Accel

Embodied Intelligence for the Home

Spyne, founded in 2018 by Sanjay Kumar and Deepti Prasad and headquartered in Gurgaon, is a Deep Tech startup focused on revolutionizing the production of high-quality product images and videos for businesses and marketplaces through artificial intelligence. The company has developed a unique AI platform that automates image processing workflows, allowing businesses to create stunning catalogs without the need for physical studios, thus achieving up to 40% better conversion rates. Spyne's technology enables users to shoot, edit, and publish product visuals at a fraction of the cost and time. With a team of over 100 employees, Spyne serves more than 80 clients, including major players like Amazon India and Flipkart, across various sectors such as automotive, food, and retail in over 15 countries. The company has recently launched Spyne AI – Cars, aimed at the automotive industry, and plans to extend its innovative solutions to e-commerce, fashion, and real estate. Additionally, Spyne is exploring advancements in augmented and virtual reality technologies to develop products for the Metaverse and Omniverse.

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 consistent and quantifiable business results. Recognized as a top 5 Data Science and Machine Learning platform by G2 for customer satisfaction, RapidCanvas serves 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 across various industries and use cases achieve better AI-driven outcomes.

Nebius AI is an AI-centric public cloud platform, launched in late 2023 and specifically crafted to serve AI models from ML training to inferencing at a scale. Our mission is to enable ML practitioners to concentrate on their core job while DevOps, MLOps and infrastructure related tasks are on us. Our goal is to build an ML-specific cloud platform covering the whole ML lifecycle from A to Z: from data preparation and data labeling to ML training and inference.

We are revolutionizing the healthcare industry with our state-of-the-art artificial intelligence solutions, specifically designed for medical diagnostics and breast cancer prediction. Our mission is to enhance patient outcomes, streamline medical processes, and safeguard healthcare systems.

Taito.ai specializes in an AI platform that empowers users to create and deploy intelligent applications. It offers a range of tools and features for developing and optimizing machine learning models. Additionally, the company's AI-powered performance enablement platform automates employee performance management, streamlining processes such as feedback, one-on-ones, and growth planning to enhance employee development and team progress.

Tessl is a technology company that specializes in AI-native software development. It offers an AI-powered platform that generates, maintains, and tests code, ensuring high-quality, secure, and self-maintaining software tailored to users' requirements. This platform is designed to be modular, scalable, and future-proof, allowing developers to create software that is compatible with emerging AI technologies.

Nurix AI, established in 2024 by Mukesh Bansal, specializes in developing generative AI solutions that balance automation with human oversight. The company integrates AI into enterprise workflows and customer interactions, ensuring accurate, context-aware responses tailored to each business. Nurix's platform connects with existing CRM and ERP systems, enhancing data consistency and operational efficiency. The company has raised $27.5 million in Series A funding from Accel and General Catalyst.

Ema offers a Universal AI employee designed to automate complex workflows and improve productivity within organizations. Utilizing the Generative Workflow Engine, Ema integrates seamlessly with enterprise applications, allowing users to delegate repetitive tasks efficiently. The platform combines multiple AI models to ensure accuracy and security, making it a valuable asset for various business functions such as customer support, HR, and finance.

Simplismart is a company that enables enterprises to develop and manage scalable, production-grade AI systems without the need for coding. It specializes in facilitating model deployment and offers training for both amateur and expert users. By providing tools for collaborative monitoring of machine learning models across various data types and use cases, Simplismart streamlines the development lifecycle of AI systems. This approach allows businesses to efficiently implement AI solutions while minimizing technical barriers, making advanced technology accessible to a broader range of users.

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 consistent and quantifiable business results. Recognized as a top 5 Data Science and Machine Learning platform by G2 for customer satisfaction, RapidCanvas serves 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 across various industries and use cases achieve better AI-driven outcomes.

Rasa Technologies GmbH, founded in 2016 and based in Berlin, Germany, specializes in developing machine learning tools for creating conversational software, including chatbots and virtual assistants. The company offers a suite of products, notably Rasa Open Source, a widely adopted framework for building text- and voice-based AI assistants, and Rasa X, a toolset designed to enhance and share these assistants. Rasa Enterprise provides an enterprise-grade solution for developing contextual assistants at scale. Rasa's platform is utilized across various industries, including healthcare, insurance, banking, telecommunications, and travel, focusing on applications such as lead generation, internal process automation, and customer service. The company is known for its commitment to data privacy and security, catering to both startups and large enterprises.

Vocode is a developer of an open-source library that focuses on creating voice-based applications using voice artificial intelligence. The company's platform facilitates the development of voice interfaces by providing essential features such as real-time speech recognition, natural language understanding, and speech synthesis. By emphasizing composability, Vocode equips developers with out-of-the-box tools tailored for common workflows, allowing them to seamlessly create realistic and production-ready conversational voice interfaces. This innovative approach positions Vocode as a key player in the evolution of voice technology, enabling a new generation of applications that leverage voice interactions.

AssemblyAI Inc. is a technology company based in San Francisco, California, established in 2017. It specializes in developing application programming interfaces (APIs) that facilitate the creation of customized chat interfaces and automate audio transcriptions. The company focuses on advancing speech AI technology by building highly accurate, user-friendly, and secure speech recognition models that can interpret and understand human speech. These models are utilized by thousands of users, including leading businesses and developers worldwide. AssemblyAI aims to democratize speech artificial intelligence, fostering innovation and expanding the potential applications of voice data across various industries. Its technology supports real-time transcription of streaming audio, allowing for the integration of industry-specific terminology and enhancing the development of voice-powered applications.

Syrup Tech offers an artificial intelligence-driven decision-support engine for inventory management in commerce. The platform applies demand forecasting and stochastic optimization to help brands and retailers optimally produce, procure, promote, and allocate inventory. By aligning inventory with unpredictable demand, Syrup Tech aims to increase sell-through of full-priced stock while preventing stock-outs and end-of-season markdowns, reducing unnecessary excess and overproduction, and lowering manual planning workloads for merchandising and planning teams. The solution supports profitability and sustainability by improving inventory efficiency and reducing waste across retail operations.

Viso Suite offers an end-to-end infrastructure for enterprises to build and scale computer vision applications swiftly. It consolidates the entire machine learning lifecycle, increasing productivity and ensuring compatibility across various applications. Applications built with Viso Suite are flexible, easily upgraded, and can be ported across different hardware platforms.

Effectiv is an innovative fraud management platform tailored for financial institutions, specializing in fraud prevention solutions. The company has developed a platform that conducts initial assessments of transactions to identify potential fraudulent behavior. By leveraging artificial intelligence, Effectiv automates the fraud detection process during the onboarding of new users, ensuring the authenticity of credentials through comprehensive data analysis. This approach enables financial companies to effectively detect and manage fraud, reducing costs associated with fraudulent activities.

Ripik.AI is a company focused on enhancing manufacturing competitiveness through its AI platform. The platform is designed to assist shop-floor managers and plant teams by offering an AI-ML-based system for running analytics and receiving recommendations. This no-code machine learning platform provides both on-site and off-site support, aiming to help manufacturing managers operate plants more efficiently, cost-effectively, and productively.

Turbine Ltd, established in 2015 and headquartered in Budapest, Hungary, specializes in computational biology for cancer drug development. The company's core product is a predictive model that simulates cellular behavior, aiding in the discovery, preclinical testing, and development of cancer therapies. Turbine's platform leverages proprietary Simulated Cell technology and artificial intelligence to identify novel protein targets and precision biomarkers, ultimately enhancing the translation of research into effective patient treatments.

Binocs is a company that enhances operational efficiency and risk management for private credit funds, enabling them to scale more effectively. It offers an integrated platform that automates document management by consolidating various channels into a single interface. Utilizing artificial intelligence and machine learning, Binocs extracts and standardizes financial data for the analysis of financial statements. The platform also features streamlined monitoring of covenants and environmental, social, and governance (ESG) factors, along with advanced data analytics and risk management tools. Additionally, Binocs provides customized financial models tailored to the specific needs of portfolio managers, allowing them to make informed decisions and manage their investments more efficiently.

AssemblyAI Inc. is a technology company based in San Francisco, California, established in 2017. It specializes in developing application programming interfaces (APIs) that facilitate the creation of customized chat interfaces and automate audio transcriptions. The company focuses on advancing speech AI technology by building highly accurate, user-friendly, and secure speech recognition models that can interpret and understand human speech. These models are utilized by thousands of users, including leading businesses and developers worldwide. AssemblyAI aims to democratize speech artificial intelligence, fostering innovation and expanding the potential applications of voice data across various industries. Its technology supports real-time transcription of streaming audio, allowing for the integration of industry-specific terminology and enhancing the development of voice-powered applications.

Founded in Chennai, Tamil Nadu in 2016 by Daniel Raj David, Detect Technologies is a pioneering Industrial AI & SaaS company. It enhances global industrial productivity via innovative AI architecture and hardware, offering real-time intelligent monitoring, predictive maintenance, and automated compliance solutions.

Gloat is an innovative Internal Talent Marketplace that empowers organizations to unlock and utilize the hidden potential of their workforce. Through its AI-driven platform, Gloat matches employees' skills and aspirations with suitable internal career opportunities, fostering personalized career development in real time while maintaining user anonymity. This approach not only supports individual career growth but also enhances organizational agility and visibility. Gloat is utilized by prominent companies around the globe, with deployments in over 120 countries, including major brands such as Unilever, PepsiCo, and HSBC. By providing valuable insights and data-driven recommendations, Gloat enables individuals to make informed career decisions and helps managers identify the right candidates for various roles within their organizations.

OtterTune, Inc., founded in 2020 and headquartered in Pittsburgh, Pennsylvania, offers an automated database tuning service aimed at enhancing the performance of data-intensive applications. The company’s technology continuously learns from database behavior and automatically adjusts runtime configurations, optimizing performance beyond the capabilities of traditional human database administrators. By analyzing prior tuning sessions, OtterTune's tool efficiently identifies optimal settings for database management systems, allowing developers to deploy these systems without needing extensive expertise in database administration. This innovative approach to database tuning not only reduces the time and resources required for setup but also ensures that databases operate under optimal conditions both now and in the future.

Finbots AI is an intelligent automation company that specializes in the finance, risk, and operations sectors. It has developed an AI-powered credit risk platform aimed at enhancing the efficiency and accuracy of credit decisions. By leveraging machine learning algorithms to analyze vast amounts of data, Finbots AI enables lenders to make informed credit assessments. The platform supports businesses in building, validating, and deploying credit models throughout the entire credit lifecycle, encompassing applications, behavior analysis, and collections. This approach allows organizations to streamline their credit decision-making processes based on customers' historical credit performance.

Spyne, founded in 2018 by Sanjay Kumar and Deepti Prasad and headquartered in Gurgaon, is a Deep Tech startup focused on revolutionizing the production of high-quality product images and videos for businesses and marketplaces through artificial intelligence. The company has developed a unique AI platform that automates image processing workflows, allowing businesses to create stunning catalogs without the need for physical studios, thus achieving up to 40% better conversion rates. Spyne's technology enables users to shoot, edit, and publish product visuals at a fraction of the cost and time. With a team of over 100 employees, Spyne serves more than 80 clients, including major players like Amazon India and Flipkart, across various sectors such as automotive, food, and retail in over 15 countries. The company has recently launched Spyne AI – Cars, aimed at the automotive industry, and plans to extend its innovative solutions to e-commerce, fashion, and real estate. Additionally, Spyne is exploring advancements in augmented and virtual reality technologies to develop products for the Metaverse and Omniverse.

Effectiv is an innovative fraud management platform tailored for financial institutions, specializing in fraud prevention solutions. The company has developed a platform that conducts initial assessments of transactions to identify potential fraudulent behavior. By leveraging artificial intelligence, Effectiv automates the fraud detection process during the onboarding of new users, ensuring the authenticity of credentials through comprehensive data analysis. This approach enables financial companies to effectively detect and manage fraud, reducing costs associated with fraudulent activities.

AssemblyAI Inc. is a technology company based in San Francisco, California, established in 2017. It specializes in developing application programming interfaces (APIs) that facilitate the creation of customized chat interfaces and automate audio transcriptions. The company focuses on advancing speech AI technology by building highly accurate, user-friendly, and secure speech recognition models that can interpret and understand human speech. These models are utilized by thousands of users, including leading businesses and developers worldwide. AssemblyAI aims to democratize speech artificial intelligence, fostering innovation and expanding the potential applications of voice data across various industries. Its technology supports real-time transcription of streaming audio, allowing for the integration of industry-specific terminology and enhancing the development of voice-powered applications.

RetainIQ is an e-commerce marketing company founded in 2021 by Arpit Gupta, Sulakshan Kumar, and Sitakanta Ray, and is headquartered in Wilmington, Delaware. The company specializes in helping global brands grow their online sales by providing a platform that enables the segmentation and delivery of personalized messages to customers using artificial intelligence. This capability allows businesses to create tailored experiences for their customers at scale, enhancing both customer conversion and retention. Through its innovative approach, RetainIQ aims to optimize marketing strategies for e-commerce businesses.

Lincode is an AI-driven technology company specializing in advanced machine vision and defect detection for manufacturing. Its platform uses pre-trained models and a no-code interface to deliver real-time quality inspections and defect identification across materials such as plastics, fabric, semiconductors, and metals, supporting applications from visual inspection to reporting and analytics. The system can be deployed on premises with edge AI for low latency processing and integrates with existing machine vision setups to serve automotive, aerospace, electronics, packaging, and related industries. By enabling configurable defect tolerances per defect or camera, it supports both automated and manual inspection workflows, helping manufacturers reduce waste, improve productivity, and lower costs. Lincode was established in 2018 and is based in Menlo Park, California, with an additional office in Bengaluru, India.

Searchlight, headquartered in San Francisco, specializes in early-stage talent assessment. Its Predictive Talent Platform automates reference checks and analyzes data to predict candidate success, enhancing hiring efficiency and effectiveness. The platform connects self-assessment and reference data with post-hire outcomes, providing real-time insights into competencies and soft skills. Searchlight aims to improve Quality of Hire by continuously learning from employee performance data, fostering a people-first approach to recruitment.

Priceloop is an AI-driven pricing software company that focuses on optimizing pricing strategies through data-driven decisions. The application leverages economic pricing principles and machine learning techniques to accurately set the prices of goods. By doing so, Priceloop empowers e-commerce and retail businesses to enhance their market presence and boost revenue generation. The company's innovative approach allows businesses to adapt to market dynamics effectively, ensuring they can capture economic value and remain competitive in their respective industries.

Socure develops digital identity verification solutions using artificial intelligence and machine learning. Its platform authenticates identities in real-time from various online/offline sources, automating customer identification program (CIP), know your customer (KYC), and anti-money laundering (AML) compliance initiatives.

Akridata Inc., established in 2017 and headquartered in Los Altos, California, specializes in developing AI-driven data operations platforms. The company's core business is creating efficient data architecture solutions that manage high-volume data processing for AI applications in the cloud. Akridata's innovative platform enables businesses to automatically filter and prepare raw data from edge sensors, optimizing deep learning model training times and reducing storage costs. Furthermore, Akridata offers cutting-edge computer vision technology tailored for visual inspection in manufacturing sectors, enhancing quality control by detecting defects swiftly and accurately at scale. This allows clients to transition from manual review processes to intelligent automation, improving efficiency and minimizing errors.

UnitQ is a product quality monitoring platform that leverages artificial intelligence to provide real-time insights into user feedback across multiple channels, languages, and regions. Headquartered in the United States, the company offers a software solution that helps organizations identify, quantify, and prioritize product bugs. By utilizing machine learning, UnitQ's platform efficiently processes omnichannel feedback, highlighting critical issues and categorizing them in a customizable dashboard. This enables companies to understand the impact of product launches and ongoing features, allowing them to address quality issues promptly and enhance user retention while reducing support ticket volumes.

Centaur Labs provides a platform for expert data annotation services, specializing in medical, scientific, and other complex datasets. It leverages a global network of tens of thousands of students and professionals to deliver accurate and scalable solutions.

Blameless, Inc. is a company that develops a comprehensive site reliability engineering (SRE) platform aimed at automating incident response for software businesses. Founded in 2017 and headquartered in San Mateo, California, Blameless provides tools for setting and monitoring service level objectives and agreements, facilitating coordinated incident response, and conducting root cause analysis. The platform enhances collaboration among engineering teams by assigning roles and checklists, and it features capabilities such as blameless postmortems and analytics dashboards. By leveraging AI-driven incident resolution and reliability insights, Blameless enables organizations to optimize their operational reliability while fostering a culture of continuous improvement and innovation.

Founded in Chennai, Tamil Nadu in 2016 by Daniel Raj David, Detect Technologies is a pioneering Industrial AI & SaaS company. It enhances global industrial productivity via innovative AI architecture and hardware, offering real-time intelligent monitoring, predictive maintenance, and automated compliance solutions.

Gloat is an innovative Internal Talent Marketplace that empowers organizations to unlock and utilize the hidden potential of their workforce. Through its AI-driven platform, Gloat matches employees' skills and aspirations with suitable internal career opportunities, fostering personalized career development in real time while maintaining user anonymity. This approach not only supports individual career growth but also enhances organizational agility and visibility. Gloat is utilized by prominent companies around the globe, with deployments in over 120 countries, including major brands such as Unilever, PepsiCo, and HSBC. By providing valuable insights and data-driven recommendations, Gloat enables individuals to make informed career decisions and helps managers identify the right candidates for various roles within their organizations.

Tessian Limited is a company that specializes in email security software designed to mitigate risks associated with human error and data loss. Founded in 2013 and headquartered in London, the company offers advanced solutions that leverage machine learning and artificial intelligence. Key products include CheckRecipient Guardian, which alerts users in real-time if emails are being sent to unintended recipients, and CheckRecipient RuleBuilder, which allows organizations to easily create and enforce email communication policies. The platform analyzes email networks to prevent sensitive information from being misdirected, thereby protecting clients in various sectors, including legal services, healthcare, investment banking, and technology. Tessian aims to enhance security while ensuring minimal disruption to employees' workflows, empowering them to work efficiently without compromising data integrity.

OtterTune, Inc., founded in 2020 and headquartered in Pittsburgh, Pennsylvania, offers an automated database tuning service aimed at enhancing the performance of data-intensive applications. The company’s technology continuously learns from database behavior and automatically adjusts runtime configurations, optimizing performance beyond the capabilities of traditional human database administrators. By analyzing prior tuning sessions, OtterTune's tool efficiently identifies optimal settings for database management systems, allowing developers to deploy these systems without needing extensive expertise in database administration. This innovative approach to database tuning not only reduces the time and resources required for setup but also ensures that databases operate under optimal conditions both now and in the future.

Ada Support Inc. is a computer software company that specializes in a chatbot platform designed to enhance customer experience for enterprise businesses. Founded in 2016 and headquartered in Toronto, Canada, Ada's platform leverages artificial intelligence to enable non-technical support teams to automate responses to customer inquiries. By utilizing a web and mobile machine learning engine, the platform effectively reduces support volume and empowers customers to find answers independently. Additionally, the system is capable of learning from interactions, continuously improving its ability to address customer needs and streamline support processes.

Shift Technology delivers AI-native decision automation and optimization solutions for the global insurance industry. Its cloud-based platform uses AI-driven fraud detection to analyze claims and identify potential fraud, helping insurers scale claims processing and improve accuracy and efficiency across the policy lifecycle.

Socure develops digital identity verification solutions using artificial intelligence and machine learning. Its platform authenticates identities in real-time from various online/offline sources, automating customer identification program (CIP), know your customer (KYC), and anti-money laundering (AML) compliance initiatives.

Turbine Ltd, established in 2015 and headquartered in Budapest, Hungary, specializes in computational biology for cancer drug development. The company's core product is a predictive model that simulates cellular behavior, aiding in the discovery, preclinical testing, and development of cancer therapies. Turbine's platform leverages proprietary Simulated Cell technology and artificial intelligence to identify novel protein targets and precision biomarkers, ultimately enhancing the translation of research into effective patient treatments.

Databand is a software company that specializes in providing a development framework and work management platform specifically designed for machine learning projects. Founded in 2018, the company is headquartered in the United States and has an additional office in Tel Aviv, Israel. Databand's platform streamlines the integration, production, and testing of machine learning pipelines, offering enhanced visibility for data scientists and engineers. By addressing the unique challenges associated with machine learning development, the platform facilitates cross-team standardization and collaboration, allowing teams to build solutions more rapidly and efficiently. It serves a diverse clientele, including both publicly traded enterprises and startups, helping them to create reliable data products while maintaining data health standards.

AssemblyAI Inc. is a technology company based in San Francisco, California, established in 2017. It specializes in developing application programming interfaces (APIs) that facilitate the creation of customized chat interfaces and automate audio transcriptions. The company focuses on advancing speech AI technology by building highly accurate, user-friendly, and secure speech recognition models that can interpret and understand human speech. These models are utilized by thousands of users, including leading businesses and developers worldwide. AssemblyAI aims to democratize speech artificial intelligence, fostering innovation and expanding the potential applications of voice data across various industries. Its technology supports real-time transcription of streaming audio, allowing for the integration of industry-specific terminology and enhancing the development of voice-powered applications.

Cognite is a global industrial AI Software-as-a-Service company that facilitates the digital transformation of heavy-asset industries such as oil and gas, shipping, manufacturing, and power and utilities. Founded in January 2017, the company has developed Cognite Data Fusion, a platform that enables the contextualization of operational and IT data. This facilitates the creation of industrial applications aimed at enhancing safety, sustainability, and efficiency in operations. Cognite's platform allows users, ranging from field engineers to data scientists, to access and leverage industrial data effectively, driving value and innovation within their organizations. With a workforce exceeding 400 professionals, including software developers, data scientists, and industry experts, Cognite operates offices in Norway, the United States, and Japan.

Snorkel AI, Inc. is a technology company that specializes in developing an end-to-end machine-learning platform designed to facilitate the creation, management, and monitoring of AI applications. Founded in 2016 and based in Palo Alto, California, the company offers Snorkel Flow, a platform that enables programmatic data labeling, augmentation, and curation. This platform supports the clean integration and management of data for AI, as well as the training and deployment of various models. Snorkel AI's technology is particularly adept at extracting entities, relationships, and structured information from complex documents and forms, while also ranking content based on relevance and other factors. The company serves diverse sectors, including finance, government, telecommunications, insurance, healthcare, and e-commerce, and is recognized for its contributions to AI research through peer-reviewed publications.

Rasa Technologies GmbH, founded in 2016 and based in Berlin, Germany, specializes in developing machine learning tools for creating conversational software, including chatbots and virtual assistants. The company offers a suite of products, notably Rasa Open Source, a widely adopted framework for building text- and voice-based AI assistants, and Rasa X, a toolset designed to enhance and share these assistants. Rasa Enterprise provides an enterprise-grade solution for developing contextual assistants at scale. Rasa's platform is utilized across various industries, including healthcare, insurance, banking, telecommunications, and travel, focusing on applications such as lead generation, internal process automation, and customer service. The company is known for its commitment to data privacy and security, catering to both startups and large enterprises.

Ada Support Inc. is a computer software company that specializes in a chatbot platform designed to enhance customer experience for enterprise businesses. Founded in 2016 and headquartered in Toronto, Canada, Ada's platform leverages artificial intelligence to enable non-technical support teams to automate responses to customer inquiries. By utilizing a web and mobile machine learning engine, the platform effectively reduces support volume and empowers customers to find answers independently. Additionally, the system is capable of learning from interactions, continuously improving its ability to address customer needs and streamline support processes.

Founded in 2019, Deepnote specializes in developing software for data scientists. Its collaborative notebook enables real-time collaboration, versioning, code review, and sharing of projects with team members or end-users. It also offers features like code intelligence, shortcuts, dashboards, and APIs.

Nines is a pioneering teleradiology practice that focuses on enhancing patient care through advanced technology. The company develops in-house tools that empower radiologists to provide high-quality diagnostics. Its platform is designed to analyze medical scans for urgent findings that necessitate immediate attention, as well as to identify subtle details that assist in the radiological review process. This innovative approach aims to improve the accuracy of results and overall patient care, setting Nines apart in the field of radiology.

Deserve offers mobile-first credit card services, leveraging cloud-native architecture and APIs for personalized experiences. It partners with financial institutions and others to provide credit cards that use machine learning and alternative data to assess creditworthiness, particularly for international students in the U.S.

Scale AI develops a platform that provides training and validation data for artificial intelligence applications. Its products include advanced annotation tools for images, videos, text, documents, and 3D sensor data, serving sectors such as autonomous vehicles, retail, conversational AI, robotics, AR/VR, and document processing.

Centaur Labs provides a platform for expert data annotation services, specializing in medical, scientific, and other complex datasets. It leverages a global network of tens of thousands of students and professionals to deliver accurate and scalable solutions.

Zebrium, Inc. is a technology company that specializes in autonomous log monitoring solutions aimed at identifying software incidents and determining their root causes. Founded in 2017 and headquartered in Santa Clara, California, Zebrium employs unsupervised machine learning to automatically detect anomalies in logs and metrics. Its platform identifies hotspots of correlated anomalous patterns, allowing developers to swiftly catch software issues and enhance their mean time to resolution. The company's innovative approach streamlines the incident detection process, providing organizations with tools to improve software reliability and performance.

Rasa Technologies GmbH, founded in 2016 and based in Berlin, Germany, specializes in developing machine learning tools for creating conversational software, including chatbots and virtual assistants. The company offers a suite of products, notably Rasa Open Source, a widely adopted framework for building text- and voice-based AI assistants, and Rasa X, a toolset designed to enhance and share these assistants. Rasa Enterprise provides an enterprise-grade solution for developing contextual assistants at scale. Rasa's platform is utilized across various industries, including healthcare, insurance, banking, telecommunications, and travel, focusing on applications such as lead generation, internal process automation, and customer service. The company is known for its commitment to data privacy and security, catering to both startups and large enterprises.

CleverTap offers an all-in-one engagement platform designed to help businesses maximize customer lifetime value. It enables real-time analytics across the entire customer lifecycle, allowing brands to create personalized experiences and optimize interactions.

Blameless, Inc. is a company that develops a comprehensive site reliability engineering (SRE) platform aimed at automating incident response for software businesses. Founded in 2017 and headquartered in San Mateo, California, Blameless provides tools for setting and monitoring service level objectives and agreements, facilitating coordinated incident response, and conducting root cause analysis. The platform enhances collaboration among engineering teams by assigning roles and checklists, and it features capabilities such as blameless postmortems and analytics dashboards. By leveraging AI-driven incident resolution and reliability insights, Blameless enables organizations to optimize their operational reliability while fostering a culture of continuous improvement and innovation.

Searchlight, headquartered in San Francisco, specializes in early-stage talent assessment. Its Predictive Talent Platform automates reference checks and analyzes data to predict candidate success, enhancing hiring efficiency and effectiveness. The platform connects self-assessment and reference data with post-hire outcomes, providing real-time insights into competencies and soft skills. Searchlight aims to improve Quality of Hire by continuously learning from employee performance data, fostering a people-first approach to recruitment.

Shift Technology delivers AI-native decision automation and optimization solutions for the global insurance industry. Its cloud-based platform uses AI-driven fraud detection to analyze claims and identify potential fraud, helping insurers scale claims processing and improve accuracy and efficiency across the policy lifecycle.

Tessian Limited is a company that specializes in email security software designed to mitigate risks associated with human error and data loss. Founded in 2013 and headquartered in London, the company offers advanced solutions that leverage machine learning and artificial intelligence. Key products include CheckRecipient Guardian, which alerts users in real-time if emails are being sent to unintended recipients, and CheckRecipient RuleBuilder, which allows organizations to easily create and enforce email communication policies. The platform analyzes email networks to prevent sensitive information from being misdirected, thereby protecting clients in various sectors, including legal services, healthcare, investment banking, and technology. Tessian aims to enhance security while ensuring minimal disruption to employees' workflows, empowering them to work efficiently without compromising data integrity.

Deserve offers mobile-first credit card services, leveraging cloud-native architecture and APIs for personalized experiences. It partners with financial institutions and others to provide credit cards that use machine learning and alternative data to assess creditworthiness, particularly for international students in the U.S.

Knewton, Inc. is a developer of an online adaptive learning engine based in New York, with additional offices in London, Tokyo, Singapore, and Dubai. Established in 2008, Knewton's platform personalizes education by providing students with tailored study recommendations, equipping teachers with analytics to enhance student support, and offering publishers insights to create more effective digital educational products. The company's adaptive learning solutions cater to higher education students across various subjects, including mathematics, economics, reading and writing, biology, and engineering. Knewton's technology is utilized by educational institutions and companies globally, and it has been recognized as a leader in the education technology sector, receiving accolades for its innovative approach to personalized learning.

Knewton, Inc. is a developer of an online adaptive learning engine based in New York, with additional offices in London, Tokyo, Singapore, and Dubai. Established in 2008, Knewton's platform personalizes education by providing students with tailored study recommendations, equipping teachers with analytics to enhance student support, and offering publishers insights to create more effective digital educational products. The company's adaptive learning solutions cater to higher education students across various subjects, including mathematics, economics, reading and writing, biology, and engineering. Knewton's technology is utilized by educational institutions and companies globally, and it has been recognized as a leader in the education technology sector, receiving accolades for its innovative approach to personalized learning.

Scale AI develops a platform that provides training and validation data for artificial intelligence applications. Its products include advanced annotation tools for images, videos, text, documents, and 3D sensor data, serving sectors such as autonomous vehicles, retail, conversational AI, robotics, AR/VR, and document processing.

Tessian Limited is a company that specializes in email security software designed to mitigate risks associated with human error and data loss. Founded in 2013 and headquartered in London, the company offers advanced solutions that leverage machine learning and artificial intelligence. Key products include CheckRecipient Guardian, which alerts users in real-time if emails are being sent to unintended recipients, and CheckRecipient RuleBuilder, which allows organizations to easily create and enforce email communication policies. The platform analyzes email networks to prevent sensitive information from being misdirected, thereby protecting clients in various sectors, including legal services, healthcare, investment banking, and technology. Tessian aims to enhance security while ensuring minimal disruption to employees' workflows, empowering them to work efficiently without compromising data integrity.

Zebrium, Inc. is a technology company that specializes in autonomous log monitoring solutions aimed at identifying software incidents and determining their root causes. Founded in 2017 and headquartered in Santa Clara, California, Zebrium employs unsupervised machine learning to automatically detect anomalies in logs and metrics. Its platform identifies hotspots of correlated anomalous patterns, allowing developers to swiftly catch software issues and enhance their mean time to resolution. The company's innovative approach streamlines the incident detection process, providing organizations with tools to improve software reliability and performance.

Blameless, Inc. is a company that develops a comprehensive site reliability engineering (SRE) platform aimed at automating incident response for software businesses. Founded in 2017 and headquartered in San Mateo, California, Blameless provides tools for setting and monitoring service level objectives and agreements, facilitating coordinated incident response, and conducting root cause analysis. The platform enhances collaboration among engineering teams by assigning roles and checklists, and it features capabilities such as blameless postmortems and analytics dashboards. By leveraging AI-driven incident resolution and reliability insights, Blameless enables organizations to optimize their operational reliability while fostering a culture of continuous improvement and innovation.

Blue Vision Labs Inc. is a company specializing in augmented reality and machine perception technologies aimed at enhancing self-driving cars and collaborative AR applications. Founded in 2016 and based in Los Angeles, California, Blue Vision Labs has developed a cloud platform that generates a three-dimensional map of urban environments, allowing users' devices to determine their positions using visual information from cameras. This innovative approach enables developers to create immersive augmented reality experiences where users can interact with digital content in real time and in the correct spatial context. The founding team comprises engineers and researchers with backgrounds from prestigious institutions such as Oxford, Facebook, Google, and Microsoft, collectively bringing extensive expertise in robotics, computer vision, and advanced technology development. Since October 2018, Blue Vision Labs has operated as a subsidiary of Lyft, Inc.

Raven[Ops] is a company dedicated to supporting the robotics industry by providing essential data tools that enable developers to create and enhance robotic systems. The company's platform facilitates the collection, streaming, visualization, and logging of data, allowing robots to efficiently capture and analyze information across various domains, including perception and time-series data. By offering comprehensive feedback through concrete visual examples, Raven[Ops] helps developers identify areas for improvement in their robotic systems swiftly and effectively. The company's mission is to cultivate a robust ecosystem of innovative robotics companies by delivering the development tools and data infrastructure necessary for their success.

Simility, Inc. is a provider of real-time risk and fraud detection solutions designed for global businesses. Incorporated in 2014 and based in Palo Alto, California, the company specializes in addressing various types of fraud, including account takeover, new account fraud, wire fraud, and anti-money laundering. Its cloud-based platform leverages machine learning and big data analytics, allowing businesses to analyze data and detect fraud without requiring extensive coding knowledge. Simility's solutions cater to a diverse clientele, including banking and financial services, marketplaces, payment service providers, and e-commerce businesses. The company's innovative approach enables analysts to create and configure detection mechanisms easily, thereby enhancing the ability to combat sophisticated fraud schemes. As of 2018, Simility operates as a subsidiary of PayPal Holdings, Inc.

Aptly employs AI and machine learning to enhance property management by analyzing conversations from millions of properties. It interprets email, SMS, and calls, correlating insights with property data for targeted team routing and automated responses. Additionally, it automates resident feedback surveys, contributing to a happiness score.

CleverTap offers an all-in-one engagement platform designed to help businesses maximize customer lifetime value. It enables real-time analytics across the entire customer lifecycle, allowing brands to create personalized experiences and optimize interactions.

Deserve offers mobile-first credit card services, leveraging cloud-native architecture and APIs for personalized experiences. It partners with financial institutions and others to provide credit cards that use machine learning and alternative data to assess creditworthiness, particularly for international students in the U.S.

Shift Technology delivers AI-native decision automation and optimization solutions for the global insurance industry. Its cloud-based platform uses AI-driven fraud detection to analyze claims and identify potential fraud, helping insurers scale claims processing and improve accuracy and efficiency across the policy lifecycle.

atSpoke is a developer of an AI-powered workplace ticketing platform that facilitates efficient management of internal requests. The platform provides employees with immediate and personalized access to knowledge and support, allowing them to work smartly and quickly. By automating responses to common inquiries, atSpoke enables IT, HR, and support teams to enhance service quality and accountability. This automation also allows these teams to scale their operations effectively to meet varying demands. Overall, atSpoke streamlines the process of addressing repetitive requests, thus improving workplace efficiency and employee experience.

Nines is a pioneering teleradiology practice that focuses on enhancing patient care through advanced technology. The company develops in-house tools that empower radiologists to provide high-quality diagnostics. Its platform is designed to analyze medical scans for urgent findings that necessitate immediate attention, as well as to identify subtle details that assist in the radiological review process. This innovative approach aims to improve the accuracy of results and overall patient care, setting Nines apart in the field of radiology.

Primary Data, founded in 2013 and headquartered in Sandy, Utah, specializes in intelligence and automation software designed for enterprise data management. The company's flagship platform, DataSphere, integrates metadata management with machine learning to facilitate the seamless movement of data across both on-premises IT infrastructure and cloud environments. This innovative solution allows enterprises to manage vast amounts of data efficiently, making billions of files accessible to all applications simultaneously. DataSphere not only automates data migration and enhances cloud integration but also optimizes NAS performance, enabling organizations to maximize the value of their infrastructure investments. Through its advanced capabilities, Primary Data supports enterprises operating at petabyte scale, ensuring that the right data is delivered to the right location at the right time without disrupting applications.

CallSign specializes in developing an online transaction platform that pioneers digital trust. Utilizing proprietary technology, it mimics human identification methods, offering high-fidelity AI-based user recognition with minimal friction.

Sumo Logic, Inc. is a cloud-native software-as-a-service company that specializes in machine data analytics, enabling organizations to harness the power of their data for operational, security, and business intelligence. Founded in 2010 and headquartered in Redwood City, California, Sumo Logic provides a platform that automates the collection, ingestion, and analysis of various data types, including application, infrastructure, security, and Internet of Things (IoT) data. The platform supports real-time log management and analytics, delivering actionable insights across the entire application lifecycle. With over 2,000 global customers, Sumo Logic assists organizations in troubleshooting and securing their applications, helping them to embrace digital transformation and improve their competitive advantage. Its multi-tenant service model fosters continuous innovation, thereby enhancing business value and growth for its clients.

Entytle offers an Installed Base platform designed for Industrial OEMs to maximize value from their installed base. The platform integrates data from multiple systems and uses predictive analytics to reveal usage patterns and customer segments. It translates insights into opportunities for spare parts, consumables, and services, helping manufacturers increase productivity, extend asset life, and scale operations by enabling proactive service, optimized parts replenishment, and improved capacity planning.

Scale AI develops a platform that provides training and validation data for artificial intelligence applications. Its products include advanced annotation tools for images, videos, text, documents, and 3D sensor data, serving sectors such as autonomous vehicles, retail, conversational AI, robotics, AR/VR, and document processing.

Tessian Limited is a company that specializes in email security software designed to mitigate risks associated with human error and data loss. Founded in 2013 and headquartered in London, the company offers advanced solutions that leverage machine learning and artificial intelligence. Key products include CheckRecipient Guardian, which alerts users in real-time if emails are being sent to unintended recipients, and CheckRecipient RuleBuilder, which allows organizations to easily create and enforce email communication policies. The platform analyzes email networks to prevent sensitive information from being misdirected, thereby protecting clients in various sectors, including legal services, healthcare, investment banking, and technology. Tessian aims to enhance security while ensuring minimal disruption to employees' workflows, empowering them to work efficiently without compromising data integrity.

Quiklo is a micro-lending platform that specializes in providing collateral-free loans for education to individuals lacking traditional credit histories or CIBIL scores. The company has developed a proprietary Credit Risk Engine that utilizes over 1,000 data points, including information from non-traditional and alternate sources, to create a comprehensive underwriting and management strategy. Quiklo aims to serve a segment of the population that is often overlooked but equally aspirational and creditworthy as those with established credit profiles. By leveraging advanced technology, Quiklo facilitates quick loan approvals, enabling students to explore various educational financing options and receive funding within a day.

Blue Vision Labs Inc. is a company specializing in augmented reality and machine perception technologies aimed at enhancing self-driving cars and collaborative AR applications. Founded in 2016 and based in Los Angeles, California, Blue Vision Labs has developed a cloud platform that generates a three-dimensional map of urban environments, allowing users' devices to determine their positions using visual information from cameras. This innovative approach enables developers to create immersive augmented reality experiences where users can interact with digital content in real time and in the correct spatial context. The founding team comprises engineers and researchers with backgrounds from prestigious institutions such as Oxford, Facebook, Google, and Microsoft, collectively bringing extensive expertise in robotics, computer vision, and advanced technology development. Since October 2018, Blue Vision Labs has operated as a subsidiary of Lyft, Inc.

atSpoke is a developer of an AI-powered workplace ticketing platform that facilitates efficient management of internal requests. The platform provides employees with immediate and personalized access to knowledge and support, allowing them to work smartly and quickly. By automating responses to common inquiries, atSpoke enables IT, HR, and support teams to enhance service quality and accountability. This automation also allows these teams to scale their operations effectively to meet varying demands. Overall, atSpoke streamlines the process of addressing repetitive requests, thus improving workplace efficiency and employee experience.

Shift Technology delivers AI-native decision automation and optimization solutions for the global insurance industry. Its cloud-based platform uses AI-driven fraud detection to analyze claims and identify potential fraud, helping insurers scale claims processing and improve accuracy and efficiency across the policy lifecycle.

Quiklo is a micro-lending platform that specializes in providing collateral-free loans for education to individuals lacking traditional credit histories or CIBIL scores. The company has developed a proprietary Credit Risk Engine that utilizes over 1,000 data points, including information from non-traditional and alternate sources, to create a comprehensive underwriting and management strategy. Quiklo aims to serve a segment of the population that is often overlooked but equally aspirational and creditworthy as those with established credit profiles. By leveraging advanced technology, Quiklo facilitates quick loan approvals, enabling students to explore various educational financing options and receive funding within a day.

Knewton, Inc. is a developer of an online adaptive learning engine based in New York, with additional offices in London, Tokyo, Singapore, and Dubai. Established in 2008, Knewton's platform personalizes education by providing students with tailored study recommendations, equipping teachers with analytics to enhance student support, and offering publishers insights to create more effective digital educational products. The company's adaptive learning solutions cater to higher education students across various subjects, including mathematics, economics, reading and writing, biology, and engineering. Knewton's technology is utilized by educational institutions and companies globally, and it has been recognized as a leader in the education technology sector, receiving accolades for its innovative approach to personalized learning.

Quiklo is a micro-lending platform that specializes in providing collateral-free loans for education to individuals lacking traditional credit histories or CIBIL scores. The company has developed a proprietary Credit Risk Engine that utilizes over 1,000 data points, including information from non-traditional and alternate sources, to create a comprehensive underwriting and management strategy. Quiklo aims to serve a segment of the population that is often overlooked but equally aspirational and creditworthy as those with established credit profiles. By leveraging advanced technology, Quiklo facilitates quick loan approvals, enabling students to explore various educational financing options and receive funding within a day.

Simility, Inc. is a provider of real-time risk and fraud detection solutions designed for global businesses. Incorporated in 2014 and based in Palo Alto, California, the company specializes in addressing various types of fraud, including account takeover, new account fraud, wire fraud, and anti-money laundering. Its cloud-based platform leverages machine learning and big data analytics, allowing businesses to analyze data and detect fraud without requiring extensive coding knowledge. Simility's solutions cater to a diverse clientele, including banking and financial services, marketplaces, payment service providers, and e-commerce businesses. The company's innovative approach enables analysts to create and configure detection mechanisms easily, thereby enhancing the ability to combat sophisticated fraud schemes. As of 2018, Simility operates as a subsidiary of PayPal Holdings, Inc.

CleverTap offers an all-in-one engagement platform designed to help businesses maximize customer lifetime value. It enables real-time analytics across the entire customer lifecycle, allowing brands to create personalized experiences and optimize interactions.

Deserve offers mobile-first credit card services, leveraging cloud-native architecture and APIs for personalized experiences. It partners with financial institutions and others to provide credit cards that use machine learning and alternative data to assess creditworthiness, particularly for international students in the U.S.

Sumo Logic, Inc. is a cloud-native software-as-a-service company that specializes in machine data analytics, enabling organizations to harness the power of their data for operational, security, and business intelligence. Founded in 2010 and headquartered in Redwood City, California, Sumo Logic provides a platform that automates the collection, ingestion, and analysis of various data types, including application, infrastructure, security, and Internet of Things (IoT) data. The platform supports real-time log management and analytics, delivering actionable insights across the entire application lifecycle. With over 2,000 global customers, Sumo Logic assists organizations in troubleshooting and securing their applications, helping them to embrace digital transformation and improve their competitive advantage. Its multi-tenant service model fosters continuous innovation, thereby enhancing business value and growth for its clients.

ClearGraph is a company based in Palo Alto, California, founded in 2014 that specializes in enterprise search solutions aimed at making data accessible to business users. Its proprietary semantic search platform leverages context awareness and natural language processing to intelligently interpret and respond to queries in English, facilitating the discovery and understanding of enterprise data. The platform is designed to enable fast and actionable data analysis using everyday language, providing businesses with a user-friendly interface to interact with complex data sets. As of August 1, 2017, ClearGraph operates as a subsidiary of Tableau Software, focusing on enhancing data accessibility at scale.

Shift Technology delivers AI-native decision automation and optimization solutions for the global insurance industry. Its cloud-based platform uses AI-driven fraud detection to analyze claims and identify potential fraud, helping insurers scale claims processing and improve accuracy and efficiency across the policy lifecycle.

CleverTap offers an all-in-one engagement platform designed to help businesses maximize customer lifetime value. It enables real-time analytics across the entire customer lifecycle, allowing brands to create personalized experiences and optimize interactions.

Sumo Logic, Inc. is a cloud-native software-as-a-service company that specializes in machine data analytics, enabling organizations to harness the power of their data for operational, security, and business intelligence. Founded in 2010 and headquartered in Redwood City, California, Sumo Logic provides a platform that automates the collection, ingestion, and analysis of various data types, including application, infrastructure, security, and Internet of Things (IoT) data. The platform supports real-time log management and analytics, delivering actionable insights across the entire application lifecycle. With over 2,000 global customers, Sumo Logic assists organizations in troubleshooting and securing their applications, helping them to embrace digital transformation and improve their competitive advantage. Its multi-tenant service model fosters continuous innovation, thereby enhancing business value and growth for its clients.