for automating data flows within and between companies. BackboneAI builds frictionless data networks through intercompany automation, a completely new category of automation.
44
Country: USA | Funding: $325K
Datrics democratizes the creation of self-service analytics and machine learning solutions by providing an intuitive drag-n-drop interface.
45
Country: India
TagX is an Industry-leading data annotation/labeling Company creating high-quality data assets for Artificial Intelligence leveraging AI and humans in the loop. By learning from the data we create AI solutions for industries to maximize profits and reduce downtimes.
46
Country: Ukraine
datuum.ai helps with data migration, M&A processes by recognizing data in sources, mapping it to the final database, and automatically ETL pipelines generation. It reduces 80% of Data Engineers’ time.
47
Country: USA
Cogito is the industry leader in data labeling and annotation services to provide the training data sets for AI and machine learning model developments. All types of AI and ML services requires the training data for algorithms with next level of accuracy making AI possible into diverse fields like healthcare, gaming, agriculture, retail, automotive, robotics and security surveillance etc.
48
Country: Canada
Humanata is a big data analytics platform that can help you make data-driven decisions by analyzing vast amounts of data to identify patterns and trends. With its AI tools, you can measure the impact of your programs and services more effectively, demonstrating your work's effectiveness and attracting more funding.