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About transforms data into insights that uncover the ideal patient and their healthcare ecosystem so that life sciences companies can accelerate the commercialization of precision therapies for specialty and rare diseases quicker, with less risk.’s Insights as a Service (IaaS) platform optimizes drug development, clinical study, product launch, and commercial operations by utilizing AI and ML in conjunction with a data universe of de-identified patient journeys and anonymized social determinants of health signals.

Headquarters Location

125 Cambridgepark Drive

Cambridge, Massachusetts, 02140,

United States

877-848-9903's Product Videos

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Ensure that your company and products are accurately represented on our platform.'s Products & Differentiators

    IPM System of Insight

    Uncovers the ideal patient population, their diagnostic and treatment journey and their healthcare ecosystem

Expert Collections containing

Expert Collections are analyst-curated lists that highlight the companies you need to know in the most important technology spaces. is included in 3 Expert Collections, including Artificial Intelligence.


Artificial Intelligence

9,442 items

This collection includes startups selling AI SaaS, using AI algorithms to develop their core products, and those developing hardware to support AI workloads.


Digital Health

21,956 items

Technologies, platforms, and systems that engage consumers for lifestyle, wellness, or health-related purposes; capture, store, or transmit health data; and/or support life science and clinical operations. (DiME, DTA, HealthXL, & NODE.Health)


Value-Based Care & Population Health

1,082 items

The VBC & Population Health collection includes companies that enable and deliver care models that address the health needs for defining populations along the continuum of care, including in the community setting, through participation, engagement, and targeted interventions.

Latest News, Part of Real Chemistry, Named by Fast Company as One of the World's Most Innovative Companies For 2022

Mar 8, 2022

Recognition underscores's AI-powered approach to finding undiagnosed and misdiagnosed patients suffering from specialty and rare diseases March 08, 2022 09:00 AM Eastern Standard Time SAN FRANCISCO--( BUSINESS WIRE ), part of Real Chemistry and a leader in uncovering undiagnosed and misdiagnosed patients for specialty and rare disease via machine learning and artificial intelligence, today announced it has been named by Fast Company as one of the World's Most Innovative Companies for 2022. was named #2 in the Data Science category in recognition of its transformational approach to inform and accelerate the development, clinical study and commercialization of precision medicine by health care and life sciences companies. Each year, Fast Company editors and reporters work to identify and recognize organizations transforming industries, shaping society, and moving the world forward. Since its inception in 2008, its World’s Most Innovative Companies list has been the definitive source for identifying innovative companies moving the world forward. "We are honored and privileged to be named as one of the world’s Most Innovative Companies in Data Science by Fast Company," said co-founder and president Ron Elwell. "Rare diseases pose distinct challenges for drug development, particularly at critical decision points in the product lifecycle. With small and largely undiagnosed populations, traditional approaches to patient finding for these conditions are reliant on previously diagnosed patients and typically result in highly inaccurate outcomes. Our approach uncovers patients with the highest likelihood of disease manifestation, whether diagnosed, undiagnosed or misdiagnosed, leading to earlier disease interception and optimal patient outcomes faster and with less risk.”'s HIPAA-compliant system of insight applies artificial intelligence and machine learning against a tokenized, real world data universe of more than 300 million de-identified patient journeys, 65 billion anonymous social determinants of health signals and first-party sources of any type and scale such as genetic testing, laboratory research and epidemiological asessments. By uncovering patients who present with a rare disease using privacy-safe real world data, creates the ideal patient definition, models undiagnosed and misdiagnosed lookalike patients and maps patient treatment journeys to associated primary care physicians and specialists. This augmented intelligence approach can be applied across the product lifecycle, from rapidly assessing the size of a market for an orphan drug to uncovering patients with the highest propensity for successful clinical study screening and those most likely to begin a newly launched or in-market therapy. “Patients with rare diseases face seemingly insurmountable odds,” added Real Chemistry CEO Shankar Naryanan. “They are undiagnosed or misdiagnosed for six years on average, and consult more than seven physicians during their diagnostic and treatment odyssey, resulting in low quality of life, extreme burden on caregivers and financial hardship. By uncovering these patients and their associated health care providers, helps connect the precision medicine pioneers with novel treatments to those most in need earlier, transforming the lives of patients and their loved ones.” About and Real Chemistry, part of Real Chemistry ( ), transforms real-world data into real-world insights that uncover the ideal patient and their healthcare ecosystem so that life sciences companies can accelerate the successful development, clinical study and commercialization of critical therapies for specialty and rare diseases.’s Insights as a Service (IaaS) platform optimizes drug development, clinical study, product launch and commercial operations by utilizing granular-level longitudinal analytics, artificial intelligence and machine learning in conjunction with a real-world data universe of over 300 million de-identified patient journeys and 65 billion anonymized social determinants of health signals. We’re making the promise of precision medicine an analytical reality. And we are just getting started. Real Chemistry is making the world a healthier place by empowering patients to access the right treatment at the right time. We leverage the best data-driven, tech-enabled and digital solutions to deliver communications, engagement, activation and value across a full range of diverse health care stakeholders — patients, payors, providers, caregivers and regulators. For more information, please visit at and connect with us on LinkedIn or Twitter Contacts Frequently Asked Questions (FAQ)

  • When was founded? was founded in 2017.

  • Where is's headquarters?'s headquarters is located at 125 Cambridgepark Drive, Cambridge.

  • What is's latest funding round?'s latest funding round is Acquired.

  • Who are the investors of

    Investors of include W2O Group.

  • Who are's competitors?

    Competitors of include Clarify Health and 5 more.

  • What products does offer?'s products include IPM System of Insight.

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