Bessemer Venture Partners is a prominent venture capital firm that assists entrepreneurs in establishing robust foundations for their companies. With a portfolio that includes notable names such as Pinterest, Shopify, Twilio, and LinkedIn, Bessemer focuses on investing across various sectors, including healthcare, information technology, cybersecurity, and software as a service (SaaS). The firm has a global presence, with investments in the United States, Israel, and India, and manages a substantial asset base of approximately $19 billion. Bessemer's investment approach spans from seed stage to growth, enabling them to support startups and established companies alike as they evolve and scale. The firm is recognized for its long-term commitment to its portfolio companies, having played a crucial role in the successful IPOs of numerous high-profile businesses.
Partner and Co-Founder of the Growth Investment Practice
Aia Sarycheva
Investor
Smith, Scott
Operating Partner
Robert Stavis
Partner
Ariel Sterman
Vice President
Mayo Stuntz
Operating Partner
Janice Teng
Vice President
Katherine Walker
Vice President
Bryan Wu
Partner
Brian Feinstein
Partner
Charles Birnbaum
Partner
Sakib Dadi
Vice President
Past deals in Artificial Intelligence
Plenful
Series B in 2025
Plenful optimizes healthcare and pharmacy operations through intelligent workflow automation, data configuration and centralization, and machine learning. The company built a healthcare-focused AI automation platform to unburden staff, deliver meaningful financial and operational results, and drive more efficient patient care outcomes. Plenful is located in San Francisco, California and is backed by leading healthcare and software investors..
ANYbotics
Series B in 2024
ANYbotics AG is a Swiss robotics company founded in 2016 and based in Zurich. The company specializes in developing autonomous legged robots designed for industrial applications, particularly in hazardous and complex environments. These robots feature advanced capabilities such as docking stations, robust waterproof designs, and various sensing technologies. They are equipped to perform tasks like asset monitoring, equipment health checks, and event detection, thereby enhancing productivity and safety for workers in sectors such as oil and gas, power, energy, mining, chemicals, transportation, and construction. With a team of over 100 employees, ANYbotics aims to support industrial facilities in their inspection needs, promoting more sustainable operations through intelligent robotic solutions.
Plenful
Series A in 2024
Plenful optimizes healthcare and pharmacy operations through intelligent workflow automation, data configuration and centralization, and machine learning. The company built a healthcare-focused AI automation platform to unburden staff, deliver meaningful financial and operational results, and drive more efficient patient care outcomes. Plenful is located in San Francisco, California and is backed by leading healthcare and software investors..
Coactive AI
Series B in 2024
Coactive AI is a machine learning platform focused on transforming unstructured image and video data into actionable insights. By providing an application programming interface, the company empowers data practitioners and teams to effectively utilize visual data alongside conventional big data tools. Coactive AI employs advanced techniques in data-centric artificial intelligence to enhance the usability of visual data, allowing analysts to derive meaningful insights quickly and efficiently. The platform aims to simplify the challenges associated with managing unstructured data, making it accessible and valuable for data-driven decision-making.
Voxel51
Series B in 2024
Voxel51, Inc., founded in 2016 and based in Ann Arbor, Michigan, specializes in computer vision and machine learning analytics for video and image understanding. The company develops AI software that transforms raw video footage and images into actionable intelligence, facilitating the exploration, visualization, curation, and testing of datasets alongside machine learning models. Voxel51's technology employs machine learning to process video content, providing simple image recognition and an understanding of motions and objects over time. This empowers computer vision data scientists to efficiently curate and experiment with their datasets, ultimately enhancing the performance of their machine learning systems.
JARS AI
Seed Round in 2024
Interactive Shows Driven by Generative AI
TurbineOne
Series A in 2024
TurbineOne is a defense technology company focused on enhancing situational awareness through its innovative platform that applies machine learning at the tactical edge. The company aims to improve frontline perception, allowing users to sense threats and communicate effectively in challenging environments. Its flagship product is a wearable on-body operating system that connects individuals in dangerous situations, enabling them to develop, modify, and deploy artificial intelligence and machine learning solutions without the need for coding. This technology is designed to operate in communications-denied environments, thereby reducing the risk to personnel by facilitating the use of robots and advanced systems in hazardous scenarios.
Fieldguide
Series B in 2024
Fieldguide, Inc. is an enterprise software company that provides an automation and collaboration platform specifically designed for audit and advisory firms. Founded in 2020 and based in Sacramento, California, the company offers a suite of workflow software features, including secure data requests, work plan management, reporting automation, and resource planning. The platform utilizes artificial intelligence to standardize templates and facilitate drag-and-drop report creation, helping firms streamline their project lifecycle. By enhancing productivity and client satisfaction, Fieldguide enables firms to improve their margins and foster stronger client relationships. The company is supported by notable venture capital investors, including 8VC, Floodgate, and Y Combinator.
Solomon
Pre Seed Round in 2024
AI Agents for Tax
Abridge
Series C in 2024
Abridge Inc. is a healthcare technology company founded in September 1999, focused on enhancing communication in medical settings through innovative tools. The company utilizes generative AI to automate the transcription and summarization of patient-clinician conversations, converting these interactions into structured clinical notes in real-time. This platform integrates seamlessly with Electronic Health Record (EHR) systems, significantly reducing the need for manual note-taking. By generating clear and understandable summaries, Abridge improves patient comprehension of medical discussions and ensures that relevant documentation is accurately recorded in patient files. Additionally, the company emphasizes data security and patient privacy, adhering to healthcare regulations while providing a customizable interface that caters to individual patient needs.
Inductive Bio
Seed Round in 2023
Inductive Bio specializes in providing a machine learning platform that enhances the compound optimization process for drug development. The company focuses on addressing ADMET (Absorption, Distribution, Metabolism, Excretion, and Toxicity) challenges by building comprehensive datasets and machine learning models. This enables scientists to efficiently identify and refine small molecule compounds, transforming initial candidates into viable leads more rapidly and with improved properties. By streamlining the optimization process, Inductive Bio supports the development of new therapeutics, ultimately contributing to advancements in the pharmaceutical industry.
Abridge
Series B in 2023
Abridge Inc. is a healthcare technology company founded in September 1999, focused on enhancing communication in medical settings through innovative tools. The company utilizes generative AI to automate the transcription and summarization of patient-clinician conversations, converting these interactions into structured clinical notes in real-time. This platform integrates seamlessly with Electronic Health Record (EHR) systems, significantly reducing the need for manual note-taking. By generating clear and understandable summaries, Abridge improves patient comprehension of medical discussions and ensures that relevant documentation is accurately recorded in patient files. Additionally, the company emphasizes data security and patient privacy, adhering to healthcare regulations while providing a customizable interface that caters to individual patient needs.
Plenful
Seed Round in 2023
Plenful optimizes healthcare and pharmacy operations through intelligent workflow automation, data configuration and centralization, and machine learning. The company built a healthcare-focused AI automation platform to unburden staff, deliver meaningful financial and operational results, and drive more efficient patient care outcomes. Plenful is located in San Francisco, California and is backed by leading healthcare and software investors..
Crate
Seed Round in 2023
Crate is an AI-driven platform that transforms content consumption and sharing. Founded in 2021 and based in Los Angeles, California, the company offers a solution that allows users to collect and save content from various apps and websites. Its platform enables individuals to organize, group, label, and annotate articles, podcasts, videos, and tweets. By streamlining the process of importing content from other platforms, Crate empowers content creators to customize, curate, and share their work effortlessly. The company aims to enhance how users interact with digital content, making it more accessible and engaging.
Raft
Series B in 2023
Raft is a logistics platform that leverages artificial intelligence to automate the freight process, providing enhanced control and visibility for operators. By streamlining various tasks such as managing accounts payable invoices, customs documentation, and shipping workflows, Raft significantly reduces the need for manual input and reconciliation. This automation allows freight forwarders and customs brokers to operate more efficiently, saving valuable time and improving accuracy and compliance in their operations. The platform's real-time processing capabilities enable operators to handle shipments promptly and with greater certainty, ultimately enhancing customer service.
Pave
Seed Round in 2023
Pave helps consumer and SMB credit risk teams increase approvals through AI-powered cashflow analytics. 100 million+ US consumers and businesses are financially underserved, simply because their data is not recognized by the traditional financial system. We solve this by transforming transaction data, loan performance outcomes, and credit reports into Cashflow-driven Attributes and Scores, enabling increased financial access to new customer segments without increasing risk. Our mission is to build a future where every person and business has access to equitable credit solutions by creating a new standard of Cashflow-driven Analytics.
Sixfold AI
Seed Round in 2023
Sixfold AI is a generative artificial intelligence tool developed and educated to handle the most difficult problems in the insurance industry. The company aids insurance underwriters in enhancing accuracy, optimizing capacity, boosting traceability, and enhancing their overall quality of work life. Underwriting, traditionally a time-consuming and artisanal process, often compels insurers to prioritize submissions, leading to missed opportunities.
ANYbotics
Series B in 2023
ANYbotics AG is a Swiss robotics company founded in 2016 and based in Zurich. The company specializes in developing autonomous legged robots designed for industrial applications, particularly in hazardous and complex environments. These robots feature advanced capabilities such as docking stations, robust waterproof designs, and various sensing technologies. They are equipped to perform tasks like asset monitoring, equipment health checks, and event detection, thereby enhancing productivity and safety for workers in sectors such as oil and gas, power, energy, mining, chemicals, transportation, and construction. With a team of over 100 employees, ANYbotics aims to support industrial facilities in their inspection needs, promoting more sustainable operations through intelligent robotic solutions.
EvenUp
Series B in 2023
EvenUp is a legal tech company specializing in cloud-based and AI-driven solutions for personal injury legal practices. The company develops a platform that streamlines legal case management, focusing on valuing personal injury claims and automating document generation. Utilizing its Claims Intelligence Platform™, which leverages extensive data records, EvenUp enhances the performance of legal cases at various stages. The platform incorporates machine learning and artificial intelligence to assess the worth of lawsuits, providing funding for cases that only require repayment upon winning. This approach helps plaintiffs avoid premature settlements and financial burdens while equipping attorneys with valuable data for informed settlement negotiations.
Entropik
Series B in 2023
Entropik is a human insights company that specializes in measuring, analyzing, and optimizing customer experience (CX), user experience (UX), and market research (MR) in real time. The company has developed an online emotion intelligence platform that leverages artificial intelligence and machine learning to assess the cognitive and emotional responses of consumers. By tracking user activation and valence levels through touch gestures, Entropik's patented Emotion AI technologies enhance quantitative, qualitative, and UX research methods. This integration allows companies to make faster, more efficient, and unbiased decisions, ultimately optimizing customer experience journeys and addressing real business challenges.
Recurrency
Series A in 2023
Recurrency, Inc. is a technology company based in San Leandro, California, that specializes in developing artificial intelligence tools for wholesale distributors and business-to-business retailers. Founded in 2018, the company provides a platform that automates and optimizes pricing and sales processes, enhancing workflows in existing enterprise resource planning (ERP) systems. Recurrency's offerings include dynamic pricing, predictive customer targeting, and customer retention strategies, aimed at driving revenue growth, improving team productivity, and enriching customer experiences. By equipping distributors with the necessary software tools, Recurrency enables them to compete effectively in a rapidly changing business landscape.
DeepL
Venture Round in 2022
DeepL GmbH is a company based in Cologne, Germany, specializing in artificial intelligence and machine learning for language translation. Founded in 2009 and originally known as Linguee GmbH, it rebranded to DeepL in 2017. The company offers a range of products, including the DeepL Translator, a machine translation service, and the Linguee App, which serves as a bilingual dictionary. DeepL's tools combine editorial dictionaries and search capabilities, allowing users to translate texts and learn foreign languages effectively. Additionally, the company provides an application programming interface (API) that enables software developers to integrate high-quality translation services into their applications, enhancing communication across languages.
Lentra
Series B in 2022
Lentra, founded in 2019, is a provider of a digital lending platform that enables banks and non-banking financial companies (NBFCs) to democratize lending through its software-as-a-service (SaaS) solution. Leveraging an artificial intelligence-driven, modular architecture, Lentra allows its clients to create customized loan products tailored to enhance customer experiences. The platform currently serves over 50 banks and processes approximately 2 million loan applications monthly, totaling more than $20 billion in processed loans. By focusing on expanding client reach, reducing non-performing assets, and optimizing operational efficiencies, Lentra supports its customers' growth through a flexible pay-as-you-go pricing model. The company is backed by several notable investors, including BVP, Citi, HDFC, MUFG, SIG, and Vy.
Xanadu
Series C in 2022
Xanadu is a company founded in 2016 that focuses on developing quantum computing technology aimed at addressing complex real-world challenges. The company operates a quantum photonic platform designed to create accessible quantum computers for widespread use. By integrating advanced artificial intelligence with quantum silicon photonic chips, Xanadu develops a full-stack quantum computing solution that can seamlessly connect with existing hardware. This innovative approach enables clients to utilize quantum technology to effectively solve business problems, driving significant computational advancements over traditional methods. By combining academic research with industry expertise, Xanadu aims to make quantum computing widely available and beneficial for society.
Jasper
Series A in 2022
Jasper is a global Enterprise AI marketing company that specializes in content creation and marketing solutions. The company's platform leverages artificial intelligence to assist businesses in overcoming creative blocks and generating original content, including blog articles, social media posts, and marketing emails. This service aims to enhance brand consistency, efficiency, and personalization at scale, allowing companies to maintain their brand image while streamlining their marketing workflows. Jasper has received recognition for its rapid growth and innovation in the industry, positioning itself as a key player in transforming marketing practices through AI technology.
Abridge
Series A in 2022
Abridge Inc. is a healthcare technology company founded in September 1999, focused on enhancing communication in medical settings through innovative tools. The company utilizes generative AI to automate the transcription and summarization of patient-clinician conversations, converting these interactions into structured clinical notes in real-time. This platform integrates seamlessly with Electronic Health Record (EHR) systems, significantly reducing the need for manual note-taking. By generating clear and understandable summaries, Abridge improves patient comprehension of medical discussions and ensures that relevant documentation is accurately recorded in patient files. Additionally, the company emphasizes data security and patient privacy, adhering to healthcare regulations while providing a customizable interface that caters to individual patient needs.
Peptone
Series A in 2022
Peptone Ltd is a London-based company that specializes in developing artificial intelligence solutions aimed at addressing protein development challenges within the biotechnology, biopharmaceutical, and life sciences sectors. Established in 2016, Peptone focuses on the discovery of novel therapeutics, particularly targeting intrinsically disordered proteins. The company offers a range of services, including antibody design and optimization, a comprehensive protein database, and automated thermos-stability engineering. Its proprietary platform, CassandraAI, facilitates in silico protein engineering, enhancing the efficiency of protein development processes. Peptone's advanced protein engineering system addresses complex tasks such as anomaly detection and risk assessment, enabling clients to identify optimal strategies for resolving potential failures. This capability allows users to select suitable commercial partners to produce high-quality molecules more rapidly and cost-effectively than traditional methods employed in the pharmaceutical industry.
Bold Metrics
Series A in 2022
Bold Metrics is a leading fit technology company based in San Francisco that leverages artificial intelligence and machine learning to enhance the apparel industry. By offering a software-as-a-service platform, the company enables apparel brands to accurately predict customer body measurements, thereby facilitating better-fitting clothing and reducing product returns. Their solutions provide actionable insights that help streamline operations and optimize the supply chain, contributing to improved sustainability in the fashion sector. Bold Metrics' technology supports trusted brands in enhancing customer experience both online and in-store, through tailored size recommendations that account for individual body shape and fit preferences, ultimately driving sales and minimizing environmental impact.
Hunters
Series C in 2022
Hunters is a cybersecurity company that specializes in developing an artificial intelligence-based platform for detecting and responding to cyber threats. Founded in 2018 and headquartered in Tel Aviv, Israel, the company offers its solution, Hunters.AI, which autonomously identifies cyberattacks that may evade traditional security measures across various IT environments, including cloud and network systems. Hunters.AI integrates diverse security telemetry and intelligence, enriching threat signals with detailed tactics, techniques, and procedures to enhance detection capabilities. By utilizing machine learning and cloud-based analytics, the platform correlates threat patterns and generates high-fidelity attack narratives, enabling cybersecurity teams to respond swiftly and effectively to potential breaches.
Hyperscience
Series E in 2021
Hyperscience is a technology company that specializes in AI-based enterprise software aimed at automating office work processes. The software utilizes machine learning to handle structured and semi-structured documents, facilitating tasks such as data entry, extraction of key details from invoices, and reconciliation of compliance-driven data. By automating these complex processes, Hyperscience helps organizations and governments enhance productivity and modernize essential operations.
Leena AI
Series B in 2021
Leena AI, Inc. is a company that specializes in developing an artificial intelligence-powered HR assistant designed to enhance employee experience within organizations. Founded in 2017 and based in Wilmington, Delaware, the platform automates routine HR tasks such as answering policy-related questions, managing employee tickets, and generating documents, allowing HR staff to focus on more strategic activities. The AI assistant integrates seamlessly with over 20 HR management systems, including popular platforms like SAP SuccessFactors and Workday, making it adaptable to various organizational needs. Trusted by one million employees across major companies like Nestle and Coca-Cola, Leena AI addresses every aspect of the employee lifecycle, from onboarding to engagement and FAQ automation, ultimately streamlining HR workflows and improving overall efficiency.
Lenna.ai
Series B in 2021
Lenna.ai is an AI company that specializes in providing Chatbot and Omni-channel Platform for individual and enterprise business purpose. Established in 2017, Lenna.ai has been trusted by major corporation in various industries in Indonesia
Statespace
Series C in 2021
StateSpace provides performance analytics and a suite of tools for casual gamers and esports athletes to maximize their potential. It uses cognitive science and artificial intelligence to revolutionize the way humans improve. Leveraging expertise as neuroscientists, data scientists, video game developers, and computer visionaries, the products bring much needed standardized performance analytics to train.It was founded in 2017 and is headquartered in New York, New York.
Raft
Series A in 2021
Raft is a logistics platform that leverages artificial intelligence to automate the freight process, providing enhanced control and visibility for operators. By streamlining various tasks such as managing accounts payable invoices, customs documentation, and shipping workflows, Raft significantly reduces the need for manual input and reconciliation. This automation allows freight forwarders and customs brokers to operate more efficiently, saving valuable time and improving accuracy and compliance in their operations. The platform's real-time processing capabilities enable operators to handle shipments promptly and with greater certainty, ultimately enhancing customer service.
Capmo
Series B in 2021
Capmo is a Munich-based B2B SaaS startup focused on transforming the construction and real estate industries through innovative digital solutions. Founded in 2018, the company has rapidly expanded, growing its team to nearly 70 employees from over 15 countries. Capmo's platform utilizes artificial intelligence to streamline construction management, enhancing task management, building documentation, and defect management processes. It also facilitates direct synchronization of plans among employees, trades, and subcontractors, supporting efficient project execution. By the end of 2022, Capmo aims to redefine the digital landscape of the construction sector in Germany, Austria, and Switzerland, helping clients deliver projects such as homes, schools, and hospitals on time, within budget, and in an environmentally friendly manner. The company serves several hundred customers and tens of thousands of users across Europe, managing more than 10,000 construction projects with its software.
Hunters
Series B in 2021
Hunters is a cybersecurity company that specializes in developing an artificial intelligence-based platform for detecting and responding to cyber threats. Founded in 2018 and headquartered in Tel Aviv, Israel, the company offers its solution, Hunters.AI, which autonomously identifies cyberattacks that may evade traditional security measures across various IT environments, including cloud and network systems. Hunters.AI integrates diverse security telemetry and intelligence, enriching threat signals with detailed tactics, techniques, and procedures to enhance detection capabilities. By utilizing machine learning and cloud-based analytics, the platform correlates threat patterns and generates high-fidelity attack narratives, enabling cybersecurity teams to respond swiftly and effectively to potential breaches.
Xanadu
Series B in 2021
Xanadu is a company founded in 2016 that focuses on developing quantum computing technology aimed at addressing complex real-world challenges. The company operates a quantum photonic platform designed to create accessible quantum computers for widespread use. By integrating advanced artificial intelligence with quantum silicon photonic chips, Xanadu develops a full-stack quantum computing solution that can seamlessly connect with existing hardware. This innovative approach enables clients to utilize quantum technology to effectively solve business problems, driving significant computational advancements over traditional methods. By combining academic research with industry expertise, Xanadu aims to make quantum computing widely available and beneficial for society.
Coiled
Series A in 2021
Coiled offers a platform designed to enhance data science, machine learning, and AI workflows in Python. By providing a robust computing infrastructure, Coiled enables teams and organizations to collaborate effectively while ensuring reproducibility across various data sizes. The platform simplifies cloud integration, allowing developers to streamline their operations and improve data infrastructure efficiently and cost-effectively.
Optimal Dynamics
Series A in 2021
Optimal Dynamics, Inc. specializes in artificial intelligence software aimed at enhancing logistics and supply chain operations. Founded in 2016 and based in Princeton, New Jersey, the company has developed SMART-TL, an application that automates the search for freight loads and recommends optimal matches for carriers. This technology is built on extensive research from Princeton University and is designed to provide detailed analyses, plan for uncertainties, and adapt to rapidly changing market conditions. By leveraging advanced AI, Optimal Dynamics enables logistics companies to automate processes, optimize operations, and improve overall productivity, managing billions of dollars in assets for major industry players.
Ada
Series C in 2021
Ada Support Inc. is a Toronto-based company that specializes in developing a chatbot platform designed to enhance customer experience for enterprise businesses. Founded in 2016, the platform utilizes artificial intelligence and machine learning to automate customer support processes. By enabling non-technical support teams to manage inquiries effectively, Ada's technology reduces overall support volume and allows customers to find answers independently. The system continuously learns from interactions, improving its ability to serve customers over time.
Shift Technology
Series D in 2021
Shift Technology provides AI-driven decision automation and optimization solutions tailored for the global insurance industry. The company specializes in fraud detection and has developed a cloud-based platform that enhances the insurance claims process. By analyzing hundreds of millions of transactions, Shift's technology identifies potential fraud, allowing insurers to process claims more efficiently and effectively. The solutions offered by Shift aim to improve accuracy and speed in claims and policy resolutions, contributing to the overall enhancement of the insurance policy lifecycle. Shift Technology's innovations have been recognized in the industry, evidenced by receiving Frost & Sullivan’s Global Claims Solutions for Insurance Market Leadership Award in 2020.
MutualMarkets
Seed Round in 2021
MutualMarkets is a co-marketing platform that facilitates partnerships between brands and content owners, such as TV shows, movies, and gaming titles. The platform leverages artificial intelligence to streamline the traditionally cumbersome process of forming brand alliances, which often involved extensive negotiations and manual coordination. By enabling brands to quickly create and deploy co-marketing ads, MutualMarkets enhances advertising effectiveness, resulting in significantly higher engagement and sales compared to standard advertising approaches. The integration of AI and workflow software within its marketplace allows for a more efficient and modern means of launching collaborative marketing campaigns, ultimately unlocking the potential of co-marketing partnerships.
Iris Automation
Series B in 2020
Iris Automation Inc. is a technology company focused on developing collision avoidance systems for industrial drones, enhancing their operational safety. Founded in 2015 and based in San Francisco, California, with an additional location in Reno, Nevada, the company offers an artificial intelligence system that combines real-time imagery with 3D mapping to detect and avoid both static and dynamic obstacles. This system, known as Casia, can function on-board aircraft or in ground-based configurations, facilitating safe flights with minimal human intervention. Iris Automation also collaborates with global civil aviation authorities to create regulatory frameworks that enable uncrewed aircraft to operate beyond visual line of sight. The company is actively involved in various pilot programs, including those with the FAA and NASA, and has been recognized for its technological innovations in the aviation sector.
Iris Automation
Venture Round in 2020
Iris Automation Inc. is a technology company focused on developing collision avoidance systems for industrial drones, enhancing their operational safety. Founded in 2015 and based in San Francisco, California, with an additional location in Reno, Nevada, the company offers an artificial intelligence system that combines real-time imagery with 3D mapping to detect and avoid both static and dynamic obstacles. This system, known as Casia, can function on-board aircraft or in ground-based configurations, facilitating safe flights with minimal human intervention. Iris Automation also collaborates with global civil aviation authorities to create regulatory frameworks that enable uncrewed aircraft to operate beyond visual line of sight. The company is actively involved in various pilot programs, including those with the FAA and NASA, and has been recognized for its technological innovations in the aviation sector.
Pave
Seed Round in 2020
Pave helps consumer and SMB credit risk teams increase approvals through AI-powered cashflow analytics. 100 million+ US consumers and businesses are financially underserved, simply because their data is not recognized by the traditional financial system. We solve this by transforming transaction data, loan performance outcomes, and credit reports into Cashflow-driven Attributes and Scores, enabling increased financial access to new customer segments without increasing risk. Our mission is to build a future where every person and business has access to equitable credit solutions by creating a new standard of Cashflow-driven Analytics.
Hyperscience
Series D in 2020
Hyperscience is a technology company that specializes in AI-based enterprise software aimed at automating office work processes. The software utilizes machine learning to handle structured and semi-structured documents, facilitating tasks such as data entry, extraction of key details from invoices, and reconciliation of compliance-driven data. By automating these complex processes, Hyperscience helps organizations and governments enhance productivity and modernize essential operations.
DISCO
Venture Round in 2020
DISCO is a legal technology company that applies artificial intelligence and cloud computing to legal problems to help lawyers and legal teams improve legal outcomes for clients. Corporate legal departments, law firms, and government agencies around the world use DISCO as an e-discovery solution for compliance, disputes, and investigations. The company is reinventing legal technology to automate and simplify complex and error-prone tasks that distract from practicing law. DISCO was founded in 2012 and is based in Austin, Texas.
Nebulous
Seed Round in 2020
Nebulous, Inc. is a Boston-based company founded in 2014 that specializes in developing blockchain hardware and software infrastructure for the decentralized internet. The company is known for its flagship product, Sia, a decentralized cloud storage platform that utilizes blockchain technology to create a marketplace for data storage. Additionally, Nebulous offers Skynet, a decentralized content delivery network (CDN) and file-sharing platform aimed at developers, along with SiaStream, which provides affordable storage solutions for media files to enable fast streaming. As a core contributor and maintainer of the open-source Skynet project, Nebulous plays a significant role in advancing the decentralized web ecosystem.
Undock
Seed Round in 2020
Undock, Inc. is a technology company that develops a cloud-based platform designed to streamline the scheduling, coordination, and hosting of meetings. Founded in 2017 and headquartered in Brooklyn, New York, Undock employs an advanced AI model that effectively identifies the optimal meeting times for participants by analyzing their availability, preferences, and behaviors. The platform offers a centralized location for collaborative agendas and notes, which can be integrated with various video conferencing tools, enhancing the overall meeting experience for teams and organizations.
Stuff That Works
Seed Round in 2020
Stuff That Works Ltd. is a Tel Aviv-based company founded in 2018 that focuses on developing an artificial intelligence-driven online platform aimed at optimizing treatment for chronic diseases. The platform utilizes crowd-sourced data, allowing users to contribute their treatment experiences through structured surveys. This data is analyzed using machine learning algorithms to generate both general and personalized insights for various conditions, including clinical depression, type 2 diabetes, and rheumatoid arthritis, among others. By fostering a community of participants, the platform enhances the depth and relevance of insights, facilitating informed decisions for patients and medical practitioners regarding effective therapies.
Hyperscience
Series C in 2020
Hyperscience is a technology company that specializes in AI-based enterprise software aimed at automating office work processes. The software utilizes machine learning to handle structured and semi-structured documents, facilitating tasks such as data entry, extraction of key details from invoices, and reconciliation of compliance-driven data. By automating these complex processes, Hyperscience helps organizations and governments enhance productivity and modernize essential operations.
HelloRelish
Series A in 2020
HelloRelish Ltd. is a relationship wellness company that develops a text-based coaching application designed to enhance interpersonal relationships. The app, known as Relish, functions as a personal trainer for relationships, offering users customized training plans tailored to their specific situations. Utilizing micro-learning techniques and machine learning, Relish delivers timely and action-oriented advice, supported by expert advisors. Founded in 2018 and headquartered in Mamaroneck, New York, HelloRelish aims to provide personalized solutions that promote accountability and foster relationship improvement. Through its extensive library of content and activities, the app seeks to empower individuals to rebuild and strengthen their connections.
Previse
Venture Round in 2020
Previse is a financial technology company that leverages artificial intelligence to facilitate instant payments for corporate buyers, ensuring that all suppliers are paid immediately. This system eliminates the need for suppliers to depend on costly short-term credit, reducing expenses for buyers and empowering small and medium-sized enterprises (SMEs) to reinvest in their growth, ultimately benefiting the economy. Suppliers can agree to instant payments with a simple click. Previse employs extensive data analysis and advanced algorithms to assess a corporate buyer's likelihood of settling invoices, allowing funders to quickly release funds to suppliers. The platform seamlessly integrates with existing payment technologies used by buyers and funders, requiring no alterations to their current processes or infrastructure, thus ensuring a frictionless adoption.
Abridge
Pre Seed Round in 2020
Abridge Inc. is a healthcare technology company founded in September 1999, focused on enhancing communication in medical settings through innovative tools. The company utilizes generative AI to automate the transcription and summarization of patient-clinician conversations, converting these interactions into structured clinical notes in real-time. This platform integrates seamlessly with Electronic Health Record (EHR) systems, significantly reducing the need for manual note-taking. By generating clear and understandable summaries, Abridge improves patient comprehension of medical discussions and ensures that relevant documentation is accurately recorded in patient files. Additionally, the company emphasizes data security and patient privacy, adhering to healthcare regulations while providing a customizable interface that caters to individual patient needs.
Ada
Series B in 2020
Ada Support Inc. is a Toronto-based company that specializes in developing a chatbot platform designed to enhance customer experience for enterprise businesses. Founded in 2016, the platform utilizes artificial intelligence and machine learning to automate customer support processes. By enabling non-technical support teams to manage inquiries effectively, Ada's technology reduces overall support volume and allows customers to find answers independently. The system continuously learns from interactions, improving its ability to serve customers over time.
Sisense
Series F in 2020
Sisense Inc. is a software company that develops business intelligence and data analytics solutions, focusing on simplifying data management and visualization for users without technical expertise. Its flagship product, Sisense, allows organizations to integrate and analyze large, complex datasets from various sources, creating interactive dashboards and visualizations that facilitate data-driven decision-making. The company serves a wide range of clients, from startups to large enterprises, across multiple industries including retail, healthcare, and manufacturing. Sisense employs advanced artificial intelligence algorithms to enhance its data processing capabilities, enabling users to generate insights efficiently. Founded in 2005 and headquartered in Tel Aviv, Israel, with additional offices in London and Sydney, Sisense also offers technical support and professional services to its clients.
Lentra
Series A in 2019
Lentra, founded in 2019, is a provider of a digital lending platform that enables banks and non-banking financial companies (NBFCs) to democratize lending through its software-as-a-service (SaaS) solution. Leveraging an artificial intelligence-driven, modular architecture, Lentra allows its clients to create customized loan products tailored to enhance customer experiences. The platform currently serves over 50 banks and processes approximately 2 million loan applications monthly, totaling more than $20 billion in processed loans. By focusing on expanding client reach, reducing non-performing assets, and optimizing operational efficiencies, Lentra supports its customers' growth through a flexible pay-as-you-go pricing model. The company is backed by several notable investors, including BVP, Citi, HDFC, MUFG, SIG, and Vy.
Auth.GG
Series A in 2019
Auth.GG is a robust, multilingual licensing platform designed to support applications built in nearly any programming language. It offers advanced user management, license generation, and comprehensive activity logging for client-side software. Fully customizable, Auth.GG empowers developers with complete control over application access and protection. Leveraging industry-standard cryptographic techniques and proprietary AI-driven security checks, the platform ensures high performance and proactive threat detection. All data passed to the client is validated server-side, and in cases of unauthorized access, no sensitive variables are returned—ensuring maximum protection against malicious actors.
Nebulous
Seed Round in 2019
Nebulous, Inc. is a Boston-based company founded in 2014 that specializes in developing blockchain hardware and software infrastructure for the decentralized internet. The company is known for its flagship product, Sia, a decentralized cloud storage platform that utilizes blockchain technology to create a marketplace for data storage. Additionally, Nebulous offers Skynet, a decentralized content delivery network (CDN) and file-sharing platform aimed at developers, along with SiaStream, which provides affordable storage solutions for media files to enable fast streaming. As a core contributor and maintainer of the open-source Skynet project, Nebulous plays a significant role in advancing the decentralized web ecosystem.
KERV Interactive
Venture Round in 2019
KERV Interactive is a digital advertising platform that utilizes advanced patented technology to enhance user engagement through video content. The company has developed an AI-powered video creative technology that employs machine learning to accurately identify objects and their dimensions within video streams, mimicking human visual perception. This innovative approach allows for every frame in a digital video to become an immersive and interactive experience for consumers. By leveraging these capabilities, KERV aims to improve the performance of digital advertising, making it more effective for brands and engaging for audiences.
Verata Health (Now Part of Olive)
Series A in 2019
Verata Health, now part of Olive, was established in 2017 and is headquartered in Bloomington, Minnesota, with additional offices in Minneapolis, Boston, and Orlando. The company specializes in developing artificial intelligence-based software solutions aimed at improving the prior authorization process for healthcare providers and payers. Its platform synthesizes clinical documentation and medical necessity rules to provide real-time decision recommendations, thereby streamlining manual tasks and enhancing efficiency. By removing barriers associated with prior authorization, Verata Health's technology enables healthcare providers, private practices, and pharmacies to take control of their revenue cycles, reduce write-offs, and ensure that patients receive timely care. The company has gained trust from health systems and providers across the country for its innovative approach to modernizing the healthcare authorization process.
Pinpoint.com
Series A in 2019
Pinpoint.com their platform enables product marketers and managers to build a product for their users by providing a best-in-class product communication platform that streamlines product updates to users and collects their feedback all in one place.
DISCO
Series E in 2019
DISCO is a legal technology company that applies artificial intelligence and cloud computing to legal problems to help lawyers and legal teams improve legal outcomes for clients. Corporate legal departments, law firms, and government agencies around the world use DISCO as an e-discovery solution for compliance, disputes, and investigations. The company is reinventing legal technology to automate and simplify complex and error-prone tasks that distract from practicing law. DISCO was founded in 2012 and is based in Austin, Texas.
Lentra
Series A in 2019
Lentra, founded in 2019, is a provider of a digital lending platform that enables banks and non-banking financial companies (NBFCs) to democratize lending through its software-as-a-service (SaaS) solution. Leveraging an artificial intelligence-driven, modular architecture, Lentra allows its clients to create customized loan products tailored to enhance customer experiences. The platform currently serves over 50 banks and processes approximately 2 million loan applications monthly, totaling more than $20 billion in processed loans. By focusing on expanding client reach, reducing non-performing assets, and optimizing operational efficiencies, Lentra supports its customers' growth through a flexible pay-as-you-go pricing model. The company is backed by several notable investors, including BVP, Citi, HDFC, MUFG, SIG, and Vy.
Habana
Series B in 2018
Habana Labs Ltd. is a fabless semiconductor company that specializes in developing artificial intelligence processors designed for training deep neural networks and deploying inference in production environments. Founded in 2016 and headquartered in San Jose, California, with additional offices in Tel-Aviv, Israel, Gdansk, Poland, and Beijing, China, the company aims to enhance data center and cloud efficiency by providing significant improvements in processing performance, cost, and power consumption. Its AI processors are optimized for seamless integration into popular frameworks, enabling developers to achieve better performance and reduced energy usage in their applications. Habana Labs operates as a subsidiary of Intel Corporation.
Sisense
Series E in 2018
Sisense Inc. is a software company that develops business intelligence and data analytics solutions, focusing on simplifying data management and visualization for users without technical expertise. Its flagship product, Sisense, allows organizations to integrate and analyze large, complex datasets from various sources, creating interactive dashboards and visualizations that facilitate data-driven decision-making. The company serves a wide range of clients, from startups to large enterprises, across multiple industries including retail, healthcare, and manufacturing. Sisense employs advanced artificial intelligence algorithms to enhance its data processing capabilities, enabling users to generate insights efficiently. Founded in 2005 and headquartered in Tel Aviv, Israel, with additional offices in London and Sydney, Sisense also offers technical support and professional services to its clients.
Subtle Medical
Seed Round in 2018
Subtle Medical, Inc. is a healthcare technology company based in Menlo Park, California, that specializes in developing AI-powered medical imaging software for clinical imaging centers and hospitals. Founded in 2017, the company offers products such as SubtleMR and SubtlePET, both of which are FDA cleared and CE marked. These technologies enhance image quality in magnetic resonance imaging (MRI) and positron emission tomography (PET) exams by reducing noise and increasing sharpness, ultimately improving workflow efficiency while ensuring patient safety. Subtle Medical also features SubtleGAD, a technology recognized by the Radiological Society of North America, which aims to make imaging exams safer. The company employs a vendor-agnostic AI infrastructure that integrates seamlessly with existing scanners, allowing imaging providers to serve more patients effectively by enhancing image acquisition without disrupting their current workflow. Through its innovations, Subtle Medical seeks to improve the quality, value, and accessibility of medical imaging while significantly lowering costs and radiation exposure.
Qventus
Series B in 2018
Qventus, Inc. is a technology company that develops an artificial intelligence-based software platform aimed at optimizing hospital operations through real-time data analytics. Founded in 2011 and based in Los Altos, California, Qventus focuses on enhancing operational efficiency in healthcare settings by automating processes and improving patient flow. The platform addresses various operational challenges across hospitals, including emergency departments, operating rooms, and patient safety, by predicting issues, offering immediate recommendations, and encouraging team members to take action. Through its solutions, Qventus seeks to reduce staff workloads, optimize resource utilization, and ultimately help healthcare organizations unlock capacity and drive revenue.
Pinpoint.com
Venture Round in 2018
Pinpoint.com their platform enables product marketers and managers to build a product for their users by providing a best-in-class product communication platform that streamlines product updates to users and collects their feedback all in one place.
DISCO
Series D in 2018
DISCO is a legal technology company that applies artificial intelligence and cloud computing to legal problems to help lawyers and legal teams improve legal outcomes for clients. Corporate legal departments, law firms, and government agencies around the world use DISCO as an e-discovery solution for compliance, disputes, and investigations. The company is reinventing legal technology to automate and simplify complex and error-prone tasks that distract from practicing law. DISCO was founded in 2012 and is based in Austin, Texas.
Iris Automation
Series A in 2018
Iris Automation Inc. is a technology company focused on developing collision avoidance systems for industrial drones, enhancing their operational safety. Founded in 2015 and based in San Francisco, California, with an additional location in Reno, Nevada, the company offers an artificial intelligence system that combines real-time imagery with 3D mapping to detect and avoid both static and dynamic obstacles. This system, known as Casia, can function on-board aircraft or in ground-based configurations, facilitating safe flights with minimal human intervention. Iris Automation also collaborates with global civil aviation authorities to create regulatory frameworks that enable uncrewed aircraft to operate beyond visual line of sight. The company is actively involved in various pilot programs, including those with the FAA and NASA, and has been recognized for its technological innovations in the aviation sector.
Prospera Technologies
Series B in 2017
Prospera Technologies Ltd. specializes in the development of computer vision technologies designed to monitor and analyze plant health, growth, and stress. Founded in 2014 and headquartered in Tel-Aviv, Israel, the company captures climate and visual data from agricultural fields, providing actionable insights to growers through mobile and web platforms. The team comprises computer scientists, physicists, agronomists, and experienced agri-business leaders, all working collaboratively to enhance agricultural practices and optimize food production.
DeepScale
Seed Round in 2017
DeepScale, Inc. is a technology company specializing in perceptual system software for semi-autonomous and autonomous vehicles. Founded in 2015 and headquartered in Mountain View, California, the company focuses on enabling automakers to utilize low-wattage processors for improved perception capabilities. DeepScale's technology incorporates artificial intelligence and deep learning algorithms to create advanced driver-assistance systems. The company develops a visual perception platform that utilizes training data and innovative deep neural network architectures to enhance vehicle awareness of their surroundings in real time. In 2019, DeepScale became a subsidiary of Tesla, further integrating its advanced perception technologies into the evolving landscape of autonomous driving.
DISCO
Series C in 2016
DISCO is a legal technology company that applies artificial intelligence and cloud computing to legal problems to help lawyers and legal teams improve legal outcomes for clients. Corporate legal departments, law firms, and government agencies around the world use DISCO as an e-discovery solution for compliance, disputes, and investigations. The company is reinventing legal technology to automate and simplify complex and error-prone tasks that distract from practicing law. DISCO was founded in 2012 and is based in Austin, Texas.
Prospera Technologies
Series A in 2016
Prospera Technologies Ltd. specializes in the development of computer vision technologies designed to monitor and analyze plant health, growth, and stress. Founded in 2014 and headquartered in Tel-Aviv, Israel, the company captures climate and visual data from agricultural fields, providing actionable insights to growers through mobile and web platforms. The team comprises computer scientists, physicists, agronomists, and experienced agri-business leaders, all working collaboratively to enhance agricultural practices and optimize food production.
Team8
Series B in 2016
Team8 is a global venture group headquartered in Tel Aviv, Israel, specializing in the development and investment of companies in the fields of enterprise technology, cybersecurity, data science, artificial intelligence, and fintech. Established in 2014, Team8 employs a unique foundry model that identifies significant challenges faced by various industries, generates innovative solutions, and supports the growth of startups through technology, market alignment, and talent acquisition. The firm collaborates closely with entrepreneurs to co-found transformative fintech companies and has a strong emphasis on facilitating the digital transformation of financial institutions, enhancing existing fintech services, and enabling non-financial companies to offer financial solutions. Team8's leadership team comprises experienced entrepreneurs and industry leaders, including veterans from Israel’s elite tech and intelligence Unit 8200, ensuring a wealth of expertise in guiding new ventures towards success.
Team8
Series A in 2015
Team8 is a global venture group headquartered in Tel Aviv, Israel, specializing in the development and investment of companies in the fields of enterprise technology, cybersecurity, data science, artificial intelligence, and fintech. Established in 2014, Team8 employs a unique foundry model that identifies significant challenges faced by various industries, generates innovative solutions, and supports the growth of startups through technology, market alignment, and talent acquisition. The firm collaborates closely with entrepreneurs to co-found transformative fintech companies and has a strong emphasis on facilitating the digital transformation of financial institutions, enhancing existing fintech services, and enabling non-financial companies to offer financial solutions. Team8's leadership team comprises experienced entrepreneurs and industry leaders, including veterans from Israel’s elite tech and intelligence Unit 8200, ensuring a wealth of expertise in guiding new ventures towards success.
DISCO
Series B in 2014
DISCO is a legal technology company that applies artificial intelligence and cloud computing to legal problems to help lawyers and legal teams improve legal outcomes for clients. Corporate legal departments, law firms, and government agencies around the world use DISCO as an e-discovery solution for compliance, disputes, and investigations. The company is reinventing legal technology to automate and simplify complex and error-prone tasks that distract from practicing law. DISCO was founded in 2012 and is based in Austin, Texas.
Endgame
Series C in 2014
Endgame, Inc. specializes in security intelligence and analytics solutions, catering to both federal and commercial clients. The company offers a comprehensive endpoint security platform that empowers security operations teams and incident responders to proactively prevent attacks, thereby reducing the time and costs associated with incident response. Endgame’s technology leverages machine learning and data science to detect and mitigate unique threats throughout the entire attack lifecycle while ensuring minimal disruption to normal business operations. In addition to its core products, the company provides software research and professional services tailored to the needs of federal customers. Founded in 2008 and headquartered in Arlington, Virginia, with an additional office in San Francisco, Endgame operates as a subsidiary of Elastic N.V.
Team8
Series A in 2014
Team8 is a global venture group headquartered in Tel Aviv, Israel, specializing in the development and investment of companies in the fields of enterprise technology, cybersecurity, data science, artificial intelligence, and fintech. Established in 2014, Team8 employs a unique foundry model that identifies significant challenges faced by various industries, generates innovative solutions, and supports the growth of startups through technology, market alignment, and talent acquisition. The firm collaborates closely with entrepreneurs to co-found transformative fintech companies and has a strong emphasis on facilitating the digital transformation of financial institutions, enhancing existing fintech services, and enabling non-financial companies to offer financial solutions. Team8's leadership team comprises experienced entrepreneurs and industry leaders, including veterans from Israel’s elite tech and intelligence Unit 8200, ensuring a wealth of expertise in guiding new ventures towards success.
Rev
Series B in 2013
Through a combination of industry-leading AI, a marketplace of human transcriptionists, and over 6.5 millions of hours of real-world data, Rev is the most accurate transcription service on the market. Leading in price, speed and quality, Rev delivers compliant captions, transcriptions and subtitles in 75+ languages. The chosen speech-to-text partner for Vimeo, Spotify, Yale, PBS and Sundance Film Festival, Rev is progressing accessibility across industries and revolutionizing what it means to understand the human voice. Do more with every word at Rev.com.
Endgame
Series B in 2013
Endgame, Inc. specializes in security intelligence and analytics solutions, catering to both federal and commercial clients. The company offers a comprehensive endpoint security platform that empowers security operations teams and incident responders to proactively prevent attacks, thereby reducing the time and costs associated with incident response. Endgame’s technology leverages machine learning and data science to detect and mitigate unique threats throughout the entire attack lifecycle while ensuring minimal disruption to normal business operations. In addition to its core products, the company provides software research and professional services tailored to the needs of federal customers. Founded in 2008 and headquartered in Arlington, Virginia, with an additional office in San Francisco, Endgame operates as a subsidiary of Elastic N.V.
Anunta
Series A in 2013
Anunta is a recognized provider of Managed Desktop as a Service (DaaS) solutions, specializing in Enterprise DaaS, Packaged DaaS, and Digital Workspace technology. With over a decade of experience, the company has successfully migrated more than 500,000 remote desktop users to the cloud, enhancing workforce productivity and improving the end-user experience. Anunta's cloud-based end-user computing platform is designed to ensure consistent access to business applications for users in remote offices, effectively balancing employee needs across various functions in a dynamic environment. This platform offers clients real-time visibility and management of their entire computing landscape, simplifying the complexities often associated with remote desktop management.
MindMeld
Venture Round in 2012
MindMeld, Inc. is a technology company that specializes in developing an advanced AI platform focused on creating intelligent conversational interfaces for applications and devices. Founded in 2011 and headquartered in San Francisco, the company enhances user interaction through voice interfaces and language-understanding capabilities, allowing users to engage with music, video content, weather updates, and connected home devices. MindMeld's platform employs machine learning to facilitate natural interactions with voice and chat assistants, enabling users to efficiently access and navigate information. In December 2015, the company rebranded from its original name, Expect Labs, Inc., and operates as a subsidiary of Cisco Systems, Inc. since May 2017.
Endgame
Series A in 2010
Endgame, Inc. specializes in security intelligence and analytics solutions, catering to both federal and commercial clients. The company offers a comprehensive endpoint security platform that empowers security operations teams and incident responders to proactively prevent attacks, thereby reducing the time and costs associated with incident response. Endgame’s technology leverages machine learning and data science to detect and mitigate unique threats throughout the entire attack lifecycle while ensuring minimal disruption to normal business operations. In addition to its core products, the company provides software research and professional services tailored to the needs of federal customers. Founded in 2008 and headquartered in Arlington, Virginia, with an additional office in San Francisco, Endgame operates as a subsidiary of Elastic N.V.
Advanced Recognition Technologies
Venture Round in 2004
Acknowledged market leaders in the field of natural Human User Interface, ART Advanced Recognition Technologies, Inc., was established in 1990 to pioneer speech and handwriting recognition for mass-market mobile devices. The first to introduce successful deployment of Name Dialing ability to the mass-market cellular handsets, ART has generated a decade of award winning, software-only based solutions. Now ART develops and markets a complete range of proprietary technologies designed for use on all the most widely employed platforms for cellular phones, smart phones, mobile communicators, PDA's, automotive systems and more. Today, ART's embedded software-only solutions are deployed in dozens of product lines from industry leaders such as Acer, Casio, Franklin, GVC, Hitachi, Hutel, Konka, LGE, Inventec, Maxon, Mitsubishi, NeoPoint, Panasonic, Philips, Quanta, Samsung, Siemens Automotive and others. ART has strategic and technological partnerships with industry leaders including Agere Systems, Analog Devices, DSP Group, e-SIM, Microsoft, Motorola, OTM Technologies, Parthus, Pegasus, Persay, Symbian, Texas Instruments and TTPCom. While ART's innovative solutions are primarily targeted to the manufacturers of cellular handsets, cellular chips and other wireless device vendors, many also come as stand-alone products available directly to the public. (See the On-Line Shop section of this site). Individuals can now download the same superior technologies as deployed by the world's leading OEMs. ART is a U.S. based company with sales offices on the East and West Coasts. It is active throughout the US, Europe, Asia and in Israel, where it maintains a wholly owned R&D subsidiary, ART Ltd.
TurbineOne
TurbineOne is a defense technology company focused on enhancing situational awareness through its innovative platform that applies machine learning at the tactical edge. The company aims to improve frontline perception, allowing users to sense threats and communicate effectively in challenging environments. Its flagship product is a wearable on-body operating system that connects individuals in dangerous situations, enabling them to develop, modify, and deploy artificial intelligence and machine learning solutions without the need for coding. This technology is designed to operate in communications-denied environments, thereby reducing the risk to personnel by facilitating the use of robots and advanced systems in hazardous scenarios.
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