The Goldman Sachs Group, Inc. provides investment banking, securities, and investment management services, as well as financial services to corporations, financial institutions, governments, and high-net-worth individuals worldwide. Its Investment Banking segment offers financial advisory services, including advisory assignments concerning mergers and acquisitions, divestitures, corporate defense, risk management, and restructurings and spin-offs; and underwriting services comprising public offerings and private placements of a range of securities, loans, and other financial instruments, and derivative transactions. The company’s Institutional Client Services segment provides client execution services, such as fixed income, currency, and commodities client execution related to making markets in interest rate products, credit products, mortgages, currencies, and commodities; and equities related to making markets in equity products, as well as executes and clears institutional client transactions on stock, options, and futures exchanges. This segment also engages in the securities services business providing financing, securities lending, and other brokerage services to institutional clients, including hedge funds, mutual funds, pension funds, and foundations. Its Investing and Lending segment originates longer-term loans; and invests in debt securities, loans, public and private equity securities, real estate, consolidated investment entities, distressed assets, currencies, commodities, and power generation facilities. The company’s investment management segment provides investment products and services, as well as offers wealth advisory services, including portfolio management and financial counseling, and brokerage and other transaction services.

Goldman Sachs

Citigroup is a financial services holding company that provides financial products and services. The company operates through two segments, Global Consumer Banking (GCB) and Institutional Clients Group (ICG). The GCB segment offers traditional banking services to retail customers through retail banking, commercial banking, Citi-branded cards, and Citi retail services. The ICG segment offers various banking, and financial products and services to corporate, institutional, public sector, and high-net-worth clients. This segment provides wholesale banking products and services, including fixed-income and equity sales and trading, foreign exchange, prime brokerage, derivative services, equity and fixed-income research, corporate lending, investment banking, and advisory services, private banking, cash management, trade finance, and securities services. Citi is committed to sustainability and social responsibility, and the company invests in initiatives that promote economic progress.

Citi

Morgan Stanley, from the number of their offices and employees to the experience of their management and the quality of their financial results, the facts about Morgan Stanley tell an impressive story.  Morgan Stanley and its people have helped redefine the meaning of financial services. The firm has continually broken new ground in advising its clients on strategic transactions, pioneering the global expansion of finance and capital markets, and providing new opportunities for individual and institutional investors.  Morgan Stanley maintained comprehensive corporate governance guidelines for years before corporate governance became headline news.

Morgan Stanley

Two Sigma was co-founded in 2001 by John Overdeck and David Siegel in NYC. The technology-driven investment team streamlines the use of machine learning, distributed computing and research to guide its endeavors.  It develops systematic tools using engineering and data science to make investment decisions.  Some of its clients include: government agencies, educational institutes, non-profits and pension funds.

Two Sigma

As part of the Merchant Banking Division of Goldman Sachs, GS Growth is the firm’s investment platform dedicated to providing preferred equity and mezzanine capital to high-growth companies. As of June 2019, Goldman Sachs' investing groups (Goldman Sachs Growth Equity, Principal Strategic Investments, and Private Capital Investing) have combined to form the GS Growth team. The team targets investments of $20-250 million.

GS Growth

SenaHill is a merchant bank connecting the dots between global financial institutions and the entrepreneurial innovators of financial technology. They ensure the right ideas get in front of the right people. As former operators with incredible domain expertise in the Fin-Tech space, they view their client’s business from the perspective of experience, not a spreadsheet. Their powerful business model includes two primary and complementary offerings: Principal investing with the SenaHill Investment Group, LLC, an investment banking with SenaHill Advisors, LLC. They're uniquely positioned to assist their clients throughout their company’s lifecycle from inception and capital raising, through scaling and growth. They're driven to build sustainable businesses and create franchises that can stand-alone or have successful exits.  As partners, they offer grounded insight and advice while leveraging our experience and relationships to achieve our client’s strategic objectives. Wall Street is in its DNA. Collectively they have 150 years of operating experience in the Fin-Tech space. They're former entrepreneurs and CEOs. We intimately understand the challenges facing new founders and established leaders. Through our extensive relationships and expertise, we bring a perspective that allows them to strategically connect the technology creators with the technology consumers. They are proactive investors and advisors who are passionate about technology, entrepreneurship, and helping companies realize their maximum potential.

SenaHill Partners

Goldman Sachs Asset Management provides institutional and individual investors with investment and advisory solutions, with strategies spanning asset classes, industries, and geographies.  They seek to build long-term relationships based on conviction, sustainable outcomes, and shared success over time. It was founded in 1991 and is headquartered in New York, United States.

Goldman Sachs Asset Management

Crux

Crux is an external data automation platform focused on the integration, transformation, and observability of third-party data. Companies use Crux for the delivery and operations bridging the data engineering gap between data suppliers and data consumers. Crux's state-of-the-art platform automates the development of data pipelines, ongoing validation of data quality, and management of operations between suppliers, consumers, and cloud platforms at scale. Backed by state of the art tech and a team of seasoned data engineers, the sky Is the limit when It comes to accelerating your external data Integration workflows. Crux was founded in 2017 by financial technology veterans and is backed by Citi, Goldman Sachs, Morgan Stanley, and Two Sigma, among others.

Crux is a cloud-based data integration, transformation, and operations platform that helps organizations efficiently ingest, transform, and analyze external data from various sources. The company's core offering is the Crux External Data Platform (EDP), a SaaS solution launched in May 2023 that enables enterprises to automate the onboarding of external datasets directly from vendors into their systems.

Service Platform Automates Integration of External Data

Building Security Solutions Consultants

Data Integration and Observability Provider Crux Nabs $50m in Funding

www.cruxocm.com

Overview of CrUX

Crux Informatics Advances Data Engineering Services with New Data Quality Measures and Transformation Capabilities

Crux Reports $75M in Bookings, Secures $50M in Funding to Accelerate Roadmap Development and Sales and Marketing

Crux Announces Industry's First External Data Platform

Crux Announces Industry’s First SaaS Offering to Automate the integration of External Data

External Data Integration Built for Any Cloud

Deriving insights from uncommon data streams

Alternative Data

Crux is a cloud-based data integration and operations platform that streamlines the process of integrating external data into organizations' analytics environments. The platform operates over 60,000 pre-engineered pipelines to deliver public and third-party datasets to clients' preferred destinations, with embedded data monitoring, validations, and transformations supported by a 24/7 global operations team. Crux has partnerships with over 265 data providers including MSCI, Moody's, S&amp;P, SIX, FactSet, and Morningstar. In May 2023, Crux launched its External Data Platform (EDP), a self-service SaaS offering that enables enterprises to automate the onboarding of external datasets directly from vendors into their organizations. The platform allows data teams to onboard and transform external data for analytics use up to ten times faster than traditional manual methods through automation and pattern recognition. As of January 2023, Crux achieved annual recurring revenue growth of over 260% during an 18-month period and secured USD 75 million in contractual sales commitments. The company differentiated itself by focusing on automating external data integration while providing enterprise-grade security features and customizable operations for data products, connections, notification policies, users, and system-wide settings.

Using the Chrome UX Report to look at performance in the field

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CrUX Dashboard [Free Template]

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Data Infrastructure & Analytics

Finov8r and Crux Enable Community Banks to Strengthen SMB Relationships and Fuel Growth

Google Cloud

To integrate Crux's data mobility capabilities with Google Cloud Analytics Hub to help enable advanced data sharing capabilities amoung partners.

Empowering efficiency, visibility and collaboration throughout supply networks

Supply Chain Tech

Information sharing and collaborative planning platforms that enable communication, coordination, and collaboration among supply chain partners.

Crux is a cloud-based data integration and operations platform that streamlines the process of integrating external data into organizations' analytics environments. The platform operates over 60,000 pre-engineered pipelines to deliver public and third-party datasets to clients' preferred destinations, with embedded data monitoring, validations, and transformations supported by a 24/7 global operations team. Crux has partnerships with over 265 data providers including MSCI, Moody's, S&P, SIX, FactSet, and Morningstar. In May 2023, Crux launched its External Data Platform (EDP), a self-service SaaS offering that enables enterprises to automate the onboarding of external datasets directly from vendors into their organizations. The platform allows data teams to onboard and transform external data for analytics use up to ten times faster than traditional manual methods through automation and pattern recognition. As of January 2023, Crux achieved annual recurring revenue growth of over 260% during an 18-month period and secured USD 75 million in contractual sales commitments. The company differentiated itself by focusing on automating external data integration while providing enterprise-grade security features and customizable operations for data products, connections, notification policies, users, and system-wide settings.
Key customers and partnerships
Crux serves major financial institutions and investment managers including AllianceBernstein, Capital Group, Goldman Sachs Asset Management, and Two Sigma. The company established partnerships with leading cloud platforms like Google Cloud and AWS. In August 2022, Crux became available on the Google Cloud Marketplace, enabling Google Cloud customers to standardize external data ingestion into Analytics Hub and accelerate the onboarding of new data sources. As of January 2023, Crux had developed over 260 partnerships with data providers and cloud marketplaces.

Crux is a cloud-based data integration, transformation, and operations platform that helps organizations efficiently ingest, transform, and analyze external data from various sources. The company's core offering is the Crux External Data Platform (EDP), a SaaS solution launched in May 2023 that enables enterprises to automate the onboarding of external datasets directly from vendors into their systems.
Crux builds data pipelines at scale, allowing enterprises to ingest any custom data source. It operates over 60,000 pre-engineered pipelines to deliver external datasets in a data science and analytics-ready format. The EDP platform ensures reliable data delivery with protected, role-based access and customizable operations applicable to data products, connections, policies, users, and system settings.
External data from governments, non-profits, and commercial vendors is critical for sectors like finance, supply chain, retail, healthcare, and insurance. Crux has partnerships with over 265 leading data providers, including MSCI, Moody's, S&P, SIX, FactSet, and Morningstar. The platform reduces the need for expensive infrastructure and accelerates data engineering teams' velocity.
Crux leverages AI and ML capabilities to automate and streamline data workflows, decreasing manual intervention and improving accuracy. The company holds a Google Cloud Customer Award in the Cross-Industry category for 2021 and works with enterprise clients backed by investors like Two Sigma, Goldman Sachs, Morgan Stanley, and Citi.

Neudata is a leading fintech firm that provides data intelligence services to asset managers, private equity firms, venture capitalists, consultancies, and corporations globally. It specializes in scouting, sourcing, and evaluating alternative datasets across various industries and domains. Neudata's core offering is a software-as-a-service (SaaS) platform that houses a catalogue of over 6,900 dataset reports, enabling users to search, manage, and compare data sources effectively.
The company's strength lies in its unbiased and objective approach to data assessment, as it does not buy, sell, or take commissions from data vendors. Instead, Neudata evaluates datasets based on over 100 unique factors and delivers metadata reports and advice to clients for a fee. This neutral stance ensures that clients receive tailored intelligence aligned with their specific strategies and goals.
In addition to its SaaS platform, Neudata provides expert insights through its team of data scouting professionals based in London, New York, and Shanghai. The company also offers a service called AltDating, which facilitates connections between data buyers and sellers, streamlining the process of finding and acquiring relevant datasets.
Neudata has expanded its offerings to include specialized products like Neudata Scout ESG, launched in February 2022. This tool helps organizations identify and manage alternative data sources related to environmental, social, and governance (ESG) factors, enabling them to comply with regulations and build their own ESG evaluation models.
The company has established itself as a prominent player in the alternative data ecosystem, hosting influential events like the London Data Summit, where industry leaders gather to explore the past, present, and future of data. Neudata's commitment to innovation and its collaborative approach have positioned it as a trusted partner for firms seeking to unlock the value of alternative data.

Neudata

Orbital Insight is a leading geospatial intelligence company that provides AI-powered analytics solutions to help organizations gain insights and understand trends from geospatial data. The company's flagship product, the Orbital Insight Go platform, combines multiple data sources such as satellite imagery, anonymized location data, ship GPS, and IoT data to deliver actionable insights through machine learning algorithms. Orbital Insight's technology enables customers across various industries, including government agencies, corporations, and non-profits, to monitor supply chains, analyze land use patterns, detect illegal activities, and make data-driven decisions.
In February 2022, Orbital Insight secured a contract from the US Department of Defense to develop a platform for identifying intentional Global Navigation Satellite Systems (GNSS) interference and manipulation operations worldwide. This technology leverages the company's multisensor data stack and AI capabilities to alert analysts about potential jamming and spoofing events, presenting risks to national security and commercial operations.
Orbital Insight has established partnerships with leading Earth observation companies like Satellogic to enhance its data capabilities. In April 2022, the company announced plans to integrate Satellogic's high-resolution satellite imagery and full-motion video into its platform, providing customers with access to higher quality data, improved revisit rates, and lower-cost analytics.

Orbital Insight

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 Planet is a startup based in San Francisco and founded by former NASA employees that collects information about its changing planet via a fleet of compact, highly capable Earth-imaging satellites. The broad coverage and high frequency of Planet's satellite imagery will enable customers with unprecedented access to global and local insights that currently are either impossible or cost-prohibitive to obtain. It designs, builds, and operates the largest fleet of satellites, as well as online software, tools, and analytics needed to deliver data to users. Planet offers a diverse selection of imagery and analytic solutions, all made available online through our platform and web-based tools. They provide geospatial insights at the speed of change, equipping users with the data necessary to make informed, timely decisions. In addition to California, Planet has offices in Germany and Canada where they deliver market-leading geospatial imagery to a global network of customers and partners in over 100 countries. The Planet's mission is to image the entire Earth every day and make global change visible, accessible, and actionable.
 
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Planet Labs

Premise is a market intelligence platform that enables organizations to obtain real-time, granular insights from a global network of contributors. By blending machine learning with human intelligence, the company's proprietary methodology allows clients to gather and analyze local insights quickly and efficiently from almost anywhere in the world.
Premise transforms client questions into tasks distributed through its mobile app marketplace. Contributors perform these tasks, capturing data through images, surveys, or on-site observations. The collected data undergoes rigorous quality control, including location verification, image analysis, and fraud detection algorithms, ensuring accuracy and reliability. Verified insights are then presented to clients through customized dashboards or exported in various formats for integration into existing systems.
Premise caters to diverse industries, including consumer goods companies, international development organizations, and public sector entities. Its solutions provide actionable intelligence for execution monitoring, consumer behavior analysis, community understanding, and supply chain optimization. With a global reach spanning over 140 countries, the company facilitates data collection from even the most challenging regions.
Premise distinguishes itself through rapid insights gathering, unparalleled data granularity, and stringent quality assurance measures. As of 2024, the company recorded over 25 million submissions per year, garnering trust from industry leaders.

Premise

PriceStats is a company that specializes in transforming data into meaningful tools for economic analysis. The company's primary focus is on developing global, real-time economic statistics using online data. PriceStats produces daily inflation statistics and Purchasing Power Parity (PPP) series, which are utilized by various financial institutions and policymakers worldwide. The company's technology leverages online retail prices to reveal offline street price changes, often weeks before official numbers reflect inflation trends. This approach allows for more timely and accurate economic insights, potentially enabling policymakers to better prepare for economic fluctuations.
PriceStats has continuously expanded its product offerings since its inception in September 2010. The company has developed inflation series for numerous countries, including the US, UK, Brazil, Germany, France, Canada, Mexico, Poland, and China, among others. In addition to country-specific inflation indices, PriceStats also produces global inflation series, including World Inflation, Food Inflation, and Fuel Inflation series. The company launched its PPP Series in May 2014, providing charts on real exchange rates, relative prices, and over/undervaluation for various countries compared to the US dollar. In January 2024, PriceStats released the China Aggregate Inflation Series, further expanding its coverage of major economies.
Key customers and partnerships
PriceStats distributes its daily inflation statistics and PPP series through an exclusive partnership with State Street Global Markets and State Street Global Exchange. This partnership, established in May 2011, brings PriceStats' indices to the financial sector. Target clients include hedge funds, pension funds, sovereign wealth funds, and other financial institutions interested in accessing high-frequency inflation and PPP measures. State Street provides access to these indices through its proprietary research website, Insights.
In addition to its commercial partnerships, PriceStats has demonstrated a commitment to social responsibility. Since early 2020, the company has provided its indicators for free to 16 central banks worldwide to help navigate the economic effects of the Covid-19 pandemic. In May 2022, PriceStats began distributing its Global Food Inflation series to the public on a complimentary basis through its partnership with State Street, aiming to assist policymakers in addressing rapidly rising food prices and supply shortages driven by global events. The company has also collaborated with statistical offices, offering item-level data free of charge to institutions such as the UK Office for National Statistics and the Central Statistics Office of Ireland during the Covid-19 pandemic.

PriceStats

Generated by sensors. Satellite imagery captures objects on the ground (e.g., cars in a parking lot and ships at a port), lights, pollution, and particulate matter in the air.

Generated by sensors. Collected by a variety of sensors and has many uses including agriculture and other commodities sensitive to the weather.

Generated by sensors. Data gathered from the GPS, Wi-Fi, or Bluetooth signals on mobile phones or other electronic devices, which can be used to track consumer movement such as high footfall areas, time spent at specific locations, and routes.

Generated by individuals. Includes website usage (e.g., time spent on a website, actions, and volume of queries), mobile app usage, social sentiment (based on social media posts, news, videos, and online interactions on social media), product reviews, and surveys.

Generated by individuals. E-receipts gathered from consumers on an opt-in basis provide data on user purchases and product demand. Data are anonymized and provided to corporations for targeted marketing.

Generated by businesses. Credit/debit card transaction and POS system data are structured and sought after and are used to track retail and business spending (e.g., sales volumes and prices).

Generated by businesses. Data sources used to assess consumers' creditworthiness such as income and employment information, consumer banking data, payments to specialty lenders, utilities payments, rental payments, and peer-to-peer lending records. Other data types include local prices, business banking records, commercial transactions (e.g., shipping container receipts), supply chain data, and government and corporation data.

Firms that acquire individual data streams and bundle them for sale to investors or structure/analyze the data to create data products for sale to investors.

Alternative data personalizes products/services by leveraging geolocation, social media, and transaction data for businesses

Fivetran is a cloud-based automated data integration platform that enables businesses to move data from various sources, including SaaS applications, databases, and files, into data warehouses, data lakes, and other destinations. The company's platform offers multiple deployment models to meet diverse business needs, ranging from stringent security requirements to maintaining on-premises databases even after partial cloud migration.The company's data movement platform is designed to automate and streamline the process of extracting, loading, and transforming (ELT) data, empowering organizations to focus on data-driven insights and decision-making. With real-time analytics, database replication, AI workflows, and cloud migrations facilitated by Fivetran, thousands of customers worldwide can leverage the platform to drive business growth.Fivetran's core offering revolves around its connector library, which supports over 500 data sources, including SaaS applications, databases, ERPs, and files. These connectors enable automatic, reliable, and secure data movement, regardless of whether the data resides on-premises, in the cloud, or in a hybrid environment. The platform's scalable architecture allows businesses to seamlessly add or remove data sources as their needs evolve.To enhance the usability and accessibility of the ingested data, Fivetran employs a normalized schema approach. By delivering data in a normalized format, the platform enables customers to remix and reshape the data according to their specific requirements, facilitating efficient data analysis and reporting. Additionally, Fivetran offers pre-built data models and dbt Core integration, empowering customers to create analytics-ready tables tailored to their business use cases, such as analyzing deal opportunities from Salesforce, generating general ledger reports from QuickBooks data, or evaluating return on ad spend across advertising platforms.In <a href="https://sp-edge.com/updates/30203">June 2024</a>, the company launched Managed Data Lake Service to simplify the process of managing data lakes for businesses of any size. Key benefits include the ability to centralize data for insights and convenience. Furthermore it reduces costs by discontinuing support for legacy data warehouses.Key customers and partnershipsOver the years, Fivetran has attracted a diverse range of customers across various industries, including ecommerce, finance, technology, and media. Notable clients include Autodesk, Conagra Brands, JetBlue, Lionsgate, Morgan Stanley, and Ziff Davis, among others. These companies leverage Fivetran's platform to streamline their data integration workflows, optimize their analytics capabilities, and gain a competitive edge through data-driven decision-making.To further enhance its offerings and enable seamless integrations, Fivetran has established strategic partnerships with various technology providers, including data warehousing solutions, cloud platforms, and business intelligence tools. For instance, Fivetran collaborates with Databricks, enabling customers to build an open lakehouse with Delta Lake powered by the Databricks Data Intelligence Platform. Additionally, Fivetran's integration with Unity Catalog provides out-of-the-box governance and security for Fivetran-generated tables.

Fivetran

<div>
 
 Domo is a cloud-based analytics platform that enables businesses to connect, transform, and visualize data from various sources. It provides a comprehensive solution for data management, analysis, and visualization, empowering organizations to make data-driven decisions. Domo's platform is designed to foster collaboration, efficient decision-making, and improved business outcomes through its user-friendly interface and powerful data manipulation capabilities.
 
 
 Domo's key offerings include data integration, data warehousing, business intelligence (BI), and intelligent applications. The platform leverages its Adrenaline engine and offers over 1,000 pre-built connectors to extract data from cloud applications, databases, spreadsheets, and other sources. This data is then stored in Domo's internal data warehouse or accessed through federated queries, enabling users to analyze and visualize it using Domo's extensive collection of visualization tools and dashboards.
 
 
 Domo&rsquo;s user experience is designed to be intuitive and accessible, fostering high adoption rates across organizations. Its user-friendly interface, seamless collaboration features, and mobile-first approach contribute to its widespread adoption and ease of use. Domo's platform is built for speed and scalability, allowing organizations to quickly access and analyze even large datasets without experiencing performance issues.
 
 
 Key customers and partnerships
 
 
 Domo serves over 2,300 customers across various industries, including major enterprises such as eBay, Walmart, Cisco, Citibank, HP, The National Geographic Society, Verizon, US Army, Vanguard, Microsoft, IBM, Thomson Reuters, Airbus, Orange, AT&amp;T, Caterpillar, Volvo Cars, and Comcast.
 
 
 The platform has been widely adopted by organizations seeking to leverage data for better decision-making, improved customer insights, and enhanced marketing analytics. Domo has formed strategic partnerships with companies like Regional One Health and Torchy's Tacos, enabling them to leverage Domo's capabilities for healthcare metrics and finance applications, respectively.
 
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Domo

Founded in 2014, Confluent, Inc. is a technology company headquartered in Mountain View, California. The company specializes in data streaming platforms, primarily based on Apache Kafka, an open-source project created by Confluent's founders while working at LinkedIn. Confluent offers two main products: Confluent Platform, an on-premise solution, and Confluent Cloud, a fully managed SaaS. These products help organizations harness real-time data streams for various applications, including microservices, Internet of Things (IoT), financial services, fraud detection, and customer analytics.Confluent's primary offering in data infrastructure services is its integration solution, which enables organizations to unify data from disparate sources. The Confluent Platform and Confluent Cloud act as clients' central nervous systems, allowing them to connect various IT systems and applications to capture and process real-time data streams. This capability enables businesses to make decisions based on continuously flowing data.In September 2024,&nbsp;<a href="https://sp-edge.com/updates/33818">Confluent announced upgrades to its Confluent Cloud</a> product, enhancing support for Apache Flink. The updates include support for the Table API, simplifying development for Java and Python users, and private networking support to improve data security. These upgrades aimed to simplify Flink deployments, enhance security, and make it easier for organizations in regulated industries to stream data and integrate it into applications.Key customers and partnershipIn December 2023, Confluent expanded partnerships with MongoDB, Pinecone, Rockset, Weaviate, and Zilliz as part of its "Data Streaming for AI" initiative. These partnerships aimed to provide real-time contextual data from Confluent's platform to partners' vector databases, facilitating the development of AI-powered applications.

Confluent

<div>
 
 dbt Labs provides an open source data transformation tool that uses analytics engineering. It is aimed at programmers with knowledge of SQL to develop models with SELECT statements, test and document each model, and install safely with Git-enabled version control. The software enables the user to develop faster, work from the same assumptions, deploy with confidence, and&nbsp; ensure low risk with governance and safety. The company also offers dbt Core, which is an open source software for analytics engineers, and dbt Cloud Enterprise for secure, reliable access to data. JetBlue and Domain are some of its clients.
 
 
 
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dbt Labs

<div>
 
 Starburst uses the open source Trino to give its customers a modern solution in the form of one of the fastest analytics search engines, with reliable security, around the clock support and connectors. The platform offers Starburst Enterprise, an option that allows users to deploy, connect, and manage data anywhere, and Starburst Galaxy, which provides a superior MPP SQL engine on an easy to use platform. Some of Starburst&rsquo;s customers are EMIS, Zalando, Finra and Priceline. The company also works with consultancy partners, cloud partners, technology partners, and managed service provider partners.
 
</div>

Starburst

Solutions to unify data from disparate sources by extracting, transforming, loading, and storing data in a usable form (such as in data warehouses) for further analysis.

Tools to monitor data for quality issues in real-time, as it moves throughout the data pipeline.

Providers of storage solutions that help accelerate data analytics. These include primary storage solutions, such as data warehouses and data lakes, and secondary storage solutions for non-mission-critical data.

Solutions that enable businesses to carry out data processing and create ML models on the underlying data for predictive analysis.

Tools for enterprises to visualize data in a graphical form and obtain insights on the same using AI and natural language processing.

Companies that use GenAI as a core part of their product offering for data infrastructure & analytics.

Leverages GenAI to help organizations extract insights and supports GenAI application development through data preparation

Offers data analytics and storage platforms for business under a B2B SaaS model

These are tools that help prepare data for AI/ML applications

Crux

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