Necessary Ventures

Brellium is a company that leverages artificial intelligence to streamline the clinical note auditing process for healthcare providers. By automating medical chart reviews, Brellium’s platform conducts thorough audits in alignment with clients' clinical and billing standards. The technology enables healthcare facilities to quickly identify and rectify inaccuracies in medical charts, allowing them to process thousands of charts within minutes. This efficiency not only enhances the accuracy of clinical documentation but also leads to significant cost savings for hospitals and clinics. Brellium's solution is clinician-validated, ensuring that it meets the practical needs of healthcare professionals.

Infinite Machine is a company dedicated to manufacturing electric vehicles that seamlessly integrate with urban environments and respect nature. Their debut product, the P1, is a personal electric vehicle designed with innovative performance features, such as a removable battery and efficient maneuverability, all wrapped in an industrial aesthetic. The company envisions a future where electric vehicles coexist harmoniously with both people and the environment.

Nevoya is a logistics company specializing in zero-emission freight transport. It provides electric truckload carrier services, combining a fleet of electric trucks, skilled drivers, and optimization technology. This enables businesses to reduce their carbon footprint and potentially lower operational costs, while maintaining consistent and transparent freight movement.

Unlearn.AI, Inc. is a biotechnology company based in San Francisco, California, that specializes in developing innovative software tools for clinical research. Established in 2017, Unlearn.AI focuses on enhancing clinical trials through its unique digital twin technology, known as TwinRCT. This approach utilizes machine learning to create prognostic digital twins for individual patients, allowing for more accurate estimations of treatment effects while reducing the number of participants needed. The company also offers services for Clinical Trial Design, which helps determine inclusion criteria, endpoints, and study sizes, as well as Synthetic Control Arms that can minimize or eliminate the need for concurrent control groups. Additionally, Unlearn.AI provides Subgroup Analysis to identify and analyze specific patient subgroups within trial results. By integrating expertise from pharmaceuticals, medical technology, and machine learning, Unlearn.AI aims to transform clinical trials to improve outcomes for both patients and sponsors.

Readout AI is a company that specializes in the development of artificial intelligence tools aimed at automating the analysis of preclinical and clinical trial data. Its platform utilizes advanced AI technology to summarize and extract insights from complex datasets, thereby facilitating more efficient and accurate results for biostatisticians and medical writers. By streamlining the data analysis process, Readout AI enables users to obtain therapy results more quickly and at a reduced cost, significantly enhancing the overall efficiency of clinical research.

Magrathea is a metal production company focused on sustainable practices in the production of magnesium, the lightest structural metal. The company employs an innovative process that utilizes brine to produce magnesium without traditional mining methods, thereby significantly reducing the socio-environmental impacts associated with metal production. This approach aligns with the global movement towards electrification and decarbonization, as the produced magnesium sequesters carbon in the sea at the end of its life cycle. Magrathea aims to support the automotive and structural industries in minimizing their carbon footprints and establishing a genuinely sustainable supply chain.

Rubi Laboratories is a California-based company that specializes in the development of technology to manufacture carbon-negative textiles. The firm utilizes innovative sustainable solutions to convert carbon emissions into natural fibers, resulting in biodegradable textiles. Its technology directly synthesizes threads, providing a natural resource for the production of viscose that is carbon-negative, as well as being water-chemical, land-neutral, traceable, and environmentally friendly. Rubi Laboratories aims to address the environmental impact of textile manufacturing by offering a more sustainable alternative in the industry.

Mooch is a consumer-focused application that aims to transform personal finance management through automation and artificial intelligence. The company's platform provides users with tools to budget, shop, and save money effectively. Mooch's application allows individuals to take control of their financial planning by automating the management of bills and savings goals. Users earn rewards for saving money, enhancing their overall financial experience. Additionally, Mooch offers free financial resources and guides to help customers improve their understanding of personal finance, thereby fostering a healthier relationship with their finances.

Zócalo Health is a family medicine service that provides bilingual and culturally relevant health care, resources, and education. They offer prevention, primary care, behavioural health, and traditional practices. It offers convenient, transparent, and culturally-aligned care to its members.

Forage is a payments company that empowers merchants to accept EBT SNAP payments through a unified API, enhancing transaction efficiency and access to essential goods for customers utilizing government assistance programs. By offering a seamless integration process for both online and in-person transactions, Forage enables businesses to expand their customer base while supporting food security initiatives and promoting inclusivity in commerce. The company also provides ongoing support and resources to help merchants effectively implement their payment solutions and navigate the complexities of the regulatory landscape associated with EBT transactions. In doing so, Forage fosters equitable digital access, contributing to community development and enhancing the overall efficiency of government subsidy programs.

Relief is a mobile app that delivers on debt-elimination commitment. They aim to become the company that people come to for help getting back in the black. By developing products and services that are simple, effective, and easy to use, they will make financial relief accessible to those who need it.

Rubi Laboratories is a California-based company that specializes in the development of technology to manufacture carbon-negative textiles. The firm utilizes innovative sustainable solutions to convert carbon emissions into natural fibers, resulting in biodegradable textiles. Its technology directly synthesizes threads, providing a natural resource for the production of viscose that is carbon-negative, as well as being water-chemical, land-neutral, traceable, and environmentally friendly. Rubi Laboratories aims to address the environmental impact of textile manufacturing by offering a more sustainable alternative in the industry.

Wayve is a technology company based in London, United Kingdom, focused on developing a fully autonomous driving system for vehicles. The company utilizes end-to-end deep learning to enable its artificial intelligence to perform complex driving tasks, allowing it to adapt to various urban environments. Wayve operates a fleet of electric vehicles that are equipped for autonomous operation and technology development. Its approach combines AI software with lean hardware and a fleet learning platform, facilitating the deployment of autonomous vehicles on public roads. This innovative methodology enables businesses to efficiently adapt autonomous driving systems to new driving domains globally.

Career Karma, Inc. is a San Francisco-based company that offers a mobile application designed to assist individuals in finding job training programs, particularly in technology fields such as coding, web development, data science, and cybersecurity. Launched in 2018, the platform provides users with access to a comprehensive directory of over 9,000 boot camps and trade schools, allowing career switchers to compare courses, read student reviews, and connect with current students and alumni. Through its free coaching and peer mentorship initiatives, Career Karma has attracted a diverse membership of over 150,000 individuals, helping them navigate their career paths with personalized guidance and support. The platform aims to empower users to make informed decisions about their education and career advancement, ultimately facilitating their success in the technology sector.

Kurios is a Y Combinator-backed company that specializes in delivering cohort-based online courses focused on digital business skills in Latin America. The company offers training programs in areas such as Product Management, Growth, and Digital Management, taught by industry professionals from leading global tech firms like Amazon, Stripe, and Uber. Kurios serves a diverse clientele, including major enterprises such as Walmart Mexico, Femsa, and Bancolombia, by providing flexible and interactive training that empowers professionals and organizations to thrive in the digital age.

AllVoices Holding Co. is a technology company that creates an anonymous reporting platform aimed at helping employees safely report issues such as harassment, bias, and cultural problems within their organizations. Founded in 2017 and based in Santa Monica, California, AllVoices provides tools that allow companies to aggregate and analyze data from these reports, offering insights into the true scale of workplace issues. The platform facilitates consistent and efficient responses to incidents, featuring capabilities such as audit-ready documentation and early trend detection. By empowering People Teams with real-time, actionable data, AllVoices enables organizations to identify and address potential problems before they escalate, fostering a safer and more inclusive workplace culture.

Taro Health is a health insurance company dedicated to providing relationship-based healthcare services aimed at making healthcare more affordable for all Americans. The company has developed a system designed to reduce friction between doctors and patients, fostering more meaningful interactions. By focusing on personalized and holistic treatments, Taro Health enables patients to address their healthcare needs more effectively. Through its innovative approach, the company seeks to enhance the overall healthcare experience and improve the quality of care delivered to its members.

Advekit, LLC is a healthcare technology company based in Venice, California, that operates an online platform designed to streamline the process of connecting patients with mental health professionals. Founded in 2017, Advekit utilizes users' zip codes, preferences, and insurance information to facilitate tailored matches with therapists. The platform aims to make mental health support more accessible and user-friendly by allowing patients to navigate their mental health benefits effectively. Additionally, Advekit offers a sliding-scale fee structure to accommodate varying financial situations, ensuring that users can find appropriate support that aligns with their needs, availability, and insurance coverage.

Yummy Inc. is a food delivery application company founded in 2020 by Vicente Zavarce, with its headquarters located in San Francisco, California, and an additional office in Caracas, Venezuela. The Yummy app operates across Latin America, allowing users to order and pay for meals through both mobile and web platforms. It offers various payment options, including foreign credit cards and cash, making it convenient for users to enjoy their food at their preferred locations.

Spero Foods, Inc. is a company that specializes in producing and selling alternative dairy products, focusing primarily on cream cheese. Founded in 2016 and headquartered in Oakland, California, Spero employs innovative food science and process engineering to create mainstream plant-based dairy alternatives. The company aims to provide healthy food options for all individuals, positioning itself as a disruptor in the traditional dairy market. Spero Foods' products are available through various channels, including wholesalers, retail stores, and online platforms across the United States. The company has gained recognition for its innovative approach and has received awards from notable organizations such as Fast Company, NEXTY, and The Food Network. Its products can be found in over 3,500 authorized locations, including major retailers like Kroger, Whole Foods, Publix, and Sprouts.

Arc Boats is an electric boat manufacturer offering a seamlessly connected boating experience. The boats use aerospace-inspired engineering and are designed with custom battery packs for stability, range, and speed.

WorkEQ is a business development and employment agency focused on fostering a flexible and productive work-life balance for organizations. The company has developed a contact tracing and health monitoring platform aimed at enhancing workplace safety by swiftly identifying potential exposure to infectious diseases among employees. This platform allows organizations to access critical data regarding symptom onset and infectious periods, enabling prompt responses to prevent viral outbreaks. By prioritizing health and safety, WorkEQ not only enhances employee engagement and productivity but also promotes a more inclusive work environment.

Modern Health is a mental wellness platform designed for innovative companies to support the mental health of their employees. The platform offers a comprehensive suite of services including therapy sessions, coaching, and self-guided courses, all accessible through a user-friendly app. Modern Health combines the WHO well-being assessment with self-service wellness kits and connects users with certified coaches and licensed therapists in 35 languages. By providing these resources, Modern Health aims to destigmatize mental health conversations and make services more accessible, ultimately improving employee well-being and productivity.

Decent Inc. is a health insurance provider based in Mill Valley, California, that focuses on offering affordable medical insurance plans tailored for self-employed professionals. Founded in 2018, the company aims to improve healthcare access by aligning incentives to enhance health outcomes and reduce costs. One of its key offerings is the Trailblazer Plan, a comprehensive health plan designed specifically for freelancers. By prioritizing the needs of its members, Decent seeks to create a more effective and personalized healthcare experience.

Wayve is a technology company based in London, United Kingdom, focused on developing a fully autonomous driving system for vehicles. The company utilizes end-to-end deep learning to enable its artificial intelligence to perform complex driving tasks, allowing it to adapt to various urban environments. Wayve operates a fleet of electric vehicles that are equipped for autonomous operation and technology development. Its approach combines AI software with lean hardware and a fleet learning platform, facilitating the deployment of autonomous vehicles on public roads. This innovative methodology enables businesses to efficiently adapt autonomous driving systems to new driving domains globally.

EnsoData is a healthcare technology startup focused on utilizing artificial intelligence to enhance the diagnosis of health conditions, particularly in the realm of sleep disorders. The company has developed a sophisticated software platform that employs machine learning algorithms to automate the analysis of sleep data, enabling clinicians to efficiently score and diagnose conditions such as sleep apnea. By integrating best practices in scoring with advanced machine learning techniques, EnsoData's autoscoring algorithm adapts to individual patient data, significantly reducing the time required to review and interpret complex sleep studies. This innovation not only streamlines workflow for neurology labs but also improves patient outcomes and contributes to increased operational efficiency and revenue for healthcare providers.

Particle Health Inc. is a healthcare technology company that focuses on enabling the secure exchange of medical information through its API platform. Founded in 2017 and headquartered in Manhattan, New York, the company’s solutions allow patients and consumers to share their medical records, which are often scattered across various providers. By creating a unified health record, Particle Health connects disparate data sources and standardizes this information to FHIR R4, facilitating usability at scale. One of its significant offerings, the Smart Consent tool, enables tracking and unlocking of patient information for purposes such as clinical trials and life insurance underwriting. The company serves various sectors within the healthcare industry, including telemedicine, pharmacy, and virtual health, while ensuring compliance with HIPAA regulations.

Unlearn.AI, Inc. is a biotechnology company based in San Francisco, California, that specializes in developing innovative software tools for clinical research. Established in 2017, Unlearn.AI focuses on enhancing clinical trials through its unique digital twin technology, known as TwinRCT. This approach utilizes machine learning to create prognostic digital twins for individual patients, allowing for more accurate estimations of treatment effects while reducing the number of participants needed. The company also offers services for Clinical Trial Design, which helps determine inclusion criteria, endpoints, and study sizes, as well as Synthetic Control Arms that can minimize or eliminate the need for concurrent control groups. Additionally, Unlearn.AI provides Subgroup Analysis to identify and analyze specific patient subgroups within trial results. By integrating expertise from pharmaceuticals, medical technology, and machine learning, Unlearn.AI aims to transform clinical trials to improve outcomes for both patients and sponsors.

AllVoices Holding Co. is a technology company that creates an anonymous reporting platform aimed at helping employees safely report issues such as harassment, bias, and cultural problems within their organizations. Founded in 2017 and based in Santa Monica, California, AllVoices provides tools that allow companies to aggregate and analyze data from these reports, offering insights into the true scale of workplace issues. The platform facilitates consistent and efficient responses to incidents, featuring capabilities such as audit-ready documentation and early trend detection. By empowering People Teams with real-time, actionable data, AllVoices enables organizations to identify and address potential problems before they escalate, fostering a safer and more inclusive workplace culture.

Tempest, Inc. is a digital recovery program that provides online courses and resources for individuals seeking to quit alcohol. Founded in 2014 and based in New York, the company offers a comprehensive virtual curriculum that includes an eight-week course, counseling sessions, and workshops designed to address the challenges of alcohol addiction. Tempest emphasizes the development of purpose, meaning, and creativity as essential components of a sober lifestyle. The program aims to support participants in overcoming negativity and mental health challenges associated with substance use, ultimately helping them lead healthier and more fulfilling lives. Originally established as Hip Sobriety, Inc., the company rebranded to Tempest, Inc. in May 2019.

Wayve is a technology company based in London, United Kingdom, focused on developing a fully autonomous driving system for vehicles. The company utilizes end-to-end deep learning to enable its artificial intelligence to perform complex driving tasks, allowing it to adapt to various urban environments. Wayve operates a fleet of electric vehicles that are equipped for autonomous operation and technology development. Its approach combines AI software with lean hardware and a fleet learning platform, facilitating the deployment of autonomous vehicles on public roads. This innovative methodology enables businesses to efficiently adapt autonomous driving systems to new driving domains globally.

KUDI is a financial service provider focused on providing access to electronic banking and financial services by leveraging conversational interfaces, natural language processing and artificial intelligence to provider faster access, frictionless experience, and ultimately boost financial inclusion in emerging markets. KUDI is enabling secured financial transactions via Facebook, Telegram, Slack and Skype. KUDI's focus is the African market with a primary focus on the Nigerian Payment ecosystem and the company does this in partnership with e-payment regulators, a leading commercial bank, and an international payment processor.

Unlearn.AI, Inc. is a biotechnology company based in San Francisco, California, that specializes in developing innovative software tools for clinical research. Established in 2017, Unlearn.AI focuses on enhancing clinical trials through its unique digital twin technology, known as TwinRCT. This approach utilizes machine learning to create prognostic digital twins for individual patients, allowing for more accurate estimations of treatment effects while reducing the number of participants needed. The company also offers services for Clinical Trial Design, which helps determine inclusion criteria, endpoints, and study sizes, as well as Synthetic Control Arms that can minimize or eliminate the need for concurrent control groups. Additionally, Unlearn.AI provides Subgroup Analysis to identify and analyze specific patient subgroups within trial results. By integrating expertise from pharmaceuticals, medical technology, and machine learning, Unlearn.AI aims to transform clinical trials to improve outcomes for both patients and sponsors.

Farmers Business Network, Inc. is an independent agricultural technology and commerce platform that serves as a farmer-to-farmer network, empowering its members to make informed decisions to enhance the economic viability of their farms. The company advocates for family farmers and ranchers by providing data-driven agronomic insights, facilitating direct purchases from manufacturers, and enabling competitive market opportunities for selling crops. Farmers can leverage the network to share information and access vital resources such as health and crop insurance. With a membership that spans over 80 million acres across the U.S., Canada, and Australia, Farmers Business Network employs over 800 personnel and operates offices in key locations, including San Carlos, California, Chicago, Illinois, Sioux Falls, South Dakota, and its Canadian and Australian headquarters in High River, Alberta, and Perth, respectively.

Recursion Pharmaceuticals, Inc. is a clinical-stage biotechnology company based in Salt Lake City, Utah, that focuses on revolutionizing drug discovery through the integration of advanced technologies such as artificial intelligence, automation, and bioinformatics. Founded in 2013, the company has developed a comprehensive drug discovery platform that includes various tools and software, such as ReChem for chemical compound design, ReScreen for managing complex experimental workflows, and RePredict for modeling drug relationships using machine learning. These innovations enable Recursion to generate extensive biological and chemical datasets, facilitating the exploration of foundational biology and accelerating the development of new therapeutic solutions. Through its unique approach, Recursion aims to significantly enhance patient outcomes and streamline the drug discovery process.

KUDI is a financial service provider focused on providing access to electronic banking and financial services by leveraging conversational interfaces, natural language processing and artificial intelligence to provider faster access, frictionless experience, and ultimately boost financial inclusion in emerging markets. KUDI is enabling secured financial transactions via Facebook, Telegram, Slack and Skype. KUDI's focus is the African market with a primary focus on the Nigerian Payment ecosystem and the company does this in partnership with e-payment regulators, a leading commercial bank, and an international payment processor.