
Digitize and Automate Complex Care Workflows
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If you only have a few minutes to spare, here’s what investors, operators, and founders should know about Memora Health (W18).
Memora Health built a text-message layer between patients and care teams. Founded as a Harvard student project and launched as a company in 2017, it turned clinical protocols into automated journeys for medication adherence, symptom checks, education, appointments, and escalation. It raised almost $80 million and signed prominent health systems.
The product addressed a real problem, but the business appears to have confused contracted possibility with realized revenue. Axios later reported that leadership discussed roughly $20 million of annual recurring revenue in 2022 while a merger document showed only $1.2 million of revenue in 2023. Long pilots, custom integrations, and uneven product behavior made the gap hard to close. Commure acquired Memora in December 2024; Axios reported an estimated $30 million stock value, below total funding.[1]
Memora existed before its official founding date. In March 2016, Harvard's dental school described a project by Manav Sevak and Nisarg Patel that had reached the President's Challenge finals. The early product let clinicians manage medication lists and send automated adherence texts.[2] Kunaal Naik joined the founding team as the technical leader; the company later dated its launch to 2017 and entered YC's Winter 2018 batch.
The founders combined medicine, public health, and computing. Patel studied molecular bioscience, biotechnology, political science, dentistry, medicine, and biomedical informatics before surgical residency. Sevak had worked in public-health and computational-biology research. Naik's computing background supplied the technical complement.
Sevak tied the idea to a friend, John, who had colitis. John tracked medications, diet restrictions, and symptoms with paper, pill labels, searches, and phone calls. After observing rounds, Sevak concluded that hospital care was coordinated inside the facility but broke apart once patients went home. He wrote that the founders then spent months “doing cold outreach or walk-ins at every doctor's office” they encountered while driving around the country.[3]
The first narrow intervention sent medication reminders and tracked adherence. Early work with Brigham and Women's Hospital, Grady Memorial Hospital, and Emory Healthcare pushed the team toward a broader platform. Each health system used different pathways and records, so Memora made its workflow engine configurable. Patients would receive ordinary text messages; the system collected answers, sent approved education, and escalated concerns to clinicians.
The ambition grew from a reminder tool into an operating layer for outpatient care. In 2021, Sevak wrote: “Memora is rewiring healthcare systems with modern technology.”[3] That ambition won enterprise logos and capital. It also created the central execution risk: every new specialty, hospital, EHR configuration, and clinical pathway widened the distance between a demo and a dependable deployment.
Memora turned a health system's clinical workflow into a two-way SMS journey. A hospital supplied its preferred education, follow-up schedule, questionnaires, and escalation rules. Memora configured those steps, enrolled patients, and communicated without requiring an app or login. Patients could report symptoms, complete surveys, receive medication reminders, manage appointments, and ask common questions.
Read the complete post-mortem, the rebuild playbook, and the exact reasons Memora Health is still worth studying now.