Necessary Ventures

Brellium is an AI-powered platform that performs clinical note audits to ensure adherence to payor and clinical quality standards. The system provides AI-driven chart auditing, automated incident reporting, and customizable compliance frameworks that scale from single-site clinics to enterprise operations, with integration to electronic health record systems. It targets healthcare providers, clinics, and behavioral health organizations, helping them maintain documentation accuracy, streamline compliance workflows, reduce manual audit workloads, and improve the quality of care, while delivering cost savings.

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 app that uses AI to automate personal finance management on payday. It helps users budget, shop, and save money more effectively.

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 enables merchants to accept EBT SNAP payments through a unified API, facilitating transactions in online and in-person settings and expanding access to essential goods for customers using government assistance. The platform provides pre-built checkout components, rapid USDA certification, fraud protection, and real-time analytics to support reliable and compliant EBT processing. By simplifying payment acceptance, Forage helps merchants reach a broader customer base while supporting food security initiatives and inclusive commerce. The solution combines seamless integration with ongoing support to help merchants navigate regulatory requirements associated with government benefits 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.

Founded in 2017, AllVoices designs and develops an anonymous reporting platform that enables employees to safely report harassment, bias, and cultural issues directly to company leadership. Its platform aggregates data to provide insights into the true scale of these problems, helping companies identify trends early and improve workplace culture.

Mending develops a health insurance platform that aims to provide affordable, comprehensive care by strengthening the relationship between patients and primary care providers. The platform supports primary care and mental health visits, features low deductibles, and connects users to a broad network of doctors and hospitals, helping individuals and small businesses receive timely, personalized healthcare at a low cost.

Founded in 2017, Advekit operates an online platform that connects patients with mental health professionals. It uses user preferences, zip code, and insurance information to facilitate matches. The platform improves access to quality treatment, simplifies payment using insurance benefits, and offers a sliding-scale fee structure based on users' ability to pay.

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 company that employs artificial intelligence to analyze human body data for diagnosing health conditions. Its core product is an autoscoring algorithm combining AASM scoring best practices with advanced machine learning, adapting to each patient's unique data.

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.

Founded in 2017, AllVoices designs and develops an anonymous reporting platform that enables employees to safely report harassment, bias, and cultural issues directly to company leadership. Its platform aggregates data to provide insights into the true scale of these problems, helping companies identify trends early and improve 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 is a clinical-stage biotechnology company that aims to radically improve patients’ lives by decoding biology through the integration of biology, chemistry, automation, data science, and engineering to industrialize drug discovery. The company operates a large-scale drug discovery platform built around Recursion OS, an infrastructure layer and a Map of proprietary biological and chemical data, supported by software tools and machine learning to explore biology beyond human bias and identify new therapeutic opportunities. Its platform includes ReChem for selecting and designing compounds, ReScreen and ReScreenRun for planning and automating large-scale experiments, and ReRun, ReAnalyze, and RePredict for digital signatures, data analysis, and predictive modeling of drug relationships. Founded in 2013, the company is based in Salt Lake City, Utah.

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.