Liquid 2 Ventures

Better, faster data and data infrastructure.

David AI is a technology company that specializes in transforming audio data into valuable insights. It develops advanced audio analytics and proprietary datasets to power the next generation of artificial intelligence. The company's core product is an AI-driven, end-to-end data platform designed to assist model developers and enterprises working with complex multimodal data. This platform generates, qualifies, and labels high-quality, non-public multimodal datasets, manages data quality requirements, and automates metadata creation. By doing so, David AI helps clients enhance their AI models, identify new revenue streams, and ensure data integrity by detecting and removing irrelevant, duplicated, or tampered data.

Attention is an AI-powered sales intelligence platform that enhances the efficiency of sales teams by automating various tasks associated with sales conversations. The platform transforms calls into actionable insights, enabling the generation of follow-up emails, real-time coaching, and automatic updates to customer relationship management systems. By providing revenue leaders with immediate visibility into sales activities, Attention allows for the swift creation of enablement content and reports, significantly reducing the time required for these processes. The platform's capabilities help sales teams shorten sales cycles, improve accuracy, increase representative productivity, and minimize customer churn, thereby facilitating faster deal closures and revenue growth.

David AI is a technology company that specializes in transforming audio data into valuable insights. It develops advanced audio analytics and proprietary datasets to power the next generation of artificial intelligence. The company's core product is an AI-driven, end-to-end data platform designed to assist model developers and enterprises working with complex multimodal data. This platform generates, qualifies, and labels high-quality, non-public multimodal datasets, manages data quality requirements, and automates metadata creation. By doing so, David AI helps clients enhance their AI models, identify new revenue streams, and ensure data integrity by detecting and removing irrelevant, duplicated, or tampered data.

Poka Labs specializes in AI-driven production scheduling solutions tailored for chemical manufacturing companies. Their platform generates optimal production schedules, tracks progress, and adeptly manages unforeseen changes, enhancing operational efficiency and adaptability.

Lotus Health AI specializes in healthcare analytics, empowering providers and organizations with data-driven insights to enhance patient outcomes. Their advanced technology includes predictive modeling, real-time health monitoring, and personalized treatment recommendations, facilitating informed clinical decisions, optimized resource allocation, and tailored care plans.

Overjet, Inc. is a leading developer of artificial intelligence software designed to analyze dental clinical data, enhancing the quality of patient care in dental practices. Founded by experts from MIT and Harvard University in 2018 and based in Allston, Massachusetts, Overjet offers clinical optimization software that assesses practice performance and identifies growth opportunities. Additionally, its utilization software automates the review of claims to pinpoint over- and under-utilization, thereby facilitating appropriate patient care at reduced costs. The company's FDA-cleared technology serves as an objective standard for oral health decisions, enabling dentists to accurately detect pathologies and effectively educate patients. Through its innovative AI solutions, Overjet aims to empower dental providers and payers to improve patient outcomes in the dental industry.

Headlights is an app that sends alerts to turn on headlights when needed, based on local weather and driving conditions.

Better, faster data and data infrastructure.

Ignition is a Go-to-Market platform that launches products through world-class strategic marketing. The company helps execute work like conducting pricing research, monitoring competitive intel, and dynamically recommending planning improvements based on goals, helping create better plans faster. Ignition was founded in 2021 and is based in San Francisco, California.

Gridware specializes in advanced grid monitoring solutions aimed at enhancing the safety and reliability of electrical infrastructure. The company develops a sophisticated sensing system equipped with high-precision sensor arrays and artificial intelligence to continuously analyze the electrical and mechanical behavior of grid assets. This technology detects and predicts faults by monitoring the ambient environment around power poles, allowing utilities to identify potential issues before they escalate into serious problems. By facilitating timely repairs and enabling rapid responses to environmental anomalies, Gridware's solutions help mitigate risks such as wildfires and power outages. Headquartered in the Bay Area of California, Gridware is a privately held company supported by prominent climate-tech investors.

Combine All Models for Faster, Cheaper, and Better Responses Than Any Single Model

Fiber AI specializes in automating prospecting and outbound marketing for enterprises through its AI-driven software. By streamlining the process of finding and researching potential clients, the platform enables businesses to create highly personalized outreach messages that achieve open rates significantly higher than the industry average. Additionally, Fiber AI offers tools for improving customer support efficiency, generating draft responses for incoming support requests. The software learns from user interactions, refining its knowledge base to enhance future communications. This dual focus on marketing and customer support positions Fiber AI as a comprehensive solution for enterprises seeking to improve engagement and operational efficiency.

Attention is an AI-powered sales intelligence platform that enhances the efficiency of sales teams by automating various tasks associated with sales conversations. The platform transforms calls into actionable insights, enabling the generation of follow-up emails, real-time coaching, and automatic updates to customer relationship management systems. By providing revenue leaders with immediate visibility into sales activities, Attention allows for the swift creation of enablement content and reports, significantly reducing the time required for these processes. The platform's capabilities help sales teams shorten sales cycles, improve accuracy, increase representative productivity, and minimize customer churn, thereby facilitating faster deal closures and revenue growth.

DynamoFL empowers enterprises to deploy Gen AI solutions in a safe, private, and compliant manner. Our tools offer a scalable and efficient solution for defense against adversarial AI threats, ensuring the integrity and security of ML models throughout their lifecycle. Our suite of proactive AI model defense solutions can be deployed to both identify and remediate security and robustness risks in Generative AI systems. We enable organizations to deploy state-of-the-art LLMs on substantially cheaper hardware, even including CPU resources.

Attention is an AI-powered sales intelligence platform that enhances the efficiency of sales teams by automating various tasks associated with sales conversations. The platform transforms calls into actionable insights, enabling the generation of follow-up emails, real-time coaching, and automatic updates to customer relationship management systems. By providing revenue leaders with immediate visibility into sales activities, Attention allows for the swift creation of enablement content and reports, significantly reducing the time required for these processes. The platform's capabilities help sales teams shorten sales cycles, improve accuracy, increase representative productivity, and minimize customer churn, thereby facilitating faster deal closures and revenue growth.

DynamoFL empowers enterprises to deploy Gen AI solutions in a safe, private, and compliant manner. Our tools offer a scalable and efficient solution for defense against adversarial AI threats, ensuring the integrity and security of ML models throughout their lifecycle. Our suite of proactive AI model defense solutions can be deployed to both identify and remediate security and robustness risks in Generative AI systems. We enable organizations to deploy state-of-the-art LLMs on substantially cheaper hardware, even including CPU resources.

Plover Parametrics is a developer of an insurance data platform focused on event-driven insurance. The company assists insurance carriers and brokers by leveraging unconventional data to create innovative insurance products. Its software analyzes backtested loss ratios and claims payments, providing transparency that enhances the management of climate change-related insurance. By streamlining the claims administration process, Plover aims to support the insurance ecosystem in generating sustainable income while addressing environmental challenges.

Shaped is a New York-based company established in 2021 that specializes in deep-learning software aimed at enhancing user engagement through personalized recommendations and search capabilities. Utilizing artificial intelligence and machine learning, Shaped's platform enables businesses to integrate customized feeds, notifications, and recommendations into their applications and websites. This technology allows companies to better understand user preferences and behaviors, ultimately driving increased engagement, conversion rates, and revenue. By providing a configurable system that adapts in real time, Shaped helps organizations effectively connect with their audiences and optimize their digital content.

Zephyr AI is a healthcare technology company focused on transforming drug discovery and precision medicine. By leveraging large, complex datasets and proprietary algorithms, Zephyr AI aims to redefine drug development and streamline clinical trials. The company collaborates with leading health systems, health insurance plans, and biotechnology innovators to enhance the quality of care, improve patient outcomes, and reduce costs. Zephyr AI's innovative approach addresses challenges in clinical decision support and aims to combat various diseases, marking a significant shift in the traditional methods of healthcare delivery.

Acho Inc. is a technology company based in Boston, Massachusetts, that offers a modern enterprise resource planning (ERP) platform aimed at operations leaders. The platform enables users to unify various business systems, streamline processes, and manage objectives efficiently. Additionally, Acho provides a digital data warehouse that allows users to find, process, and publish data from multiple sources in one integrated location. With capabilities to build complex data pipelines, the platform empowers organizations to automate workflows and convert diverse data into impactful applications. This service is particularly beneficial for businesses in sectors such as supply chain, finance, and IT, helping them enhance operational efficiency and drive better performance outcomes.

Tingono specializes in machine learning software aimed at helping companies retain and expand their revenue. The company utilizes automated machine learning to analyze various business signals, identifying indicators of customer churn and opportunities for expansion. By transforming these insights into actionable strategies, Tingono enables businesses to engage with customers effectively and at the optimal time, thereby enhancing revenue retention and scaling operational impact. This approach allows companies to proactively address churn risks and capitalize on growth opportunities, ultimately driving improved financial performance.

Developer of autonomous machines intended to upshift the civilization's capabilities. The company transforms existing heavy equipment into fully autonomous machines by retrofitting any earthmoving machine irrespective of age, size, or brand, and preserves the ability to manually operate the equipment, enabling construction companies to grow and upskill to advanced site planning, remote management, analytics, higher value jobs.

SafeBeat Rx specializes in advanced electrocardiogram technology that enhances cardiac monitoring by allowing patients to manage their care remotely. The company's software facilitates remote patient monitoring, continuous telemetry, and event monitoring, thus eliminating the need for prolonged hospital stays. SafeBeat Rx's solutions are particularly beneficial for arrhythmia patients, as they enable safe initiation of medications and ongoing management from home. Powered by automated artificial intelligence, their technology also supports the monitoring of cardiac implantable electronic devices, making cardiac care more accessible and efficient for patients.

Openlayer is an analysis platform that focuses on improving machine learning models by identifying and addressing failure patterns and biases. Its debugging workspace allows users to scrutinize model predictions, efficiently uncovering common failures and challenging edge cases. This functionality simplifies the tracking and versioning of models and datasets, enabling developers to concentrate on creating production-ready models. By enhancing the reliability and effectiveness of machine learning systems, Openlayer aims to facilitate better outcomes in various applications.

Gridware specializes in advanced grid monitoring solutions aimed at enhancing the safety and reliability of electrical infrastructure. The company develops a sophisticated sensing system equipped with high-precision sensor arrays and artificial intelligence to continuously analyze the electrical and mechanical behavior of grid assets. This technology detects and predicts faults by monitoring the ambient environment around power poles, allowing utilities to identify potential issues before they escalate into serious problems. By facilitating timely repairs and enabling rapid responses to environmental anomalies, Gridware's solutions help mitigate risks such as wildfires and power outages. Headquartered in the Bay Area of California, Gridware is a privately held company supported by prominent climate-tech investors.

Kolena is a machine learning testing platform that enables ML teams to rigorously evaluate model behavior. The platform helps identify and track failure modes, allowing engineering, sales, and customers to gain a clearer understanding of model performance and pinpoint potential gaps. By providing a robust testing infrastructure, Kolena facilitates the quality assurance of machine learning software models and their updates, thereby streamlining and enhancing machine learning and analytics projects for its clients.

Harmonize is a technology company that provides a remote care platform aimed at enhancing the management of high-risk patients, particularly those who may be unfamiliar with digital tools and have multiple health conditions. Founded in 2019 and based in San Mateo, California, Harmonize focuses on streamlining technology implementation and clinical triage processes. Its platform integrates both advanced technology and personalized support to facilitate effective patient engagement and care. By guiding healthcare staff through triage and intervention routing, Harmonize significantly reduces overhead costs and improves operational efficiency. The platform's capabilities include enhancing patient adherence rates, reducing the workload associated with information triage, and lowering overall healthcare utilization costs, ultimately leading to better patient outcomes.

Gridware specializes in advanced grid monitoring solutions aimed at enhancing the safety and reliability of electrical infrastructure. The company develops a sophisticated sensing system equipped with high-precision sensor arrays and artificial intelligence to continuously analyze the electrical and mechanical behavior of grid assets. This technology detects and predicts faults by monitoring the ambient environment around power poles, allowing utilities to identify potential issues before they escalate into serious problems. By facilitating timely repairs and enabling rapid responses to environmental anomalies, Gridware's solutions help mitigate risks such as wildfires and power outages. Headquartered in the Bay Area of California, Gridware is a privately held company supported by prominent climate-tech investors.

Groundlight is a technology company that simplifies the implementation of computer vision and machine learning for developers. By providing straightforward English language instructions and a minimal amount of code, Groundlight enables users to programmatically interpret photos. The company's innovative escalation technology enhances the accuracy of results by forwarding low-confidence outcomes to more advanced machine learning systems and human experts. This approach eliminates the need for extensive data gathering and training, allowing users to quickly develop functional models within minutes. Groundlight's solutions aim to improve the way machines understand and interact with the visual world.

Tractian specializes in providing asset management and monitoring solutions designed to enhance the efficiency and reliability of industrial operations. The company offers tools for data collection and analysis that enable businesses to track the performance and condition of their assets effectively. Tractian's system integrates with various sensors and devices, facilitating predictive maintenance by offering real-time monitoring capabilities. This makes it easier for maintenance teams and decision-makers in sectors such as manufacturing, logistics, and energy to gain comprehensive oversight of their operations.

Encord offers a unified data development platform specifically designed for vision and multimodal artificial intelligence applications. The company provides tools and infrastructure that enable clients to accelerate the deployment of their AI models through a data-centric approach to model testing and evaluation. Encord's platform includes human-centric workflow and annotation tools for labeling and reinforcement learning from human feedback, alongside data curation and management software. Additionally, its active learning capabilities automate the manual annotation process for computer vision, allowing data scientists and researchers to collaboratively annotate data, manage active learning pipelines, and address dataset errors and model biases efficiently. This comprehensive suite of features aims to streamline the data preparation process, significantly reducing the time spent on manual labeling tasks.

Mage is a developer of an open-source coding tool that empowers businesses to leverage artificial intelligence for predictive analytics. The platform enables users to create and deploy machine-learning models efficiently, allowing for applications in areas such as churn prevention, product recommendations, and customer lifetime value assessment. By facilitating the import and transformation of data from various sources, Mage's technology simplifies the process of building, training, and integrating data into applications. The company's mission is to make AI technology accessible, enabling businesses to enhance customer experiences through innovative solutions.

Semantic Health is a Toronto-based healthcare technology company that utilizes proprietary artificial intelligence to enhance medical coding, auditing, and clinical documentation improvement processes for hospitals. The company's online medical data platform automates the extraction of medical codes and insights from patient charts, creating a real-time, actionable data layer. This disruptive data engine enables hospitals to analyze medical data more effectively, ultimately improving patient care, operational efficiencies, and the delivery of value-based care.

Clarium is a company focused on enhancing healthcare operations through its artificial intelligence-based platform. This platform is designed to automate various business processes within healthcare settings by collecting and analyzing data from existing systems. It filters out noise, errors, and outliers to predict demand accurately, allowing healthcare providers to manage staffing and supplies more effectively. By enabling hospitals and healthcare centers to avoid shortages and stockouts, Clarium helps to reduce supplier lead times and identify alternative products, ultimately improving operational efficiency and patient care.

Shelf Engine is a Seattle-based company that offers an automated prediction platform aimed at reducing food waste in the grocery industry. Launched in 2015, the company utilizes machine learning and historical data to forecast demand for perishable goods, enabling grocery stores to optimize their orders and minimize out-of-stock situations. By managing the entire ordering process, including vendor management and shelf optimization, Shelf Engine helps retailers save costs and mitigate risks associated with unsold inventory by buying back remaining items. With over 145 employees, Shelf Engine serves leading grocers across thousands of locations nationwide, significantly increasing their profit margins while addressing the challenges of food waste.

Edge Impulse is a software platform that facilitates the development of machine learning models optimized for edge devices, where data is collected either with or without connectivity. The platform streamlines the entire process of building, deploying, and scaling embedded machine learning applications, enabling developers to create intelligent devices. It supports the collection of real sensor data and incorporates live signal processing, allowing for the transformation of raw data into neural networks. Additionally, Edge Impulse offers capabilities for model testing and deployment to a variety of target devices, from microcontrollers to CPUs and GPUs, making it easier and faster for developers to manage machine learning applications for the edge.

Daydream is the AI-powered command center for data-savvy founders, execs, and operations. It was founded in 2020 and is located in San Francisco, California.

Overjet, Inc. is a leading developer of artificial intelligence software designed to analyze dental clinical data, enhancing the quality of patient care in dental practices. Founded by experts from MIT and Harvard University in 2018 and based in Allston, Massachusetts, Overjet offers clinical optimization software that assesses practice performance and identifies growth opportunities. Additionally, its utilization software automates the review of claims to pinpoint over- and under-utilization, thereby facilitating appropriate patient care at reduced costs. The company's FDA-cleared technology serves as an objective standard for oral health decisions, enabling dentists to accurately detect pathologies and effectively educate patients. Through its innovative AI solutions, Overjet aims to empower dental providers and payers to improve patient outcomes in the dental industry.

Rewind provides a structured clinical program focused on weight loss and the management of chronic diseases, particularly type 2 diabetes. The program utilizes technology and behavioral techniques to create a comprehensive experience that includes expert coaching and clinical monitoring. By adopting a unique market-driven approach, Rewind aims to engage individuals through the influence of sports and community support. This intervention is designed to empower participants to achieve sustainable weight loss and improve their health outcomes, with evidence supporting its effectiveness in reversing type 2 diabetes.

BeyondTrucks is a technology company focused on enhancing the operations of large private and specialty fleets through its innovative freight service platform. The platform facilitates process automation and optimization by integrating smart data, machine learning, and financial services, allowing businesses to replace outdated software and manual methods. This transition enables fleets to operate more efficiently and make informed decisions. BeyondTrucks aims to transform the logistics industry, which has been slow to adopt new technologies, by providing a comprehensive solution that connects various operational elements, thereby making transportation more driver-centric and manageable.

Edge Impulse is a software platform that facilitates the development of machine learning models optimized for edge devices, where data is collected either with or without connectivity. The platform streamlines the entire process of building, deploying, and scaling embedded machine learning applications, enabling developers to create intelligent devices. It supports the collection of real sensor data and incorporates live signal processing, allowing for the transformation of raw data into neural networks. Additionally, Edge Impulse offers capabilities for model testing and deployment to a variety of target devices, from microcontrollers to CPUs and GPUs, making it easier and faster for developers to manage machine learning applications for the edge.

Scoot Science is a company that specializes in ocean data analysis software aimed at reducing marine risk through advanced ocean observing and forecasting. By utilizing autonomous underwater vehicles, Scoot Science gathers data on local ocean conditions and generates forecasts that address existing data gaps. Their software integrates traditional numerical ocean models with predictive artificial intelligence, allowing marine stakeholders to make informed decisions regarding logistics and operations. Additionally, the company offers consulting services to fish farmers, helping them protect their assets, enhance sustainability, and improve profitability through innovative assessment solutions.

Hex is a software company that provides collaborative data science and analytics. They provide individuals to learn and organizations to know things so they can make better decisions. Hex brings together SQL, Python, R, and no-code in powerful notebooks and allows users to publish projects as interactive data apps that anyone can use with one click.

Karat Financial is a fintech company that specializes in providing credit card services tailored to the unique needs of creators and influencers. It offers the Karat Black Card, which uses an algorithm considering financial and social statistics to set credit limits and offer customized rewards. By understanding the often unpredictable income and diverse revenue streams of creators, Karat aims to provide them with accessible capital and financial tools that traditional banks may not offer.

Overjet, Inc. is a leading developer of artificial intelligence software designed to analyze dental clinical data, enhancing the quality of patient care in dental practices. Founded by experts from MIT and Harvard University in 2018 and based in Allston, Massachusetts, Overjet offers clinical optimization software that assesses practice performance and identifies growth opportunities. Additionally, its utilization software automates the review of claims to pinpoint over- and under-utilization, thereby facilitating appropriate patient care at reduced costs. The company's FDA-cleared technology serves as an objective standard for oral health decisions, enabling dentists to accurately detect pathologies and effectively educate patients. Through its innovative AI solutions, Overjet aims to empower dental providers and payers to improve patient outcomes in the dental industry.

Golden is a developer of a self-constructing knowledge platform designed to aggregate information from various public and private sources, creating a comprehensive repository. The platform offers structured representations of entities and topics, facilitating easy access to detailed information through a powerful search capability. By utilizing natural language processing, it interprets user queries, enabling researchers and academics to find relevant information efficiently. Additionally, Golden enhances collaboration and operational efficiency by providing semi-automatic research assistance that identifies knowledge gaps, allowing users to stay informed about the latest trends in their respective industries. Through the integration of human effort and machine intelligence, Golden simplifies the process of gathering and communicating knowledge.

Opstrace, Inc. is a company that develops and operates a managed observability platform designed to enhance the efficiency of cloud-native and open-source software. Founded in 2019 and based in San Francisco, the platform allows users to ingest logs, metrics, and traces, transforming this data into actionable insights through user-friendly dashboards, alerts, and queries. The solution is characterized by its secure, multi-tenant APIs and authenticated endpoints, ensuring that data remains within the user's network. Opstrace positions itself as a cost-effective alternative to popular metered services, offering a scalable and well-tested system that seamlessly integrates with existing infrastructures.

Well Principled Corp. is an artificial intelligence management consulting firm based in St. Louis, Missouri, founded in 2018. The company focuses on assisting chief marketing officers and chief supply chain officers by predicting customer buying behavior and optimizing marketing and supply chain processes for retail and consumer packaged goods brands. Its AI-driven software leverages data to deliver actionable insights grounded in academic business theories. By analyzing key factors such as customer retention, pricing, and product development, Well Principled provides businesses with strategic plans that enhance operational efficiency without the need for extensive analyst teams or traditional management consultants. This innovative approach enables brands to improve their growth and streamline operations in various areas, including retail assortments and advertising expenditures.

Unit21 Inc. is a San Francisco-based company that specializes in providing no-code solutions for risk and compliance operations. Founded in 2018, Unit21 offers a platform that includes an application programming interface and a dashboard designed to detect and manage money laundering, fraud, and various other risks across multiple industries. The platform encompasses features such as case management, transaction monitoring, identity verification, operations management, and analytics and reporting. By utilizing state-of-the-art security practices, Unit21 aims to protect businesses against adversaries and enhance their operational efficiency in combating financial scams.

Rivet Labs is an automation software that develops recurring revenue and cash forecasting applications.

Siren Care, Inc. is a health technology company based in San Francisco, California, founded in 2015. It specializes in wearable devices designed for diabetic health tracking, particularly through its flagship product, the Siren diabetic socks. These smart socks continuously monitor foot temperature, providing crucial data that can help detect early signs of diabetic ulcers, thereby reducing the risk of amputations. The temperature data is transmitted via an application, allowing healthcare providers to monitor patients effectively and intervene early if necessary. Siren Care aims to enhance healthcare for individuals with chronic diseases by collaborating with both providers and payers to improve patient outcomes in diabetic foot care.

RankScience is a continuous-optimization platform focused on enhancing website search engine optimization (SEO) through automated A/B testing and data science. The platform automates the execution of numerous A/B tests, allowing for the identification of effective changes that can enhance the search rankings of clients' web pages in organic search results. By streamlining the optimization process, RankScience enables businesses to improve the delivery and visibility of their web content, ultimately driving better performance in search engine results.

Shelf Engine is a Seattle-based company that offers an automated prediction platform aimed at reducing food waste in the grocery industry. Launched in 2015, the company utilizes machine learning and historical data to forecast demand for perishable goods, enabling grocery stores to optimize their orders and minimize out-of-stock situations. By managing the entire ordering process, including vendor management and shelf optimization, Shelf Engine helps retailers save costs and mitigate risks associated with unsold inventory by buying back remaining items. With over 145 employees, Shelf Engine serves leading grocers across thousands of locations nationwide, significantly increasing their profit margins while addressing the challenges of food waste.

Prime Discoveries LLC specializes in microbiome testing, discovery, and research services, focusing on the development of rapid diagnostics for emerging pathogen infections. Founded in 2017 and based in New York, the company utilizes a technology platform that combines automation, machine learning, and computational biology. This innovative approach allows for the creation of cost-effective and massively scalable assays that deliver results in under one hour, requiring minimal lab infrastructure and technical expertise. Prime Discoveries' products are designed to address a range of health concerns, including Covid, flu, sexually transmitted infections, and drug-resistant microbes. The company's assays, developed in the United States, aim to enhance understanding of the complex interactions between microbes and health, serving both the healthcare and agricultural sectors.

Observe.AI specializes in enhancing contact center performance through advanced conversation intelligence powered by artificial intelligence. The company’s innovative engine analyzes customer interactions across various channels, including voice, email, and chat, to deliver actionable insights. By providing a comprehensive understanding of customer touchpoints, Observe.AI helps businesses improve sales conversion rates and customer retention. The platform offers real-time insights and coaching, enabling frontline teams to maximize their performance and streamline workflows. Leading organizations, such as Bill.com, Public Storage, and Accolade, collaborate with Observe.AI to drive significant improvements in their operations and outcomes.

Biobot Analytics, Inc. is a wastewater epidemiology company founded in 2017 and based in Cambridge, Massachusetts. The company has developed technology that transforms wastewater infrastructure into public health observatories by analyzing urine and stool samples. This technology provides health data that is independent of hospital reporting systems and is adaptable to emerging public health threats. Biobot Analytics offers a proprietary tool that measures health risks such as infectious disease outbreaks, antibiotic resistance, and drug consumption patterns, including its Opioid Consumption Monitoring Program, which estimates drug use in urban areas through sewage analysis. By generating anonymized public health data, Biobot delivers actionable insights to government officials, enabling them to prioritize interventions and address public health challenges effectively.

Etleap Inc., founded in 2012 and headquartered in San Francisco, California, offers an innovative ETL solution designed to streamline the creation of data pipelines. The company's software allows data analytics teams to efficiently collect, combine, and manage data from various sources without the need for extensive coding or engineering expertise. By automating much of the ETL setup and maintenance, Etleap simplifies these processes into manageable tasks that can be completed in about ten minutes, empowering analysts to take ownership of their data projects. This approach not only reduces the time required to integrate data but also enhances the overall productivity of analytics teams, ultimately increasing the business value derived from big data.

Siren Care, Inc. is a health technology company based in San Francisco, California, founded in 2015. It specializes in wearable devices designed for diabetic health tracking, particularly through its flagship product, the Siren diabetic socks. These smart socks continuously monitor foot temperature, providing crucial data that can help detect early signs of diabetic ulcers, thereby reducing the risk of amputations. The temperature data is transmitted via an application, allowing healthcare providers to monitor patients effectively and intervene early if necessary. Siren Care aims to enhance healthcare for individuals with chronic diseases by collaborating with both providers and payers to improve patient outcomes in diabetic foot care.

Biobot Analytics, Inc. is a wastewater epidemiology company founded in 2017 and based in Cambridge, Massachusetts. The company has developed technology that transforms wastewater infrastructure into public health observatories by analyzing urine and stool samples. This technology provides health data that is independent of hospital reporting systems and is adaptable to emerging public health threats. Biobot Analytics offers a proprietary tool that measures health risks such as infectious disease outbreaks, antibiotic resistance, and drug consumption patterns, including its Opioid Consumption Monitoring Program, which estimates drug use in urban areas through sewage analysis. By generating anonymized public health data, Biobot delivers actionable insights to government officials, enabling them to prioritize interventions and address public health challenges effectively.

Medumo, Inc. is a healthcare technology company based in Boston, Massachusetts, founded in 2013. It offers a care management platform that automates the delivery of timely instructions to patients through SMS and email. Medumo's product, CareTours, provides healthcare organizations with the ability to send automated, turn-by-turn guidance to patients, enhancing engagement while reducing the burden on healthcare staff. By integrating mobile communication and artificial intelligence, Medumo enables providers to deliver the right information at the right time, ultimately improving patient outcomes and fostering a more knowledgeable healthcare environment. In 2019, Medumo became a subsidiary of Koninklijke Philips N.V., further expanding its reach in the healthcare sector.

Bloomlife is a women's health company focused on addressing critical challenges in maternal health through an innovative remote care platform. By integrating connected devices with cloud-based data analytics, Bloomlife enhances access to care and empowers expectant mothers while providing clinicians with essential information to better screen and manage pregnancy complications. The company's prenatal wearable technology is designed to assess fetal health, enabling the identification of potential complications that could lead to serious outcomes such as brain damage or stillbirth. This approach marks a significant departure from traditional methods of managing high-risk pregnancies, which often involve frequent in-person appointments and lengthy referral processes. Bloomlife aims to be a leader in remote maternal care, facilitating timely interventions and support for women, regardless of geographic barriers.

Athelas, Inc. is a healthcare company based in Mountain View, California, that specializes in developing and manufacturing in-home blood analysis devices aimed at diagnosing infections, inflammations, and malignancies. Founded in 2002, Athelas has created a portable optical unit that analyzes blood samples from a single drop, providing diagnostic reports to monitor the immune system. The company's FDA-cleared device is designed to help chronically ill patients manage their health at home, offering additional monitoring for blood pressure, weight, glucose levels, and medication adherence. This technology enables patients to monitor their immunity and assists healthcare providers in the early detection of conditions such as leukemia and other inflammatory diseases. Athelas operates as a subsidiary of MerLion Pharmaceuticals Pte. Ltd.

BloomAPI Inc. is a Seattle-based company founded in 2015 that specializes in developing software for processing medical records. The firm offers free software installations for medical practices, enabling them to securely and electronically release patient records. BloomAPI aims to democratize access to healthcare data by promoting interoperability among electronic medical records (EMRs). The company focuses on facilitating connections between patients, healthcare providers, and payers, striving to eliminate data monopolies that limit the sharing of information for competitive purposes. Through its initiatives, BloomAPI seeks to simplify healthcare technology and enhance the overall accessibility of medical data.

Etleap Inc., founded in 2012 and headquartered in San Francisco, California, offers an innovative ETL solution designed to streamline the creation of data pipelines. The company's software allows data analytics teams to efficiently collect, combine, and manage data from various sources without the need for extensive coding or engineering expertise. By automating much of the ETL setup and maintenance, Etleap simplifies these processes into manageable tasks that can be completed in about ten minutes, empowering analysts to take ownership of their data projects. This approach not only reduces the time required to integrate data but also enhances the overall productivity of analytics teams, ultimately increasing the business value derived from big data.

Jerry offers an innovative app designed to enhance the management of car ownership for drivers in the U.S. With a user-friendly platform, it simplifies the often complex processes of comparing and purchasing car insurance, refinancing car loans, and accessing information on maintenance and repair costs. The app serves over 5 million customers, helping them secure favorable insurance rates and providing tools to track driving behavior for safety. Jerry's focus on transparency and convenience aims to ease the burdens associated with vehicle ownership, making it a valuable resource for drivers looking to optimize their automotive expenses and maintain their vehicles more effectively.

Jerry offers an innovative app designed to enhance the management of car ownership for drivers in the U.S. With a user-friendly platform, it simplifies the often complex processes of comparing and purchasing car insurance, refinancing car loans, and accessing information on maintenance and repair costs. The app serves over 5 million customers, helping them secure favorable insurance rates and providing tools to track driving behavior for safety. Jerry's focus on transparency and convenience aims to ease the burdens associated with vehicle ownership, making it a valuable resource for drivers looking to optimize their automotive expenses and maintain their vehicles more effectively.

RankScience is a continuous-optimization platform focused on enhancing website search engine optimization (SEO) through automated A/B testing and data science. The platform automates the execution of numerous A/B tests, allowing for the identification of effective changes that can enhance the search rankings of clients' web pages in organic search results. By streamlining the optimization process, RankScience enables businesses to improve the delivery and visibility of their web content, ultimately driving better performance in search engine results.

Shelf Engine is a Seattle-based company that offers an automated prediction platform aimed at reducing food waste in the grocery industry. Launched in 2015, the company utilizes machine learning and historical data to forecast demand for perishable goods, enabling grocery stores to optimize their orders and minimize out-of-stock situations. By managing the entire ordering process, including vendor management and shelf optimization, Shelf Engine helps retailers save costs and mitigate risks associated with unsold inventory by buying back remaining items. With over 145 employees, Shelf Engine serves leading grocers across thousands of locations nationwide, significantly increasing their profit margins while addressing the challenges of food waste.

Athelas, Inc. is a healthcare company based in Mountain View, California, that specializes in developing and manufacturing in-home blood analysis devices aimed at diagnosing infections, inflammations, and malignancies. Founded in 2002, Athelas has created a portable optical unit that analyzes blood samples from a single drop, providing diagnostic reports to monitor the immune system. The company's FDA-cleared device is designed to help chronically ill patients manage their health at home, offering additional monitoring for blood pressure, weight, glucose levels, and medication adherence. This technology enables patients to monitor their immunity and assists healthcare providers in the early detection of conditions such as leukemia and other inflammatory diseases. Athelas operates as a subsidiary of MerLion Pharmaceuticals Pte. Ltd.

Catalia Health Inc. is a San Francisco-based company that develops a cloud-based patient care management platform aimed at enhancing healthcare delivery. Established in 2014, the company integrates artificial intelligence, psychology, and medicine to improve patient engagement and support. Its platform provides healthcare providers with real-time data on patient progress and challenges, facilitating effective communication through mobile apps, web interfaces, and an interactive robotic coach. By delivering tailored conversations to patients, Catalia Health aims to address ongoing healthcare issues, ultimately enabling healthcare professionals to monitor adherence to treatment and improve overall patient outcomes.

BloomAPI Inc. is a Seattle-based company founded in 2015 that specializes in developing software for processing medical records. The firm offers free software installations for medical practices, enabling them to securely and electronically release patient records. BloomAPI aims to democratize access to healthcare data by promoting interoperability among electronic medical records (EMRs). The company focuses on facilitating connections between patients, healthcare providers, and payers, striving to eliminate data monopolies that limit the sharing of information for competitive purposes. Through its initiatives, BloomAPI seeks to simplify healthcare technology and enhance the overall accessibility of medical data.

Skymind Inc., established in 2014 and headquartered in San Francisco, specializes in enterprise software and business intelligence. The company develops solutions that employ machine learning techniques, such as text, image, and sound analysis, to identify and quantify patterns that can impact businesses. Skymind is renowned for creating Deeplearning4j, an open-source deep-learning framework for the Java Virtual Machine (JVM). Additionally, Skymind offers ND4J, a scientific computing library designed for production environments with fast routines and minimal RAM requirements.

Validere Technologies Inc. is a Toronto-based company that specializes in providing critical information about liquids through innovative measurement, reporting, and verification solutions. Founded in 2015, Validere develops portable devices, including the Validere Identifier, which assesses the hazardous nature of liquids by referencing a comprehensive library. Additionally, the company offers EDGE Connect, a platform that facilitates secure connections between buyers and sellers, enabling the discovery of arbitrage opportunities. Validere's main focus is on liquid fingerprinting, industrial process monitoring, and optimizing logistics within the energy sector. By delivering accessible and verifiable testing data, Validere aids organizations in making informed business decisions and enhances the accuracy of crude oil testing, ensuring accountability and quality across operations. The company's expertise in emissions management and tracking further positions it as a valuable partner for energy companies seeking to improve their financial and environmental performance.

Shelf Engine is a Seattle-based company that offers an automated prediction platform aimed at reducing food waste in the grocery industry. Launched in 2015, the company utilizes machine learning and historical data to forecast demand for perishable goods, enabling grocery stores to optimize their orders and minimize out-of-stock situations. By managing the entire ordering process, including vendor management and shelf optimization, Shelf Engine helps retailers save costs and mitigate risks associated with unsold inventory by buying back remaining items. With over 145 employees, Shelf Engine serves leading grocers across thousands of locations nationwide, significantly increasing their profit margins while addressing the challenges of food waste.

Bloomlife is a women's health company focused on addressing critical challenges in maternal health through an innovative remote care platform. By integrating connected devices with cloud-based data analytics, Bloomlife enhances access to care and empowers expectant mothers while providing clinicians with essential information to better screen and manage pregnancy complications. The company's prenatal wearable technology is designed to assess fetal health, enabling the identification of potential complications that could lead to serious outcomes such as brain damage or stillbirth. This approach marks a significant departure from traditional methods of managing high-risk pregnancies, which often involve frequent in-person appointments and lengthy referral processes. Bloomlife aims to be a leader in remote maternal care, facilitating timely interventions and support for women, regardless of geographic barriers.

CareSkore Inc. is a healthcare technology company based in Union City, California, founded in 2014. It specializes in population health management solutions aimed at helping healthcare organizations effectively manage patient populations. The company's web and mobile platform utilizes multivariate predictive analysis and machine learning to aggregate and normalize data, allowing healthcare providers to measure and manage clinical and financial risks efficiently. CareSkore's services include patient management, cost optimization, workflow management, and automated patient outreach, all designed to facilitate timely interventions and enhance the overall continuum of care. By offering robust reporting capabilities and user-friendly features, CareSkore assists hospitals, health systems, accountable care organizations, and managed care organizations in reducing costs and optimizing revenues.

Athelas, Inc. is a healthcare company based in Mountain View, California, that specializes in developing and manufacturing in-home blood analysis devices aimed at diagnosing infections, inflammations, and malignancies. Founded in 2002, Athelas has created a portable optical unit that analyzes blood samples from a single drop, providing diagnostic reports to monitor the immune system. The company's FDA-cleared device is designed to help chronically ill patients manage their health at home, offering additional monitoring for blood pressure, weight, glucose levels, and medication adherence. This technology enables patients to monitor their immunity and assists healthcare providers in the early detection of conditions such as leukemia and other inflammatory diseases. Athelas operates as a subsidiary of MerLion Pharmaceuticals Pte. Ltd.

Geometric Intelligence Inc. is an artificial intelligence research lab based in New York, founded in 2014 by a group of prominent scientists and machine learning experts. The company focuses on developing innovative machine-learning techniques that optimize learning efficiency by utilizing less data. In addition to its research initiatives, Geometric Intelligence offers training for AI systems and designs machine-learning systems. As of December 2016, it operates as a subsidiary of Uber Technologies, Inc. Through its pioneering work and patent-pending methodologies, Geometric Intelligence aims to push the boundaries of machine learning and enhance the capabilities of AI technologies.

Amperity is a company dedicated to helping businesses leverage data to enhance customer service. It specializes in creating a comprehensive Customer 360 view by using artificial intelligence to integrate and standardize raw data from various sources such as e-commerce, email, and loyalty programs. This platform enables companies to connect with, identify, and understand their customers more effectively, thereby improving marketing performance and driving growth. By providing technical teams with streamlined data management and business teams with direct access to comprehensive customer data, Amperity aims to build long-term customer loyalty and deliver exceptional customer experiences for some of the world's most recognized brands.

Voltaiq has developed an Enterprise Battery Intelligence™ (EBI) software platform that assists customers in optimizing battery performance, reliability, and financing while minimizing risks associated with recalls and battery failures. This platform is distinguished as the only fully automated solution specifically designed to manage extensive battery data throughout the entire product lifecycle. It offers insights into real-time battery functionality and forecasts future performance. Founded in 2012 by two PhDs from UC Berkeley, Voltaiq serves a diverse global clientele, including major players in transportation, consumer electronics, energy storage, and the broader battery supply chain. The platform enhances safety for new products and supports innovation in how batteries are utilized across various applications, ultimately contributing to improved performance and reliability in the electrified world.