Hippocratic AI
Series B in 2025
Hippocratic AI is a developer of safety-focused large language models designed for non-diagnostic, patient-facing applications within the healthcare sector. The company emphasizes the importance of evidence-based healthcare content, distinguishing itself from typical models that rely on a broader range of internet data, which may include inaccuracies. By prioritizing the acquisition of reliable healthcare information, Hippocratic AI aims to enhance healthcare accessibility and improve health outcomes. Its platform facilitates the delivery of healthcare services, allowing patients to receive care at home and manage their health more effectively and conveniently.
Levels develops a health and wellness platform that monitors metabolic fitness by tracking blood glucose in real time, enabling users to optimize their diet and exercise. The company offers a wellness wearable device paired with a platform that provides real-time feedback on how the body responds to dietary and lifestyle choices, helping users tailor their routines to personal goals. Founded in 2019, Levels operates as a remote-first company focused on helping individuals understand their metabolism to improve health outcomes.
Q Bio
Venture Round in 2024
Q Bio, Inc., established in 2015, develops a comprehensive health assessment platform that combines advanced non-invasive imaging, genetic testing, vital signs, and medical history to provide a snapshot of an individual's health. The company's flagship product, Q BioVault, aggregates and summarizes an individual's entire medical history, identifying and tracking significant health changes. Q Bio's interdisciplinary team, based in San Carlos, California, comprises experts in applied math, computational physics, electrical engineering, genetics, and radiology. Backed by prominent venture capital firms, the company aims to empower healthcare professionals with proactive, data-driven insights to improve patient outcomes.
Pomelo Care
Series B in 2024
Pomelo Care is a leader in evidence-based maternity care, offering comprehensive support for women throughout preconception, pregnancy, birth, postpartum, and the first year of their infants' lives. The company's innovative care model combines virtual, round-the-clock clinical support with in-person doula services, effectively addressing medical, behavioral, and social factors that enhance maternal and infant health. By leveraging data science and machine learning, Pomelo Care identifies and manages health risks, leading to improved outcomes and reduced costs. Its online platform delivers personalized care plans and resources that cater to the unique needs of pregnant individuals and newborns, ultimately promoting better health for mothers and their children. Pomelo Care collaborates with employers and various health plans, including commercial and Medicaid providers, to expand access to its high-quality maternity and neonatal care services.
Hippocratic AI
Series A in 2024
Hippocratic AI is a developer of safety-focused large language models designed for non-diagnostic, patient-facing applications within the healthcare sector. The company emphasizes the importance of evidence-based healthcare content, distinguishing itself from typical models that rely on a broader range of internet data, which may include inaccuracies. By prioritizing the acquisition of reliable healthcare information, Hippocratic AI aims to enhance healthcare accessibility and improve health outcomes. Its platform facilitates the delivery of healthcare services, allowing patients to receive care at home and manage their health more effectively and conveniently.
Ambience Healthcare
Series B in 2024
Ambience Healthcare is a developer of an advanced artificial intelligence-powered medical scribe that aims to enhance clinician efficiency and alleviate burnout. Its Ambience AI operating system features a suite of synergistic applications designed to capture the nuances of clinician-patient conversations in real-time, generating comprehensive notes that integrate seamlessly into electronic medical record workflows. The system employs state-of-the-art speech recognition and custom-built AI to produce documentation in seconds while accommodating individual clinician preferences to reflect their unique style and voice. By utilizing Ambience's technology, healthcare systems can significantly reduce documentation time by an average of 78%, improve coding integrity, and achieve substantial returns on investment, ultimately enabling clinicians to close all their charts by the end of their shifts and achieve a better work-life balance.
Inductive Bio
Seed Round in 2023
Inductive Bio develops a machine learning platform that accelerates compound optimization for pharmaceutical research. It focuses on building datasets and ML models to predict absorption, distribution, metabolism, excretion, and toxicity (ADMET) properties of small molecules, enabling scientists to optimize initial compounds into leads and development candidates more efficiently.
Fortuna Health
Seed Round in 2023
Fortuna Health specializes in simplifying Medicaid access for consumers. Its core business is a user-friendly platform that guides individuals through the complexities of eligibility, enrollment, and renewal processes, ensuring they maintain continuous coverage and receive timely notifications for recertification and renewal. This streamlined approach helps reduce care gaps and ensures clients are enrolled in the most suitable medical plan programs.
MedScout
Seed Round in 2023
MedScout is a revenue acceleration platform tailored for medical device and diagnostic companies. It offers a sales enablement software that integrates medical claims intelligence from both public and private payors, providing a user-friendly interface specifically designed for sales professionals and leaders. The platform delivers immediate insights into the addressable market within existing territories and facilitates understanding of market dynamics. By supplying comprehensive information on patient demographics, procedure volumes, referral patterns, and payment data, MedScout empowers its clients to optimize their sales strategies and enhance operational productivity, ultimately driving growth in the life sciences sector.
Pomelo Care
Series A in 2023
Pomelo Care is a leader in evidence-based maternity care, offering comprehensive support for women throughout preconception, pregnancy, birth, postpartum, and the first year of their infants' lives. The company's innovative care model combines virtual, round-the-clock clinical support with in-person doula services, effectively addressing medical, behavioral, and social factors that enhance maternal and infant health. By leveraging data science and machine learning, Pomelo Care identifies and manages health risks, leading to improved outcomes and reduced costs. Its online platform delivers personalized care plans and resources that cater to the unique needs of pregnant individuals and newborns, ultimately promoting better health for mothers and their children. Pomelo Care collaborates with employers and various health plans, including commercial and Medicaid providers, to expand access to its high-quality maternity and neonatal care services.
Hippocratic AI
Seed Round in 2023
Hippocratic AI is a developer of safety-focused large language models designed for non-diagnostic, patient-facing applications within the healthcare sector. The company emphasizes the importance of evidence-based healthcare content, distinguishing itself from typical models that rely on a broader range of internet data, which may include inaccuracies. By prioritizing the acquisition of reliable healthcare information, Hippocratic AI aims to enhance healthcare accessibility and improve health outcomes. Its platform facilitates the delivery of healthcare services, allowing patients to receive care at home and manage their health more effectively and conveniently.
Memora Health
Venture Round in 2023
Memora Health is a San Francisco-based healthcare technology company that develops an intelligent care enablement platform to automate outpatient communication and digital workflows. The platform helps clinicians focus on top-of-license practice by digitizing and triaging patient-reported concerns and data, enabling proactive two-way communication and support for patients along complex care journeys, and it partners with health systems, health plans, and digital health companies to transform care delivery for care teams and patients.
Zus Health
Series A in 2023
Zus Health is a healthcare technology company founded in 2020 by Jonathan Bush, based in Watertown, Massachusetts. It specializes in developing a healthcare data platform that accelerates the creation of digital health solutions. The platform uniquely integrates health and non-health information, allowing healthcare professionals to gain a comprehensive understanding of patients while sharing clinical and non-clinical data without requiring the same applications. By removing traditional barriers, Zus Health empowers a new generation of healthcare builders to design technologies and services that are more affordable and customizable, aiming to enhance the overall healthcare experience.
Marker Learning is a company focused on providing comprehensive evaluations and support services for learning disabilities. Through its telepsychology platform, Marker Learning offers accessible diagnostic assessments and personalized action plans tailored for both schools and families. The company employs licensed psychologists who have undergone specialized training to work with individuals of all ages, including children and adults up to 50 years old. Marker Learning’s platform features various services, including individualized learning plans, tutoring, and coaching, all aimed at helping students with learning disabilities achieve their full potential.
Levels develops a health and wellness platform that monitors metabolic fitness by tracking blood glucose in real time, enabling users to optimize their diet and exercise. The company offers a wellness wearable device paired with a platform that provides real-time feedback on how the body responds to dietary and lifestyle choices, helping users tailor their routines to personal goals. Founded in 2019, Levels operates as a remote-first company focused on helping individuals understand their metabolism to improve health outcomes.
Firefly Health
Venture Round in 2022
Firefly Health, Inc. is a healthcare company based in Wellesley, Massachusetts, founded in 2016. It specializes in providing primary health care services through an artificial intelligence-based platform that connects patients with healthcare professionals. The company focuses on a virtual-first primary care approach, allowing users to access live video appointments with primary care physicians and care teams. This model emphasizes convenience and accessibility without membership fees, enabling patients to make informed decisions about their health. Firefly Health aims to redefine patient care by blending advanced technology with a dedicated care team to ensure continuous and proactive support for common health conditions, including back pain, stomach flu, and women's health issues.
Tomorrow Health
Series B in 2022
Founded in 2018, Tomorrow Health operates an online marketplace for medical supplies and equipment. It connects providers, health plans, and suppliers to ensure patients receive necessary products and care at home.
Ultima Genomics
Venture Round in 2022
Ultima Genomics is a biotechnology company established in 2016 and headquartered in Newark, California. It specializes in genome-scale sequencing technology, focusing on providing analytical services to various enterprises. By employing an open substrate, Ultima Genomics creates a vast, low-cost reaction surface that facilitates billions of reads without relying on expensive flow cells or complex fluidic systems. The company utilizes specialized sequencing hardware combined with machine learning techniques to ensure reproducible and accurate results. This innovative approach enables clients to obtain genomic reports at scale, enhancing the speed and efficiency of sequencing while significantly reducing costs. Ultima Genomics aims to harness the potential of genomic information to drive advancements in biology and improve human health.
Deepcell, Inc. is a biotechnology company based in Mountain View, California, that specializes in single-cell analysis technology. Founded in 2015, the company has developed an AI-powered imaging and microfluidics platform that offers a non-invasive method for genetic testing with diagnostic-level accuracy. This platform enables researchers to classify and isolate viable cells based on their morphological characteristics, thus facilitating improved diagnosis and treatment of diseases. By providing detailed genetic health information through ordinary blood samples, Deepcell aims to enhance translational research, diagnostic testing, and therapeutic applications, ultimately reducing the need for invasive procedures in medical diagnostics.
Memora Health
Venture Round in 2022
Memora Health is a San Francisco-based healthcare technology company that develops an intelligent care enablement platform to automate outpatient communication and digital workflows. The platform helps clinicians focus on top-of-license practice by digitizing and triaging patient-reported concerns and data, enabling proactive two-way communication and support for patients along complex care journeys, and it partners with health systems, health plans, and digital health companies to transform care delivery for care teams and patients.
Topography Health
Series A in 2022
Topography Health facilitates private practice physicians' involvement in clinical trials. It assists practices in understanding patient populations, recommends suitable studies, recruits patients, and manages research staff, making personalized clinical trials more accessible.
Sprinter Health
Series A in 2021
Sprinter Health is a mobile healthcare provider that sends full-time nurses and phlebotomists to patients' homes for preventive care services.
Pomelo Care
Seed Round in 2021
Pomelo Care is a leader in evidence-based maternity care, offering comprehensive support for women throughout preconception, pregnancy, birth, postpartum, and the first year of their infants' lives. The company's innovative care model combines virtual, round-the-clock clinical support with in-person doula services, effectively addressing medical, behavioral, and social factors that enhance maternal and infant health. By leveraging data science and machine learning, Pomelo Care identifies and manages health risks, leading to improved outcomes and reduced costs. Its online platform delivers personalized care plans and resources that cater to the unique needs of pregnant individuals and newborns, ultimately promoting better health for mothers and their children. Pomelo Care collaborates with employers and various health plans, including commercial and Medicaid providers, to expand access to its high-quality maternity and neonatal care services.
Zus Health
Series A in 2021
Zus Health is a healthcare technology company founded in 2020 by Jonathan Bush, based in Watertown, Massachusetts. It specializes in developing a healthcare data platform that accelerates the creation of digital health solutions. The platform uniquely integrates health and non-health information, allowing healthcare professionals to gain a comprehensive understanding of patients while sharing clinical and non-clinical data without requiring the same applications. By removing traditional barriers, Zus Health empowers a new generation of healthcare builders to design technologies and services that are more affordable and customizable, aiming to enhance the overall healthcare experience.
Memora Health
Venture Round in 2021
Memora Health is a San Francisco-based healthcare technology company that develops an intelligent care enablement platform to automate outpatient communication and digital workflows. The platform helps clinicians focus on top-of-license practice by digitizing and triaging patient-reported concerns and data, enabling proactive two-way communication and support for patients along complex care journeys, and it partners with health systems, health plans, and digital health companies to transform care delivery for care teams and patients.
Tomorrow Health
Series A in 2021
Founded in 2018, Tomorrow Health operates an online marketplace for medical supplies and equipment. It connects providers, health plans, and suppliers to ensure patients receive necessary products and care at home.
Firefly Health
Series B in 2021
Firefly Health, Inc. is a healthcare company based in Wellesley, Massachusetts, founded in 2016. It specializes in providing primary health care services through an artificial intelligence-based platform that connects patients with healthcare professionals. The company focuses on a virtual-first primary care approach, allowing users to access live video appointments with primary care physicians and care teams. This model emphasizes convenience and accessibility without membership fees, enabling patients to make informed decisions about their health. Firefly Health aims to redefine patient care by blending advanced technology with a dedicated care team to ensure continuous and proactive support for common health conditions, including back pain, stomach flu, and women's health issues.
Komodo Health
Series E in 2021
Komodo Health Inc. is a healthcare technology company that develops a platform designed to enhance transparency and intelligence in the healthcare sector. Founded in 2014 and headquartered in New York, with an additional office in San Francisco, the company offers a suite of software applications, including its Healthcare Map, which tracks patient outcomes throughout the healthcare system. Its solutions, such as Aperture and Pulse, leverage advanced data science techniques to provide real-time insights and alerts on clinical information, while Serenity analyzes patient cohorts for deeper understanding. By serving various stakeholders, including life sciences companies, healthcare payers, and providers, Komodo Health aims to foster a more efficient and value-driven healthcare ecosystem through comprehensive patient-level insights.
Deepcell, Inc. is a biotechnology company based in Mountain View, California, that specializes in single-cell analysis technology. Founded in 2015, the company has developed an AI-powered imaging and microfluidics platform that offers a non-invasive method for genetic testing with diagnostic-level accuracy. This platform enables researchers to classify and isolate viable cells based on their morphological characteristics, thus facilitating improved diagnosis and treatment of diseases. By providing detailed genetic health information through ordinary blood samples, Deepcell aims to enhance translational research, diagnostic testing, and therapeutic applications, ultimately reducing the need for invasive procedures in medical diagnostics.
Levels develops a health and wellness platform that monitors metabolic fitness by tracking blood glucose in real time, enabling users to optimize their diet and exercise. The company offers a wellness wearable device paired with a platform that provides real-time feedback on how the body responds to dietary and lifestyle choices, helping users tailor their routines to personal goals. Founded in 2019, Levels operates as a remote-first company focused on helping individuals understand their metabolism to improve health outcomes.
PatientPing
Series C in 2020
PatientPing, Inc. is a health technology company that has developed a national care coordination network aimed at enhancing communication among healthcare providers. Founded in 2013 and headquartered in Boston, Massachusetts, the company offers real-time notifications and care guidelines to various healthcare professionals, including physicians, nurses, case managers, and care coordinators. This network spans hospitals, emergency departments, accountable care organizations, physician practices, skilled nursing facilities, home health agencies, and payers. PatientPing's platform includes a tool called Spotlights, which leverages real-time data to analyze utilization and performance trends in patient care. By improving information sharing among care teams, PatientPing facilitates higher quality, cost-effective care, ultimately aiming to enhance patient outcomes and experiences. The company also maintains a strategic partnership with MedAllies, Inc. and operates as a subsidiary of SVB Leerink Holdings LLC.
Topography Health
Venture Round in 2020
Topography Health facilitates private practice physicians' involvement in clinical trials. It assists practices in understanding patient populations, recommends suitable studies, recruits patients, and manages research staff, making personalized clinical trials more accessible.
Tomorrow Health
Seed Round in 2020
Founded in 2018, Tomorrow Health operates an online marketplace for medical supplies and equipment. It connects providers, health plans, and suppliers to ensure patients receive necessary products and care at home.
Q Bio, Inc., established in 2015, develops a comprehensive health assessment platform that combines advanced non-invasive imaging, genetic testing, vital signs, and medical history to provide a snapshot of an individual's health. The company's flagship product, Q BioVault, aggregates and summarizes an individual's entire medical history, identifying and tracking significant health changes. Q Bio's interdisciplinary team, based in San Carlos, California, comprises experts in applied math, computational physics, electrical engineering, genetics, and radiology. Backed by prominent venture capital firms, the company aims to empower healthcare professionals with proactive, data-driven insights to improve patient outcomes.
Komodo Health
Series C in 2020
Komodo Health Inc. is a healthcare technology company that develops a platform designed to enhance transparency and intelligence in the healthcare sector. Founded in 2014 and headquartered in New York, with an additional office in San Francisco, the company offers a suite of software applications, including its Healthcare Map, which tracks patient outcomes throughout the healthcare system. Its solutions, such as Aperture and Pulse, leverage advanced data science techniques to provide real-time insights and alerts on clinical information, while Serenity analyzes patient cohorts for deeper understanding. By serving various stakeholders, including life sciences companies, healthcare payers, and providers, Komodo Health aims to foster a more efficient and value-driven healthcare ecosystem through comprehensive patient-level insights.
Accolade, Inc. is a technology-driven company that provides personalized health and benefits solutions designed to enhance the healthcare experience for employees and their families in the United States. Founded in 2007 and headquartered in Plymouth Meeting, Pennsylvania, Accolade offers a comprehensive platform that combines cloud-based technology with support from a team of health assistants and clinicians, including nurses and behavioral health specialists. The company's services help employers navigate the complexities of the healthcare system and workplace benefits, ultimately aiming to improve health outcomes and reduce costs. By focusing on healthcare process improvement and employee engagement, Accolade delivers tailored advocacy to meet the specific needs of its clients.
Q Bio, Inc., established in 2015, develops a comprehensive health assessment platform that combines advanced non-invasive imaging, genetic testing, vital signs, and medical history to provide a snapshot of an individual's health. The company's flagship product, Q BioVault, aggregates and summarizes an individual's entire medical history, identifying and tracking significant health changes. Q Bio's interdisciplinary team, based in San Carlos, California, comprises experts in applied math, computational physics, electrical engineering, genetics, and radiology. Backed by prominent venture capital firms, the company aims to empower healthcare professionals with proactive, data-driven insights to improve patient outcomes.
Deepcell
Seed Round in 2017
Deepcell, Inc. is a biotechnology company based in Mountain View, California, that specializes in single-cell analysis technology. Founded in 2015, the company has developed an AI-powered imaging and microfluidics platform that offers a non-invasive method for genetic testing with diagnostic-level accuracy. This platform enables researchers to classify and isolate viable cells based on their morphological characteristics, thus facilitating improved diagnosis and treatment of diseases. By providing detailed genetic health information through ordinary blood samples, Deepcell aims to enhance translational research, diagnostic testing, and therapeutic applications, ultimately reducing the need for invasive procedures in medical diagnostics.
Shield Bio
Seed Round in 2017
Shield Bio is a biotechnology company focused on combating antibiotic resistance, a growing public health crisis projected to surpass cancer-related deaths by 2050. The company has developed a novel genomic testing platform that enables sexually transmitted infection (STI) clinics to accurately identify antibiotic-resistant strains of pathogens, particularly gonorrhea, which has shown resistance to multiple antibiotics. With approximately 820,000 new gonorrhea infections annually in the United States and the Centers for Disease Control and Prevention designating resistant strains as an urgent threat, Shield Bio's rapid and precise molecular antibiotic susceptibility testing is critical. This platform allows healthcare providers to determine the most effective antibiotics for treatment, thereby enhancing patient outcomes and helping to curb the spread of antibiotic resistance.
PatientPing
Series B in 2016
PatientPing, Inc. is a health technology company that has developed a national care coordination network aimed at enhancing communication among healthcare providers. Founded in 2013 and headquartered in Boston, Massachusetts, the company offers real-time notifications and care guidelines to various healthcare professionals, including physicians, nurses, case managers, and care coordinators. This network spans hospitals, emergency departments, accountable care organizations, physician practices, skilled nursing facilities, home health agencies, and payers. PatientPing's platform includes a tool called Spotlights, which leverages real-time data to analyze utilization and performance trends in patient care. By improving information sharing among care teams, PatientPing facilitates higher quality, cost-effective care, ultimately aiming to enhance patient outcomes and experiences. The company also maintains a strategic partnership with MedAllies, Inc. and operates as a subsidiary of SVB Leerink Holdings LLC.
Jungla Inc., established in 2016 and headquartered in South San Francisco, is a biotechnology company specializing in molecular function software for healthcare and pharmaceutical industries. It optimizes disease diagnosis by developing advanced functional genomics, computational biophysics, and computer science technologies. Jungla's platform proactively assesses genetic variant risks, providing quantitative insights to complement observational data. This enhances clinical genetic testing accuracy and delivers robust, scalable results. As of July 2019, Jungla operates as a subsidiary of Invitae Corporation.
Cardiogram
Seed Round in 2016
Cardiogram, Inc. is a San Francisco-based company founded in 2015 that specializes in developing a wearable device for monitoring heart health. The company's application allows users to analyze and visualize their heart rate measurements, tracking responses to various activities such as exercise, stress, and dietary changes. By detecting heartbeats and monitoring sleep and fitness patterns, Cardiogram aims to empower users to prevent serious cardiovascular issues, including strokes. The application is compatible with devices equipped with heart rate monitors, such as the Apple Watch and Android Wear, and facilitates the sharing of heart rate data through various social media platforms.
Accolade, Inc. is a technology-driven company that provides personalized health and benefits solutions designed to enhance the healthcare experience for employees and their families in the United States. Founded in 2007 and headquartered in Plymouth Meeting, Pennsylvania, Accolade offers a comprehensive platform that combines cloud-based technology with support from a team of health assistants and clinicians, including nurses and behavioral health specialists. The company's services help employers navigate the complexities of the healthcare system and workplace benefits, ultimately aiming to improve health outcomes and reduce costs. By focusing on healthcare process improvement and employee engagement, Accolade delivers tailored advocacy to meet the specific needs of its clients.
Q Bio, Inc., established in 2015, develops a comprehensive health assessment platform that combines advanced non-invasive imaging, genetic testing, vital signs, and medical history to provide a snapshot of an individual's health. The company's flagship product, Q BioVault, aggregates and summarizes an individual's entire medical history, identifying and tracking significant health changes. Q Bio's interdisciplinary team, based in San Carlos, California, comprises experts in applied math, computational physics, electrical engineering, genetics, and radiology. Backed by prominent venture capital firms, the company aims to empower healthcare professionals with proactive, data-driven insights to improve patient outcomes.
Human API
Series A in 2015
Human API is a health data network that facilitates the real-time sharing and viewing of health information across various platforms. Founded in 2013 and headquartered in San Mateo, California, the company connects consumers with their health data from a wide range of sources, including 90% of US hospitals, electronic medical records, pharmacies, labs, and over 300 wearable devices and wellness applications. The platform utilizes a machine learning-powered data pipeline to structure health data into a consistent format, making it accessible for medical researchers and scientists. Importantly, Human API empowers consumers by giving them full control over the sharing of their health information, while also providing companies with a streamlined method to access fragmented health data.
uBiome, Inc. was a microbial genomics company based in San Francisco, California, founded in 2012. It specialized in sequencing-based clinical microbiome tests, offering products such as SmartGut, a test for identifying pathogenic and commensal microorganisms related to infections, and SmartJane, a women's health screening test that detects various conditions including HPV and STIs. The company also provided Explorer kits for citizen scientists and researchers, as well as SmartFlu, a clinical respiratory test. By leveraging precision sequencing combined with machine learning and artificial intelligence, uBiome aimed to enhance the understanding of the human microbiome, enabling healthcare providers to deliver more accurate diagnoses and empowering patients to manage their health more effectively. However, uBiome faced financial difficulties and filed for Chapter 11 bankruptcy in September 2019, which was later converted to Chapter 7 on October 11, 2019.
Human API
Seed Round in 2013
Human API is a health data network that facilitates the real-time sharing and viewing of health information across various platforms. Founded in 2013 and headquartered in San Mateo, California, the company connects consumers with their health data from a wide range of sources, including 90% of US hospitals, electronic medical records, pharmacies, labs, and over 300 wearable devices and wellness applications. The platform utilizes a machine learning-powered data pipeline to structure health data into a consistent format, making it accessible for medical researchers and scientists. Importantly, Human API empowers consumers by giving them full control over the sharing of their health information, while also providing companies with a streamlined method to access fragmented health data.
Sprinter Health is a mobile healthcare provider that sends full-time nurses and phlebotomists to patients' homes for preventive care services.
Inductive Bio develops a machine learning platform that accelerates compound optimization for pharmaceutical research. It focuses on building datasets and ML models to predict absorption, distribution, metabolism, excretion, and toxicity (ADMET) properties of small molecules, enabling scientists to optimize initial compounds into leads and development candidates more efficiently.