Alternative Data Market Size, Share, Growth, and Industry Analysis, By Type (Credit & Debit Card Transactions, Email Receipts, Geo-location (Foot Traffic) Records, Mobile Application Usage, Satellite & Weather Data, Social & Sentiment Data, Web Scraped Data, Web Traffic, Other Data Types), By Application (Financial Services, Government, Automotive, Energy, Industrial, IT & Telecommunications, Media & Entertainment, Real Estate & Construction, Retail, Transportation & Logistics, Other Industries), Regional Insights and Forecast to 2035

The Alternative Data Market

The global Alternative Data market size was valued at USD 17265.36 million in 2026 and is projected to grow from USD 7639645.92 million in 2026 to USD 7639645.92 billion by 2035, exhibiting a CAGR of 96.78% during the forecast period.

The Alternative Data Market has expanded significantly, with over 75% of hedge funds integrating at least 5 different alternative datasets into their decision-making processes as of 2024. More than 60% of institutional investors rely on non-traditional data such as web scraping and satellite imagery to gain actionable insights. Approximately 45% of data consumed in financial analytics now comes from alternative sources, compared to 20% in 2018. Over 3,500 data providers globally offer structured and unstructured datasets, with daily data generation exceeding 2.5 quintillion bytes. The Alternative Data Market Analysis highlights that over 80% of datasets are unstructured, requiring advanced AI-based processing tools.

The United States remains the leading hub for the alternative data market, supported by a mature financial ecosystem, advanced cloud infrastructure, and widespread artificial intelligence adoption. Hedge funds, asset managers, insurers, and retailers increasingly rely on satellite imagery, geolocation, transaction, web-scraped, and consumer sentiment datasets to improve forecasting and operational decisions. Major technology providers continue expanding data-sharing ecosystems across U.S. enterprises, while demand for real-time analytics accelerates. Financial institutions are integrating non-traditional datasets into credit assessment and risk models, and corporate users are leveraging alternative data to optimize supply chains, pricing strategies, customer insights, fraud detection, and investment research across multiple industries.

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Key Findings

• Key Market Driver: Over 78% of institutional investors prioritize alternative datasets, while 64% of hedge funds report improved forecasting accuracy by 35%, and 52% of firms increased data budgets by 25% to 40% to enhance predictive analytics capabilities.
• Major Market Restraint: Around 58% of firms face data privacy concerns, 47% report compliance challenges, 42% experience integration issues, and nearly 36% of organizations indicate difficulties in validating data accuracy across multiple alternative data sources.
• Emerging Trends: Approximately 69% of firms adopt AI-driven analytics, 55% utilize satellite imagery, 62% rely on web scraping, and 48% integrate sentiment analysis tools to improve forecasting precision by nearly 30% to 45%.
• Regional Leadership: North America holds nearly 55% market share, Europe contributes around 25%, Asia-Pacific accounts for 15%, and Middle East & Africa collectively represent close to 5% of the Alternative Data Market Share.
• Competitive Landscape: Top 10 players control nearly 48% of the market, while over 3,500 smaller vendors account for 52%, and 60% of firms engage in partnerships to expand data coverage by 20% to 35%.
• Market Segmentation: Financial services dominate with 45% share, retail holds 15%, IT & telecommunications 10%, government 8%, and remaining sectors contribute 22% collectively to the Alternative Data Market Size.
• Recent Development: Between 2023 and 2025, over 65% of companies launched AI-based platforms, 50% expanded data partnerships, and 40% enhanced real-time analytics capabilities improving decision speed by 25% to 30%.

Alternative Data Market Latest Trends

The Alternative Data Market Trends indicate that over 70% of firms are integrating machine learning models to process unstructured data, while 65% are using ` for sentiment analysis. Satellite data usage has increased by 48%, with over 30% of hedge funds analyzing geospatial data weekly. Web scraping contributes to approximately 40% of all alternative datasets, with more than 20 billion web pages scraped monthly. Mobile application usage data has seen a rise of 55%, with over 2.7 billion smartphone users generating behavioral data.

Social media data contributes nearly 35% of sentiment-driven insights, while 60% of analysts rely on at least 3 alternative data sources simultaneously. Real-time data adoption has increased by 50%, reducing decision-making time by 28%. The Alternative Data Market Insights highlight that over 68% of firms are investing in cloud-based data platforms, while 45% use edge computing for faster data processing. Approximately 52% of organizations have shifted to automated data pipelines, reducing manual processing errors by 33%. The Alternative Data Market Outlook shows that over 75% of companies plan to expand alternative data usage across multiple business units.

Alternative Data Market Dynamics

DRIVER

"Increasing adoption of AI-driven analytics"

The increasing adoption of artificial intelligence is a primary driver of the Alternative Data Market Growth, with over 72% of organizations using AI tools to analyze large-scale alternative datasets. These technologies improve forecasting accuracy by nearly 40%, enabling faster and more precise decision-making. Approximately 65% of hedge funds report that AI-driven insights enhance decision efficiency by 20% to 35%, particularly in high-frequency trading environments. More than 58% of financial firms process over 10 terabytes of alternative data monthly, highlighting the demand for scalable analytics solutions. Additionally, 60% of companies expanded their data science teams by at least 25% between 2022 and 2024, while 48% implemented automated pipelines, reducing manual processing efforts by 30%.

RESTRAINT

"Data privacy and regulatory compliance"

Data privacy and regulatory compliance remain major restraints in the Alternative Data Industry Analysis, with around 62% of companies facing challenges in adhering to data protection laws. Approximately 48% of firms encounter restrictions in cross-border data transfers, limiting access to global datasets. Around 55% of organizations experience project delays of up to 20% due to compliance audits and legal reviews. Nearly 40% report increased operational costs associated with implementing governance frameworks, while 35% struggle with anonymizing sensitive information. Furthermore, 50% of companies require additional compliance resources, and 42% invest in data security systems, increasing operational complexity and slowing down adoption rates across multiple industries.

OPPORTUNITY

"Expansion in emerging markets"

Emerging markets present significant opportunities in the Alternative Data Market Opportunities landscape, with Asia-Pacific and Latin America experiencing a 45% increase in adoption rates. Over 30% of new data vendors are now originating from these regions, contributing to diversified data ecosystems. Approximately 55% of global firms are expanding operations into these markets to leverage localized datasets for improved insights. More than 60% of enterprises plan to integrate regional data sources, improving market penetration by nearly 25%. Additionally, 50% of companies identify untapped potential in non-traditional datasets such as IoT and satellite imagery, while 38% invest in infrastructure to process region-specific data efficiently across industries.

CHALLENGE

"Data integration and standardization"

Data integration and standardization challenges significantly impact the Alternative Data Market Forecast, with over 57% of firms struggling to combine multiple data sources into unified systems. Approximately 49% report inconsistencies in data formats, leading to inefficiencies in analytics processes. Around 43% of organizations spend more than 30% of their time on data cleaning and preparation, reducing productivity. Nearly 38% of companies face difficulties aligning structured and unstructured datasets, affecting analytics efficiency by 20%. Additionally, 46% of businesses require advanced standardization tools, while 35% invest in data transformation solutions to improve interoperability, highlighting the need for scalable and consistent data management frameworks.

Segmentation Analysis

The Alternative Data Market is segmented by type and application, with financial services accounting for nearly 45% of total demand, followed by retail at 15% and IT & telecommunications at 10%. Data types such as web scraped data and transaction data dominate with a combined share exceeding 50%. Approximately 70% of companies use at least 3 different data types simultaneously, while 55% of enterprises focus on real-time data integration.

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By Type

Credit & Debit Card Transactions: Credit and debit card transaction data represents nearly 20% of the Alternative Data Market Share, driven by its ability to provide real-time consumer spending insights across multiple sectors. Over 65% of hedge funds utilize transaction datasets to analyze purchasing behavior, while approximately 45 million transactions are processed daily across global networks. Around 58% of retail analytics firms depend on this data to forecast demand, achieving accuracy improvements of nearly 30%. Additionally, 50% of financial institutions integrate transaction-level data into predictive models, while 42% of firms combine it with geolocation datasets to enhance customer segmentation and improve decision-making efficiency by 25%.

Email Receipts: Email receipt data contributes around 10% of the Alternative Data Market, supported by the analysis of more than 25 billion emails annually. Approximately 40% of e-commerce analytics firms rely on email-derived insights to track purchasing patterns and monitor brand performance across digital platforms. Around 35% of companies report improved forecasting accuracy of nearly 25% when integrating email data into analytics systems. Additionally, 45% of firms process over 2 terabytes of email data monthly, while 30% combine receipt data with transaction datasets to enhance customer profiling. Nearly 28% of organizations use automated tools to extract structured information, improving operational efficiency by 20%.

Geo-location (Foot Traffic) Records: Geo-location or foot traffic data holds approximately 12% of the Alternative Data Market Share, with over 1.5 billion location data points generated daily through mobile devices and GPS systems. Around 50% of retail companies use foot traffic analytics to evaluate store performance and optimize layouts, improving sales efficiency by 20%. Approximately 45% of real estate firms rely on geolocation data for site selection, analyzing more than 100 million monthly data points. Additionally, 38% of organizations integrate foot traffic data with demographic datasets, while 32% use real-time analytics to adjust marketing strategies, resulting in engagement improvements of 25%.

Mobile Application Usage: Mobile application usage data accounts for nearly 11% of the Alternative Data Market, with more than 3 billion smartphone users generating behavioral insights daily. Around 60% of digital marketing firms analyze app usage patterns to optimize targeting strategies, achieving engagement rate improvements of approximately 28%. Approximately 48% of companies process over 5 billion daily app interactions, while 40% integrate app data with web analytics to enhance user journey mapping. Additionally, 35% of organizations use machine learning models to analyze app engagement trends, improving customer retention rates by 20%, while 30% rely on real-time insights to adjust marketing campaigns dynamically.

Satellite & Weather Data: Satellite and weather data contributes approximately 9% to the Alternative Data Market Share, supported by more than 2,000 active satellites generating continuous streams of geospatial and environmental data. Around 35% of energy companies utilize weather data for operational planning, achieving efficiency improvements of nearly 20%. Approximately 40% of agricultural firms analyze satellite imagery to monitor crop health, processing over 10 terabytes of data monthly. Additionally, 30% of logistics companies use weather data to optimize delivery routes, while 28% integrate satellite insights into predictive analytics models, improving forecasting accuracy by 25% across multiple industry applications.

Social & Sentiment Data: Social and sentiment data represents nearly 14% of the Alternative Data Market, with over 500 million daily social media posts analyzed for consumer insights. Around 55% of companies use sentiment analysis tools to predict market trends, achieving accuracy improvements of approximately 30%. Approximately 45% of firms process over 1 terabyte of social data daily, while 38% integrate sentiment insights with transaction data to enhance forecasting models. Additionally, 35% of organizations rely on AI-driven natural language processing to interpret unstructured text, improving decision-making efficiency by 20%, while 30% use real-time sentiment tracking to adjust marketing and investment strategies dynamically.

Web Scraped Data: Web scraped data dominates with around 18% share in the Alternative Data Market, supported by the extraction of over 20 billion web pages monthly. Approximately 65% of companies rely on web scraping for competitive intelligence, improving decision-making speed by nearly 25%. Around 50% of firms analyze pricing, product listings, and customer reviews from more than 1 million websites daily. Additionally, 42% of organizations integrate scraped data with AI analytics platforms, while 35% use automated scraping tools to collect structured datasets, reducing manual data collection time by 30% and enhancing operational efficiency across multiple industries.

Web Traffic: Web traffic data accounts for approximately 6% of the Alternative Data Market Share, with over 1 billion websites generating user interaction data globally. Around 40% of digital firms use web traffic analytics to evaluate performance metrics such as page views, bounce rates, and session durations. Approximately 35% of companies process over 500 million daily web interactions, while 30% integrate traffic data with marketing analytics to improve campaign effectiveness by 20%. Additionally, 28% of organizations use predictive models to forecast user behavior, while 25% rely on real-time traffic insights to optimize website performance and enhance user experience.

Other Data Types: Other data types contribute nearly 10% to the Alternative Data Market, including IoT, sensor, and alternative digital datasets generated by over 30 billion connected devices worldwide. Approximately 45% of industrial companies use IoT data for predictive maintenance, reducing downtime by 20%. Around 35% of healthcare organizations analyze sensor data to monitor patient conditions, improving outcomes by 25%. Additionally, 40% of firms process more than 5 terabytes of IoT-generated data monthly, while 30% integrate these datasets with AI platforms to enhance decision-making efficiency. Nearly 28% of companies use real-time IoT insights to optimize operations across diverse industries.

By Application

Financial Services: Financial services lead the Alternative Data Market with approximately 45% share, driven by over 80% adoption among hedge funds and asset managers. Around 70% of firms report improvements of nearly 30% in investment strategy performance through alternative datasets such as transaction data and web scraping. More than 65% of institutions analyze over 5 datasets simultaneously, while 55% rely on AI-driven tools to process data volumes exceeding 10 terabytes monthly. Approximately 60% of firms use real-time analytics, reducing decision latency by 25%, while 50% integrate sentiment analysis to enhance forecasting accuracy across equities, and derivatives markets.

Government: Government applications account for nearly 8% of the Alternative Data Market Share, with over 50% of public agencies utilizing alternative data for policy analysis and decision-making. Around 40% of governments deploy geospatial data to manage urban planning projects, analyzing more than 200 million location data points annually. Approximately 35% of agencies use satellite imagery for environmental monitoring, while 30% rely on social sentiment data to track public opinion trends. Over 45% of governments integrate at least 3 data sources into policy frameworks, improving operational efficiency by 20% and enabling data-driven governance across infrastructure, healthcare, and economic development sectors.

Automotive: The automotive sector holds around 6% of the Alternative Data Market Size, with more than 35% of companies leveraging mobility and geolocation data for route optimization and traffic analysis. Approximately 25% improvement in logistics efficiency is achieved through real-time data processing of over 100 million daily location signals. Around 40% of automotive firms utilize predictive analytics to enhance supply chain operations, while 30% analyze consumer behavior data to optimize vehicle demand forecasting. Nearly 45% of companies integrate alternative datasets with IOT systems, improving operational performance by 20% and supporting connected vehicle technologies across multiple global markets.

Energy: The energy sector contributes approximately 7% to the Alternative Data Market, with over 45% of companies using weather and satellite data for forecasting and operational planning. Around 30% efficiency gains are observed through predictive analytics applied to more than 50 terabytes of environmental data annually. Approximately 35% of firms analyze geospatial data for exploration and resource management, while 40% rely on IOT-generated datasets to monitor equipment performance. Over 50% of energy companies use real-time analytics to reduce downtime by 20%, while 28% integrate alternative data into renewable energy optimization strategies across solar, wind, and hydroelectric operations.

Industrial: Industrial applications represent nearly 5% of the Alternative Data Market Share, with over 40% of companies utilizing IOT and sensor data for predictive maintenance. These solutions reduce equipment downtime by approximately 20% and improve operational efficiency by 25%. Around 35% of firms process over 5 terabytes of machine-generated data monthly, while 30% integrate alternative datasets into supply chain optimization systems. Approximately 45% of industrial enterprises use real-time analytics to monitor production lines, reducing defects by 15%. Additionally, 38% of companies adopt AI-driven insights to enhance manufacturing processes and improve overall productivity across multiple facilities.

IT & Telecommunications: The IT & telecommunications segment holds around 10% of the Alternative Data Market, with over 60% of firms analyzing user data to enhance network performance. Approximately 25% improvement in network efficiency is achieved through processing more than 1 billion data interactions daily. Around 50% of telecom companies use alternative data for customer behavior analysis, while 40% deploy AI-based analytics to predict network congestion. Nearly 55% of firms rely on cloud-based platforms for data integration, enabling scalability across operations. Additionally, 35% of companies use real-time analytics to improve service delivery and reduce downtime by 20%.

Media & Entertainment: Media & entertainment accounts for approximately 5% of the Alternative Data Market Share, with over 50% of companies using sentiment analysis to predict audience preferences. Around 45% of firms analyze more than 300 million daily social media interactions to track consumer trends. Approximately 40% of organizations use alternative data to optimize content strategies, improving engagement rates by 20%. Over 35% of companies integrate web traffic data to measure audience reach, while 30% rely on predictive analytics to forecast content performance. Additionally, 25% of firms use real-time data insights to adjust marketing campaigns and increase viewership metrics.

Real Estate & Construction: This segment contributes nearly 4% to the Alternative Data Market, with over 45% of companies using geolocation and foot traffic data for site selection and property valuation. Approximately 30% of firms analyze over 100 million location data points monthly to assess market demand. Around 35% of organizations use alternative data to improve project planning efficiency by 20%, while 40% integrate satellite imagery for land-use analysis. Nearly 25% of companies deploy predictive analytics to forecast property prices, and 28% utilize real-time data insights to optimize construction timelines and resource allocation.

Retail: Retail represents around 15% of the Alternative Data Market Size, with over 65% of companies leveraging transaction and foot traffic data to optimize sales strategies. Approximately 50% of retailers analyze more than 1 million daily transactions to understand consumer behavior, improving sales forecasting accuracy by 30%. Around 45% of firms use geolocation data to enhance store performance, while 40% integrate web scraping for competitive pricing analysis. Nearly 55% of retailers rely on real-time analytics to adjust inventory levels, reducing stockouts by 20% and improving operational efficiency across both online and offline channels.

Transportation & Logistics: Transportation & logistics accounts for approximately 3% of the Alternative Data Market, with over 30% of companies using real-time data for route optimization. Around 25% improvements in delivery efficiency are achieved through analysis of more than 200 million daily location signals. Approximately 35% of firms use predictive analytics to forecast demand and optimize fleet management, while 40% integrate geospatial data for supply chain visibility. Nearly 28% of organizations rely on alternative datasets to reduce fuel consumption by 15%, and 22% deploy AI-based systems to enhance logistics planning across regional and global networks.

Other Industries: Other industries contribute around 7% to the Alternative Data Market Share, with increasing adoption across sectors such as healthcare and agriculture. Approximately 30% of healthcare organizations use alternative data for patient monitoring and predictive diagnostics, improving outcomes by 20%. Around 35% of agricultural firms analyze weather and satellite data to enhance crop yield by 25%. Nearly 40% of companies across these sectors process over 2 terabytes of data monthly, while 28% integrate AI-driven analytics to improve decision-making. Additionally, 32% of organizations utilize real-time data insights to enhance operational efficiency across diverse applications.

Regional Outlook

The Alternative Data Market Regional Outlook shows North America leading with nearly 55% share, followed by Europe at 25%, Asia-Pacific at 15%, and Middle East & Africa at 5%. Adoption rates range from 35% to 70% globally, with over 60% of firms using AI-driven analytics and 50% focusing on real-time data solutions across industries.

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North America

North America dominates the Alternative Data Market with an estimated 55% market share, supported by high digital maturity and advanced analytics infrastructure. Over 70% of hedge funds in the region actively integrate at least 4 to 6 alternative datasets into investment models, while the United States alone contributes nearly 50% of global demand. The region hosts more than 1,200 data providers, accounting for approximately 35% of global vendors, and over 65% of financial institutions utilize alternative data for portfolio optimization and risk assessment. Around 80% of large asset managers maintain dedicated budgets for alternative datasets, with allocations increasing by nearly 20% in the past 2 years.

Additionally, about 60% of firms deploy AI and machine learning tools to process datasets exceeding 10 terabytes per month, improving forecasting accuracy by up to 40%. Web scraping and transaction data together represent nearly 45% of data usage in the region, while geolocation data adoption exceeds 50% among retail and real estate firms. More than 55% of enterprises leverage cloud-based platforms for data storage and analytics, enabling scalability across multiple business units. The Alternative Data Market Insights for North America also show that over 48% of companies invest in real-time analytics tools, reducing decision-making latency by approximately 25% and enhancing operational efficiency across more than 8 key industries.

Europe

Europe holds approximately 25% of the Alternative Data Market Share, driven by increasing adoption across financial services, retail, and government sectors. Over 45% of companies in the region use alternative data solutions, with nearly 35% of financial institutions relying on geolocation data to analyze consumer movement patterns and optimize investment strategies. Around 40% of firms utilize web scraping technologies, processing over 5 billion web pages annually to extract competitive intelligence. The region includes more than 800 data providers, representing close to 23% of global supply. Regulatory compliance plays a critical role, with nearly 50% of organizations prioritizing data governance frameworks to meet stringent data protection requirements.

Approximately 30% of firms deploy sentiment analysis tools to interpret over 200 million daily social media interactions, improving market prediction accuracy by 25%. Around 55% of enterprises use cloud-based data solutions, while 42% invest in AI-driven analytics platforms to handle unstructured datasets that account for nearly 75% of total data volume. Furthermore, about 38% of organizations integrate at least 3 different alternative data types into their operations, enhancing efficiency by 20% to 30%. The Alternative Data Market Outlook for Europe highlights that over 33% of firms are expanding cross-border data collaborations, increasing data accessibility by 15% to 25% across more than 10 industries.

Asia-Pacific

Asia-Pacific represents around 15% of the Alternative Data Market Size, with rapid adoption driven by digital transformation and expanding internet penetration. Adoption rates have increased by approximately 45% across industries, supported by over 500 active data vendors operating in the region. Nearly 55% of companies utilize mobile application data, leveraging insights from more than 3 billion smartphone users and generating over 4 billion daily interactions. Around 40% of firms rely on alternative data for market expansion strategies, particularly in e-commerce and financial services sectors. Web scraping and social sentiment data together account for nearly 35% of data usage, while geolocation data adoption stands at approximately 30%.

Over 60% of enterprises are investing in cloud-based infrastructure, enabling scalable data processing for datasets exceeding 8 terabytes monthly. Additionally, around 48% of firms deploy AI-based analytics tools, improving decision-making efficiency by 28% to 35%. The region also sees strong government involvement, with approximately 25% of public sector projects incorporating alternative data for urban planning and economic forecasting. Around 37% of organizations are forming partnerships with global data providers, increasing data coverage by 20%. The Alternative Data Market Growth in Asia-Pacific is further supported by a 50% increase in startup activity, contributing to innovation across more than 6 key industry verticals.

Middle East & Africa

The Middle East & Africa region accounts for approximately 5% of the Alternative Data Market Share, with adoption rates growing by around 35% due to increasing digitalization and infrastructure development. Over 30% of companies in the region utilize geospatial and satellite data, analyzing more than 500 million location-based data points monthly for applications such as urban planning and logistics optimization. Around 25% of organizations rely on transaction data, processing over 10 million financial records daily to gain insights into consumer behavior. Approximately 20% of government entities use alternative data for infrastructure planning and resource allocation, improving project efficiency by nearly 20%.

The region hosts over 150 data providers, contributing to about 5% of global supply. Around 40% of enterprises are adopting cloud-based data platforms, while 28% invest in AI and machine learning tools to process unstructured data, which constitutes nearly 70% of total datasets. Additionally, about 32% of firms are integrating at least 2 to 3 alternative data sources into their analytics frameworks, enhancing operational decision-making by 15% to 25%. The Alternative Data Market Insights indicate that over 27% of organizations are exploring partnerships with international vendors, increasing access to diverse datasets by 18%, while 22% focus on real-time analytics solutions to improve responsiveness across key sectors such as energy, transportation, and finance.

List of Top Alternative Data Companies

• RavenPack
• YipitData
• Advan
• Earnest Research
• M Science
• Preqin
• 1010Data
• Thinknum Alternative Data
• Dataminr
• UBS Evidence Lab

• RavenPack – holds approximately 12% market share, serving over 300 clients and processing more than 2 million news articles daily
• YipitData – accounts for nearly 10% market share, analyzing over 1 billion data points monthly across multiple industries

Investment Analysis and Opportunities

The Alternative Data Market Research Report highlights that over 65% of venture capital firms invested in alternative data startups between 2023 and 2025, reflecting a strong shift toward data-driven decision ecosystems. Approximately 40% of total investment allocation is directed toward AI-based analytics platforms, as more than 70% of enterprises rely on machine learning models to process over 80% of unstructured datasets. Around 30% of funding targets data aggregation tools, enabling consolidation of more than 20 distinct data sources into unified platforms. Over 50% of investors prioritize companies with proprietary datasets, as these firms demonstrate up to 35% higher analytical efficiency compared to non-proprietary data providers.

More than 70% of institutional investors are planning to increase spending on alternative data solutions, with nearly 45% focusing specifically on real-time analytics capabilities that reduce decision latency by 25% to 30%. Around 35% of investments are flowing into emerging markets, where data adoption has increased by nearly 40% due to rising digital infrastructure and over 60% smartphone penetration. The Alternative Data Market Opportunities further indicate that over 60% of firms are forming partnerships to expand data coverage, often increasing dataset accessibility by 20% to 45%.

Five Recent Developments (2023-2025)

• In 2025, Snowflake agreed to acquire Crunchy Data for approximately $250 million, strengthening AI-ready data infrastructure and enterprise analytics capabilities for large-scale data users.
• In 2024, Databricks announced the acquisition of Tabular for more than $1 billion, enhancing open data lakehouse technologies widely used for alternative data processing and analytics.
• In 2023, Databricks completed its acquisition of MosaicML for about $1.3 billion, expanding generative AI capabilities for organizations managing large alternative datasets.
• In 2023, Databricks acquired Arcion to improve real-time data replication across enterprise systems, enabling faster ingestion and analysis of diverse external datasets.
• In 2023, Snowflake acquired AI search startup Neeva, integrating advanced search technologies to help enterprises extract insights from structured and unstructured alternative data sources.