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RapidCanvas is a technology company that specializes in an AI platform. This platform combines the accuracy and automation of AI agents with the expertise of human professionals to deliver tangible business results. Recognized as a top 5 Data Science and Machine Learning platform by G2, RapidCanvas works with prominent industry leaders in sectors such as manufacturing, retail, and financial services. Its no-code auto AI platform enables data practitioners to swiftly transition from raw data to machine learning applications, helping businesses unlock the full potential of AI and accelerate time to value.

RaptorX.ai is a fraud prevention platform that utilizes machine learning and data analysis to safeguard businesses against transaction and identity fraud. It offers tailored solutions for user profiling, continuous identity verification, and vigilant fraud detection to enhance operational trust and safety. The platform simplifies processes and reduces costs while providing comprehensive protection against evolving threats.

SarvaGram Fincare Private Limited is a fintech startup based in Mumbai, India, that provides financial services to individuals and small enterprises in rural and semi-urban areas. Founded in 2018, the company offers a range of loan products, including gold loans, consumer durable loans, farm loans, and business loans. By leveraging a data science-enabled platform, SarvaGram assesses the financial potential of rural households, treating them as cohesive economic units. The company's approach incorporates a comprehensive understanding of household cash flows, balance sheets, and various income streams. In addition to credit services, SarvaGram facilitates access to productivity-enhancing tools and risk management solutions, thereby supporting livelihood upgrades for underserved communities and enabling small to medium businesses to secure necessary financing.

Dongchedi operates an automotive information platform designed to enhance users' understanding of vehicles. The platform analyzes users' interests and hobbies to automatically recommend relevant content, information, and quotations for both new and used cars. By providing valuable insights and knowledge about the car industry, Dongchedi aims to assist users in making informed decisions regarding their automotive needs.

Sarvam AI focuses on advancing artificial intelligence research to enhance the performance, reliability, and affordability of generative AI application development in India. The company develops sophisticated large language models tailored to the country's diverse linguistic environment, providing a user-friendly platform for creating and assessing generative AI applications. Sarvam AI emphasizes open-source collaboration, allowing businesses to leverage modern AI technology to gain a competitive advantage in their respective markets.

Sarvam AI focuses on advancing artificial intelligence research to enhance the performance, reliability, and affordability of generative AI application development in India. The company develops sophisticated large language models tailored to the country's diverse linguistic environment, providing a user-friendly platform for creating and assessing generative AI applications. Sarvam AI emphasizes open-source collaboration, allowing businesses to leverage modern AI technology to gain a competitive advantage in their respective markets.

Zhipu AI is a data company focused on developing an AI-based large model platform that offers API services tailored to various customer needs. The company provides a range of smart application products, including the scientific and technological information analysis engine "AMiner" and AI cognitive engines such as CodeGeeX and CogView. These tools are designed to help users automate and optimize digital tasks, thereby reducing the required manual labor. Zhipu AI's advanced applications are built on its General Language Model (GLM) series, capable of handling tasks in both Chinese and English, making its offerings versatile and applicable across different linguistic contexts.

DeepLang AI focuses on creating an advanced Chinese information processing engine powered by its proprietary large-scale model. The company specializes in developing intelligent text information processing solutions tailored for workers and organizations in China. Utilizing artificial intelligence and natural language processing technologies, DeepLang AI's engine offers a range of functionalities, including AI-generated content text generation, information extraction and aggregation, and semantic retrieval. These capabilities are designed to enhance productivity and improve efficiency in managing textual data within information-intensive environments.

Building powerful data apps requires time and the integration of multiple tools. Dozer is an open-source platform that gives you a simple platform to transform, cache, and integrate data into your applications. Just connect any data source, combine them in real-time and instantly get low-latency Data APIs. All with just a simple configuration!

Sigmoid is a data solutions company specializing in data engineering and data science. With a team of over 110 professionals, the company focuses on simplifying data complexities to deliver actionable insights that inform successful business strategies. Utilizing expertise in open-source and cloud technologies, Sigmoid develops innovative frameworks tailored to client needs. The company's impact is particularly notable in the sectors of Advertising Technology, Retail-CPG, and BFSI, where it collaborates with leading firms. Sigmoid is recognized for its innovative contributions to technology and has received multiple awards, including the TiE50 Winners and NASSCOM Emerge 50. Operating from locations in California, New Jersey, and Bengaluru, India, Sigmoid aims to enhance business performance for its clients through advanced data analytics and machine learning solutions.

Founded in 2015 by Sang Wenfeng, Sensors Data specializes in big data analysis services and user behavior insights. The company has developed an analytics platform that offers eight analysis models for comprehensive cross-analysis, allowing clients to deeply understand user behavior, evaluate marketing effectiveness, and enhance product experiences. Sensors Data serves over 300 clients, including notable companies like Ofo, a bike-sharing service, Keep, a fitness app, and Miaopai, a video-sharing platform. Through its professional consulting services, Sensors Data aims to improve operational efficiency and provide valuable insights into user behaviors for its diverse clientele.

SelectDB is a cloud-native real-time data warehouse that serves as an easy-to-use, high-performance, and unified analytical database. SelectDB's features include user management and access control, data protection and recovery, and data governance for data democratization. SelectDB supports real-time, interactive, and batch data processing, as well as structured and semi-structured data types and federated querying with datalakes and databases.

Xinlue Shuzhi provides digital operation solutions to consumers. Through scenarios that provide in-depth data analysis insights and a closed-loop business strategy that can be implemented and verified throughout the link, the company assists brands in acquiring and managing marketing and consumer data assets. Many well-known leading brands, including moody, WonderLab, Liran, Unilever, Nestle, GUCCI, Anta, and La Mer, used the products and services that Xinlue Shuzhi provided.

Yanhuang Data is a company that specializes in real-time analysis of heterogeneous big data. Its platform efficiently processes structured, semi-structured, and unstructured data, offering a comprehensive suite of services that includes data collection, import, indexing, searching, display, and task alerts. By facilitating faster problem identification and solution planning, Yanhuang Data supports clients in navigating the complexities of digital transformation in the modern information age. The company serves a diverse range of sectors, including finance, banking, healthcare, transportation, information security, IT operations, smart cities, and the Internet of Things.

Guandata is committed to the philosophy of “AI+BI makes decisions more intelligent” and is committed to providing next-generation data analytics and business intelligence (BI) solutions to new retail, new finance, pan-Internet and integrated group customers.

ChistaDATA specializes in providing full-stack ClickHouse infrastructure operations consulting, support, and managed services, emphasizing performance, scalability, and data Site Reliability Engineering (SRE). The company offers 24/7 enterprise-class consultative support, enabling clients to efficiently deploy and manage their big data ecosystems. Its services include the deployment of data clusters through an intuitive web interface, allowing users to customize their systems without writing code or deploying applications. ChistaDATA collaborates with prominent global companies across various industries, including technology, finance, and consumer goods, ensuring that clients leverage their data effectively with market-leading, fully managed services.

Red Way Technology is a privacy and data security service provider focused on data and public security, and intelligent voice analysis.

Hongtu Technology focuses on the development of data privacy compliance technology.

Beijing Sudo Technology specializes in privacy protection services through comprehensive engineering solutions. The company has developed an encryption platform that enables secure data collaboration by utilizing advanced technologies such as cryptography, federated learning, and robust data engineering. This platform facilitates multi-party data collaboration while ensuring that original data remains untransmitted, allowing clients to work together securely and privately.

Collibra is a data governance software company that provides an end-to-end Data Intelligence platform aimed at facilitating digital business transformation. Founded in 2008 and headquartered in Hoofdstedelijk Gewest, Belgium, Collibra's platform is designed to eliminate traditional data silos, enabling organizations to access and leverage their data effectively. By offering a comprehensive solution that connects data, insights, and algorithms, Collibra empowers users, referred to as Data Citizens, to find the information they need, collaborate efficiently, and understand the data's meaning. This focus on trustworthy business intelligence helps organizations achieve reliable outcomes and optimize their digital operations.

Drip Capital Inc. is a financial technology company that specializes in providing credit solutions to small and medium enterprises (SMEs) involved in cross-border trade, particularly in developing markets. Founded in 2014 and headquartered in Palo Alto, California, with an additional office in Mumbai, India, Drip Capital offers a range of trade financing products, including invoice factoring, export finance, and receivables factoring. The company's innovative platform employs an automated risk assessment model, allowing SMEs to access working capital quickly and with minimal paperwork. By leveraging multiple data sources for transaction underwriting, Drip Capital aims to simplify the borrowing process, enabling businesses to obtain collateral-free loans and lines of credit to manage their inventory and fulfill purchase orders effectively. The company is supported by a team of professionals with backgrounds from prestigious institutions and has garnered backing from notable Silicon Valley investors.

BIK is the most intelligent e-commerce marketing platform. Helping Brands to increase their ROI. Our platform enables brands to do personalized marketing delivering higher conversions. Using our data driven broadcasting, chatbots, CRM & growth tools, we have enabled brands driving up to 66x ROI.

Oushu is a prominent provider of big data and AI-based platform software, specializing in the development of database solutions designed to manage large datasets. The company’s software is powered by Apache HAWQ, which allows for a combination of high performance and scalability. This enables users to efficiently interact with significant volumes of data, supporting businesses in their data-driven decision-making processes. Oushu's innovative approach aims to revolutionize enterprise databases for a modern technological landscape.

Hongtu Technology focuses on the development of data privacy compliance technology.

Analytical Biosciences focuses on the development of single-cell genome technologies to enhance the understanding and treatment of human diseases. By collaborating with medical research institutions, hospitals, and pharmaceutical companies, the company leverages single-cell genomics and bioinformatics to create detailed maps of diseases. This approach allows for large-scale systematic disease mapping and the mining of extensive data sets, which aids partners in identifying new therapeutic targets and formulating innovative treatment strategies. Analytical Biosciences employs high-resolution databases and advanced data analytics to facilitate the discovery and validation of novel cellular targets and biomarkers, ultimately contributing to the development of next-generation therapeutics and diagnostics.

WakeData is a provider of comprehensive big data services designed for offline enterprises. The company specializes in integrating online and offline data to enhance operational efficiency and facilitate digital transformation for its clients. By leveraging technologies such as WiFi probes, camera face recognition, and user online behavior analysis, WakeData enables businesses to optimize their customer management and marketing strategies. This approach shifts enterprise IT from merely supporting business operations to driving them, transforming traditional marketing methods into targeted digital campaigns. Through its innovative solutions, WakeData aims to unlock the full value of offline data, contributing to more effective decision-making and management in the retail sector.

Jiangxing Intelligence Inc., founded in 2018 by Professor Liu Jiangchuan, specializes in the development and operation of artificial intelligence (AI) and edge computing technologies tailored for the Internet of Things (IoT) in China. The company offers solutions such as EdgeBox, which enables real-time processing of big data for industrial clients across various sectors, including manufacturing, energy, transportation, and smart cities. Additionally, its Ubiquitous Wisdom Eye device provides intelligent monitoring for transmission lines by integrating data from various sensors, creating a cohesive supervision platform. Headquartered in Beijing, with offices in Shenzhen and Nanjing, Jiangxing Intelligence has secured significant venture capital funding, positioning itself as a leader in advanced edge computing applications for energy and industrial security.

Turtlemint is an online insurance platform based in Mumbai, Maharashtra, India, that simplifies the process of buying and managing insurance policies. Founded in 2015, the company aims to make insurance accessible and understandable by demystifying complex jargon and providing user-friendly tools. Turtlemint offers a range of insurance products, including car, bike, health, and term life insurance, allowing customers to search, compare, and purchase policies entirely online with just a few clicks. The platform leverages proprietary algorithms and data analytics to provide personalized recommendations, while also offering a network of offline facilitators to assist with the purchase and claims process. This comprehensive approach enables clients to select the right insurance schemes tailored to their needs.

Founded in 2015 by Sang Wenfeng, Sensors Data specializes in big data analysis services and user behavior insights. The company has developed an analytics platform that offers eight analysis models for comprehensive cross-analysis, allowing clients to deeply understand user behavior, evaluate marketing effectiveness, and enhance product experiences. Sensors Data serves over 300 clients, including notable companies like Ofo, a bike-sharing service, Keep, a fitness app, and Miaopai, a video-sharing platform. Through its professional consulting services, Sensors Data aims to improve operational efficiency and provide valuable insights into user behaviors for its diverse clientele.

WakeData is a provider of comprehensive big data services designed for offline enterprises. The company specializes in integrating online and offline data to enhance operational efficiency and facilitate digital transformation for its clients. By leveraging technologies such as WiFi probes, camera face recognition, and user online behavior analysis, WakeData enables businesses to optimize their customer management and marketing strategies. This approach shifts enterprise IT from merely supporting business operations to driving them, transforming traditional marketing methods into targeted digital campaigns. Through its innovative solutions, WakeData aims to unlock the full value of offline data, contributing to more effective decision-making and management in the retail sector.

Rizhiyi Machine operates an intelligent data analysis platform focused on enhancing enterprise management through effective utilization of machine data. The company offers a comprehensive suite of services that includes collecting, cleaning, sorting, searching, and analyzing log data. This platform assists businesses in optimizing their IT operations by transforming complex machine data into actionable insights. By addressing the challenges posed by manual operations and the inefficiencies of log data analysis, Rizhiyi enables enterprises to improve their operational efficiency and drive better decision-making.

LvYue Travel Information Technology (Beijing) Co., Ltd., established in 2016 and based in Beijing, operates within the hotel management sector in China. The company is part of the Luyue Group, which is strategically linked to Ctrip Group and focuses on integrating hotel management with information technology and procurement. Under the leadership of CEO Zhang Qiang, the Luyue Group aims to enhance the tourism industry by leveraging internet innovations and technology to improve operational effectiveness. It utilizes data-driven strategies derived from user information from Ctrip and Qunar.com, alongside its own technology development team. The group is recognized for its innovative systems, including the Aladdin global intelligent location system and XPMS, which facilitate the management of non-standard hotels through a comprehensive service approach.

Mintbao is an insurance technology company that provides personalized insurance solutions. Mintbao focuses on the implementation of intelligent recommendation decision models, data mining, industry knowledge maps., and other artificial intelligence technologies in the insurance field, offering comprehensive insurance sales solutions including intelligent insurance consultants, intelligent underwriting consulting systems, user risk identification, and precision marketing. Mintbao was established in 2017.

Zhuge is the leading real estate big data and real estate artificial intelligence startup company in China,providing users with real estate information search services in their cities. Zhuge's self-developed real estate big data search engine (Zhuge-HBSE System) can clean and reorganize the entire website data every 10 minutes to ensure the comprehensiveness and effectiveness of the listing. Therefore, Beijing Zhugefangfang Information Technology Co., Ltd. can gain insight into the changes in each listing data from the micro-level and then see the trend of understanding the entire real estate market.

Drip Capital Inc. is a financial technology company that specializes in providing credit solutions to small and medium enterprises (SMEs) involved in cross-border trade, particularly in developing markets. Founded in 2014 and headquartered in Palo Alto, California, with an additional office in Mumbai, India, Drip Capital offers a range of trade financing products, including invoice factoring, export finance, and receivables factoring. The company's innovative platform employs an automated risk assessment model, allowing SMEs to access working capital quickly and with minimal paperwork. By leveraging multiple data sources for transaction underwriting, Drip Capital aims to simplify the borrowing process, enabling businesses to obtain collateral-free loans and lines of credit to manage their inventory and fulfill purchase orders effectively. The company is supported by a team of professionals with backgrounds from prestigious institutions and has garnered backing from notable Silicon Valley investors.

Guandata is committed to the philosophy of “AI+BI makes decisions more intelligent” and is committed to providing next-generation data analytics and business intelligence (BI) solutions to new retail, new finance, pan-Internet and integrated group customers.

Jiangxing Intelligence Inc., founded in 2018 by Professor Liu Jiangchuan, specializes in the development and operation of artificial intelligence (AI) and edge computing technologies tailored for the Internet of Things (IoT) in China. The company offers solutions such as EdgeBox, which enables real-time processing of big data for industrial clients across various sectors, including manufacturing, energy, transportation, and smart cities. Additionally, its Ubiquitous Wisdom Eye device provides intelligent monitoring for transmission lines by integrating data from various sensors, creating a cohesive supervision platform. Headquartered in Beijing, with offices in Shenzhen and Nanjing, Jiangxing Intelligence has secured significant venture capital funding, positioning itself as a leader in advanced edge computing applications for energy and industrial security.

WakeData is a provider of comprehensive big data services designed for offline enterprises. The company specializes in integrating online and offline data to enhance operational efficiency and facilitate digital transformation for its clients. By leveraging technologies such as WiFi probes, camera face recognition, and user online behavior analysis, WakeData enables businesses to optimize their customer management and marketing strategies. This approach shifts enterprise IT from merely supporting business operations to driving them, transforming traditional marketing methods into targeted digital campaigns. Through its innovative solutions, WakeData aims to unlock the full value of offline data, contributing to more effective decision-making and management in the retail sector.

Band Protocol is a decentralized blockchain protocol that serves as a cross-chain data oracle platform, designed to connect real-world data and APIs with smart contracts. Founded in 2017 and based in Tortola, British Virgin Islands, it addresses the challenge of blockchains being unable to securely access external data. By providing reliable data access without central points of failure, Band Protocol enhances the functionality of smart contracts, facilitating the development of decentralized applications such as decentralized finance (DeFi), prediction markets, and gaming. The platform enables the creation of tokenized marketplaces and supports the introduction of both real-world products and new digital assets, including rare digital collectibles.

Turtlemint is an online insurance platform based in Mumbai, Maharashtra, India, that simplifies the process of buying and managing insurance policies. Founded in 2015, the company aims to make insurance accessible and understandable by demystifying complex jargon and providing user-friendly tools. Turtlemint offers a range of insurance products, including car, bike, health, and term life insurance, allowing customers to search, compare, and purchase policies entirely online with just a few clicks. The platform leverages proprietary algorithms and data analytics to provide personalized recommendations, while also offering a network of offline facilitators to assist with the purchase and claims process. This comprehensive approach enables clients to select the right insurance schemes tailored to their needs.

Turtlemint is an online insurance platform based in Mumbai, Maharashtra, India, that simplifies the process of buying and managing insurance policies. Founded in 2015, the company aims to make insurance accessible and understandable by demystifying complex jargon and providing user-friendly tools. Turtlemint offers a range of insurance products, including car, bike, health, and term life insurance, allowing customers to search, compare, and purchase policies entirely online with just a few clicks. The platform leverages proprietary algorithms and data analytics to provide personalized recommendations, while also offering a network of offline facilitators to assist with the purchase and claims process. This comprehensive approach enables clients to select the right insurance schemes tailored to their needs.

Shannon.ai is an artificial intelligence company based in Beijing, China, focused on serving the financial sector. The company operates a platform that utilizes advanced AI algorithms to analyze, extract, and integrate vast amounts of financial information. It advocates for a natural language-based information interaction model, enabling investors to access relevant data in a more intuitive, timely, and accurate manner. This approach allows business clients and analysts to quickly understand the rapid changes in financial markets, providing them with enhanced speed, broader coverage, and deeper insights into the information landscape.

ImageDT is an enterprise services company specializing in image recognition and semantic analysis technology. It offers solutions that enhance product modeling, improve recognition accuracy, and facilitate comprehensive data collection. The company's tools enable offline inventory management, e-commerce monitoring, and insights into public opinion, helping businesses identify growth opportunities. By providing instant reports and actionable intelligence, ImageDT equips brands to gain a competitive edge in the market.

Zhuge is the leading real estate big data and real estate artificial intelligence startup company in China,providing users with real estate information search services in their cities. Zhuge's self-developed real estate big data search engine (Zhuge-HBSE System) can clean and reorganize the entire website data every 10 minutes to ensure the comprehensiveness and effectiveness of the listing. Therefore, Beijing Zhugefangfang Information Technology Co., Ltd. can gain insight into the changes in each listing data from the micro-level and then see the trend of understanding the entire real estate market.

Drip Capital Inc. is a financial technology company that specializes in providing credit solutions to small and medium enterprises (SMEs) involved in cross-border trade, particularly in developing markets. Founded in 2014 and headquartered in Palo Alto, California, with an additional office in Mumbai, India, Drip Capital offers a range of trade financing products, including invoice factoring, export finance, and receivables factoring. The company's innovative platform employs an automated risk assessment model, allowing SMEs to access working capital quickly and with minimal paperwork. By leveraging multiple data sources for transaction underwriting, Drip Capital aims to simplify the borrowing process, enabling businesses to obtain collateral-free loans and lines of credit to manage their inventory and fulfill purchase orders effectively. The company is supported by a team of professionals with backgrounds from prestigious institutions and has garnered backing from notable Silicon Valley investors.

Synyi is a provider of an artificial intelligence-powered medical data platform designed to enhance medical research, healthcare, and patient services through big data applications. The company specializes in utilizing natural language processing technology to structure and standardize medical texts, employing techniques such as lexical, syntactic, and semantic analysis. This enables hospitals to implement smart medical systems that improve access to critical information. The core team at Synyi consists of experts from prestigious universities and leading companies, with significant achievements in artificial intelligence and medical informatics. Their work has been recognized in numerous national and municipal projects, along with the publication of over 20 papers in top international journals and presentations at major medical conferences.

Founded in 2015 by Sang Wenfeng, Sensors Data specializes in big data analysis services and user behavior insights. The company has developed an analytics platform that offers eight analysis models for comprehensive cross-analysis, allowing clients to deeply understand user behavior, evaluate marketing effectiveness, and enhance product experiences. Sensors Data serves over 300 clients, including notable companies like Ofo, a bike-sharing service, Keep, a fitness app, and Miaopai, a video-sharing platform. Through its professional consulting services, Sensors Data aims to improve operational efficiency and provide valuable insights into user behaviors for its diverse clientele.

Guandata is committed to the philosophy of “AI+BI makes decisions more intelligent” and is committed to providing next-generation data analytics and business intelligence (BI) solutions to new retail, new finance, pan-Internet and integrated group customers.

DataVisor Inc. is a company specializing in fraud and financial crime detection solutions, established in 2013 and located in Mountain View, California. The firm employs advanced unsupervised machine learning technology to predict and identify attack vectors, effectively protecting large consumer-facing organizations from various digital threats. Its key products include dCube, which enables proactive fraud detection and prevention, and dVector, which enhances fraud management through accurate signal analysis. Additionally, dEdge collects real-time intelligence from connected devices to safeguard mobile and web applications against sophisticated attacks. DataVisor addresses a wide range of fraud types, including account takeovers, fake account creations, money laundering, and promotional abuse, serving industries such as financial services, retail, e-commerce, social platforms, and telecommunications. The company's innovative approach enables organizations to respond to rapidly evolving fraud tactics and mitigate risks in real time.

Shannon.ai is an artificial intelligence company based in Beijing, China, focused on serving the financial sector. The company operates a platform that utilizes advanced AI algorithms to analyze, extract, and integrate vast amounts of financial information. It advocates for a natural language-based information interaction model, enabling investors to access relevant data in a more intuitive, timely, and accurate manner. This approach allows business clients and analysts to quickly understand the rapid changes in financial markets, providing them with enhanced speed, broader coverage, and deeper insights into the information landscape.

Oushu is a prominent provider of big data and AI-based platform software, specializing in the development of database solutions designed to manage large datasets. The company’s software is powered by Apache HAWQ, which allows for a combination of high performance and scalability. This enables users to efficiently interact with significant volumes of data, supporting businesses in their data-driven decision-making processes. Oushu's innovative approach aims to revolutionize enterprise databases for a modern technological landscape.

Signals Analytics is a data intelligence company that provides a platform designed to help brands derive actionable insights from diverse data sources. Its Signals Playbook™ platform integrates various data sets, machine learning, and analytical tools to support decision-making throughout the product lifecycle. This cloud-based platform transforms unstructured and disconnected data into organized data lakes, enabling businesses to optimize product portfolios, accelerate new product success, and foster innovation. Prominent companies such as Procter & Gamble, Nestle, Johnson & Johnson, Bayer, and 3M utilize Signals Analytics to enhance their business strategies. The company has received recognition for its innovative approach, being labeled “The App Store for Innovation” by Forbes, awarded as a Cool Vendor by Gartner, and recognized as a Deloitte Fast 50 Technology Company. Signals Analytics assists clients in improving commercial decisions, anticipating market changes, and enhancing customer engagement, ultimately leading to better business outcomes with reduced risk.

Synyi is a provider of an artificial intelligence-powered medical data platform designed to enhance medical research, healthcare, and patient services through big data applications. The company specializes in utilizing natural language processing technology to structure and standardize medical texts, employing techniques such as lexical, syntactic, and semantic analysis. This enables hospitals to implement smart medical systems that improve access to critical information. The core team at Synyi consists of experts from prestigious universities and leading companies, with significant achievements in artificial intelligence and medical informatics. Their work has been recognized in numerous national and municipal projects, along with the publication of over 20 papers in top international journals and presentations at major medical conferences.

Founded in 2015 by Sang Wenfeng, Sensors Data specializes in big data analysis services and user behavior insights. The company has developed an analytics platform that offers eight analysis models for comprehensive cross-analysis, allowing clients to deeply understand user behavior, evaluate marketing effectiveness, and enhance product experiences. Sensors Data serves over 300 clients, including notable companies like Ofo, a bike-sharing service, Keep, a fitness app, and Miaopai, a video-sharing platform. Through its professional consulting services, Sensors Data aims to improve operational efficiency and provide valuable insights into user behaviors for its diverse clientele.

CooTek is a global mobile internet company founded in 2008 and headquartered in Shanghai, with additional offices in locations such as Silicon Valley and Beijing. The company specializes in developing innovative mobile applications and artificial intelligence technology, aiming to enhance user expression and content engagement. Its flagship product, TouchPal Keyboard, offers a superior input experience for both Android and iPhone users. CooTek's portfolio includes a variety of content-rich applications across multiple categories, including online literature, mobile games, and scenario-based apps in areas such as fitness and healthcare. The company boasts a substantial user base, with its products achieving an average of 213.7 million monthly active users globally in 2018. CooTek is also committed to technology innovation, holding over 170 patents and operating a big data development center and AI lab in Silicon Valley. Additionally, the company actively contributes to academic discourse in the fields of big data and AI, with research presented at prestigious conferences.

Signals Analytics is a data intelligence company that provides a platform designed to help brands derive actionable insights from diverse data sources. Its Signals Playbook™ platform integrates various data sets, machine learning, and analytical tools to support decision-making throughout the product lifecycle. This cloud-based platform transforms unstructured and disconnected data into organized data lakes, enabling businesses to optimize product portfolios, accelerate new product success, and foster innovation. Prominent companies such as Procter & Gamble, Nestle, Johnson & Johnson, Bayer, and 3M utilize Signals Analytics to enhance their business strategies. The company has received recognition for its innovative approach, being labeled “The App Store for Innovation” by Forbes, awarded as a Cool Vendor by Gartner, and recognized as a Deloitte Fast 50 Technology Company. Signals Analytics assists clients in improving commercial decisions, anticipating market changes, and enhancing customer engagement, ultimately leading to better business outcomes with reduced risk.

Shanghai MOLBASE Technology Co., Ltd. is a prominent player in the chemical e-commerce sector, offering a comprehensive platform that connects buyers and vendors of chemicals. Founded in 2011 and headquartered in Shanghai, the company provides a robust compound database and e-commerce solutions tailored for the pharmaceutical, biotech, specialty industries, and research organizations. MOLBASE enables professional buyers to inquire about and purchase a wide range of chemicals through a centralized website that features real-time product data updates. The platform leverages artificial intelligence technologies to enhance its services, which include business intelligence, financing information, and logistics facilitation. Recognized as the largest chemical e-commerce platform in China by gross merchandise value in 2017 and 2018, MOLBASE continues to serve as an integrated resource for chemical transactions and related services globally.

Alooma Ltd. is a data platform provider that enables users to build and manage data pipelines efficiently. Founded in 2013 and headquartered in Tel Aviv, Israel, with an additional office in California, the company allows data teams to integrate various data sources into a centralized data warehouse in real-time, primarily facilitating migration to Google Cloud services. Alooma supports numerous popular data sources and features a fault-tolerant, distributed architecture, providing users with visibility into their data pipelines, including monitoring of throughput, latency, and error rates. The platform also offers web and email notifications to alert users of any issues within their data pipelines, enhancing the overall data management and migration experience. As of March 2019, Alooma operates as a subsidiary of Google LLC.

Rizhiyi Machine operates an intelligent data analysis platform focused on enhancing enterprise management through effective utilization of machine data. The company offers a comprehensive suite of services that includes collecting, cleaning, sorting, searching, and analyzing log data. This platform assists businesses in optimizing their IT operations by transforming complex machine data into actionable insights. By addressing the challenges posed by manual operations and the inefficiencies of log data analysis, Rizhiyi enables enterprises to improve their operational efficiency and drive better decision-making.

Signals Analytics is a data intelligence company that provides a platform designed to help brands derive actionable insights from diverse data sources. Its Signals Playbook™ platform integrates various data sets, machine learning, and analytical tools to support decision-making throughout the product lifecycle. This cloud-based platform transforms unstructured and disconnected data into organized data lakes, enabling businesses to optimize product portfolios, accelerate new product success, and foster innovation. Prominent companies such as Procter & Gamble, Nestle, Johnson & Johnson, Bayer, and 3M utilize Signals Analytics to enhance their business strategies. The company has received recognition for its innovative approach, being labeled “The App Store for Innovation” by Forbes, awarded as a Cool Vendor by Gartner, and recognized as a Deloitte Fast 50 Technology Company. Signals Analytics assists clients in improving commercial decisions, anticipating market changes, and enhancing customer engagement, ultimately leading to better business outcomes with reduced risk.

Founded in 2015 by Sang Wenfeng, Sensors Data specializes in big data analysis services and user behavior insights. The company has developed an analytics platform that offers eight analysis models for comprehensive cross-analysis, allowing clients to deeply understand user behavior, evaluate marketing effectiveness, and enhance product experiences. Sensors Data serves over 300 clients, including notable companies like Ofo, a bike-sharing service, Keep, a fitness app, and Miaopai, a video-sharing platform. Through its professional consulting services, Sensors Data aims to improve operational efficiency and provide valuable insights into user behaviors for its diverse clientele.

CB4 is a provider of artificial intelligence solutions designed to assist retail teams in capturing lost sales and enhancing customer experiences. The company's software utilizes patented machine learning algorithms to analyze existing point-of-sale data, enabling the identification of physical issues that hinder sales and impact customer satisfaction. By generating customized lists of SKUs tailored to each store's unique selling patterns and operational conditions, CB4 highlights specific products that can significantly increase revenue. These recommendations address various operational inefficiencies, such as improper product placement, labeling errors, or inventory discrepancies. Retailers can implement quick fixes, like adjusting stock levels or repositioning products, to boost sales and meet customer demands. Over time, the system learns from the adjustments made by stores, allowing for increasingly valuable and actionable insights.

Alooma Ltd. is a data platform provider that enables users to build and manage data pipelines efficiently. Founded in 2013 and headquartered in Tel Aviv, Israel, with an additional office in California, the company allows data teams to integrate various data sources into a centralized data warehouse in real-time, primarily facilitating migration to Google Cloud services. Alooma supports numerous popular data sources and features a fault-tolerant, distributed architecture, providing users with visibility into their data pipelines, including monitoring of throughput, latency, and error rates. The platform also offers web and email notifications to alert users of any issues within their data pipelines, enhancing the overall data management and migration experience. As of March 2019, Alooma operates as a subsidiary of Google LLC.

CooTek is a global mobile internet company founded in 2008 and headquartered in Shanghai, with additional offices in locations such as Silicon Valley and Beijing. The company specializes in developing innovative mobile applications and artificial intelligence technology, aiming to enhance user expression and content engagement. Its flagship product, TouchPal Keyboard, offers a superior input experience for both Android and iPhone users. CooTek's portfolio includes a variety of content-rich applications across multiple categories, including online literature, mobile games, and scenario-based apps in areas such as fitness and healthcare. The company boasts a substantial user base, with its products achieving an average of 213.7 million monthly active users globally in 2018. CooTek is also committed to technology innovation, holding over 170 patents and operating a big data development center and AI lab in Silicon Valley. Additionally, the company actively contributes to academic discourse in the fields of big data and AI, with research presented at prestigious conferences.

EverString, established in 2012 and headquartered in San Mateo, California, specializes in a predictive analytics platform designed for B2B companies. Its cloud-based SaaS solution identifies and engages customer prospects by tracking and analyzing user data patterns, developing custom predictive models, and monitoring prospect behaviors to reveal intent. The platform offers predictive scoring, demand generation, and advertisement targeting, aiding clients in building new pipelines and enhancing conversion rates. As of November 2020, EverString operates as a subsidiary of ZoomInfo Technologies Inc.

Peak Labs creates web tools and mobile applications that aim to improve users' productivity. Their solutions are created using self-learning data extraction techniques and are based on knowledge maps and meta-databases. Their three primary offerings are a mobile keyboard input called rasgueado keyboard, a web browser called mammoth browser, and an application for gathering information called zine project.

Onavo, founded 2010, is the company behind Onavo Insights, the largest mobile intelligence service, and the developer of the award-winning Onavo mobile utility apps. Onavo Insights market intelligence data, powered by fully anonymized data from Onavo's apps, powers business decisions in companies in verticals diverse as finance, gaming, entertainment and social networking, and reports are cited regularly in the press as the primary barometer of the mobile app ecosystem.

Mu Sigma Inc. is a data analytics company that provides decision support system tools and software to Fortune 500 organizations. Founded in 2004 and headquartered in Northbrook, Illinois, the company specializes in various analytical services, including marketing analytics, risk analytics, and supply chain analytics. Its marketing analytics encompass services such as customer segmentation, marketing measurement, and churn analysis, while its risk analytics focus on predictive modeling for fraud detection and credit scoring. Additionally, Mu Sigma offers supply chain analytics, which includes inventory management and demand forecasting. The company serves a diverse range of industries, including airline, healthcare, retail, technology, and telecommunications, by enabling organizations to enhance their data-driven decision-making capabilities.

Onavo, founded 2010, is the company behind Onavo Insights, the largest mobile intelligence service, and the developer of the award-winning Onavo mobile utility apps. Onavo Insights market intelligence data, powered by fully anonymized data from Onavo's apps, powers business decisions in companies in verticals diverse as finance, gaming, entertainment and social networking, and reports are cited regularly in the press as the primary barometer of the mobile app ecosystem.

eClerx Services Limited is a knowledge process outsourcing company headquartered in Mumbai, India, specializing in data management, analytics, and business process outsourcing. The company serves a diverse global clientele, including over 30 Fortune 500 companies in industries such as financial services, telecommunications, retail, media, and manufacturing. eClerx offers a wide range of services, including customer experience solutions, omnichannel customer support, digital analytics, and robotic process automation. It also provides advanced services such as campaign operations, digital asset management, social media services, and regulatory compliance. With five delivery centers across India, eClerx organizes its operations into geographic segments covering the United States, United Kingdom, Europe, and Asia-Pacific, with the majority of its revenue generated from the U.S. market. Founded in 2000, the company is committed to optimizing business processes and enhancing customer interactions through innovative technology and analytics-driven solutions.

eClerx Services Limited is a knowledge process outsourcing company headquartered in Mumbai, India, specializing in data management, analytics, and business process outsourcing. The company serves a diverse global clientele, including over 30 Fortune 500 companies in industries such as financial services, telecommunications, retail, media, and manufacturing. eClerx offers a wide range of services, including customer experience solutions, omnichannel customer support, digital analytics, and robotic process automation. It also provides advanced services such as campaign operations, digital asset management, social media services, and regulatory compliance. With five delivery centers across India, eClerx organizes its operations into geographic segments covering the United States, United Kingdom, Europe, and Asia-Pacific, with the majority of its revenue generated from the U.S. market. Founded in 2000, the company is committed to optimizing business processes and enhancing customer interactions through innovative technology and analytics-driven solutions.

SCIO Health Analytics is a provider of health analytic services focused on transforming healthcare through actionable insights. The company develops a platform that addresses complex challenges in the industry by delivering solutions in payment integrity, risk and care management, value-based benefit design, consumer engagement, and consumer segmentation. By offering these services, SCIO Health Analytics supports healthcare organizations in meeting their critical business and analytical needs, ultimately driving positive changes in the healthcare landscape.

Relevance AI is a technology company that specializes in creating custom AI agents aimed at automating repetitive reasoning tasks for businesses. Its platform features two primary products: AI Tools, which integrate smoothly into existing workflows to automate routine tasks, and AI Agents, designed to optimize complete workflows in sectors such as marketing, sales, and research. By utilizing advanced artificial intelligence vectors, Relevance AI transforms unstructured data into actionable insights with minimal labeling or training, making the technology accessible and cost-effective for organizations of all sizes. The platform's AI chaining capability allows businesses to automate complex reasoning tasks without requiring a team of expert AI engineers, enabling enhanced search functionality within websites, applications, or enterprise software without the need for extensive coding or configuration.

Sarvam AI focuses on advancing artificial intelligence research to enhance the performance, reliability, and affordability of generative AI application development in India. The company develops sophisticated large language models tailored to the country's diverse linguistic environment, providing a user-friendly platform for creating and assessing generative AI applications. Sarvam AI emphasizes open-source collaboration, allowing businesses to leverage modern AI technology to gain a competitive advantage in their respective markets.