Breaking profile: Jean Ross and the last mile of the record From critical-care nurse to Primary Record co-founder First place: 2025 AMIA / HL7 FHIR App Competition

Founders / The handoff edition

Jean Ross Is Building the Missing Place Between the Portal and the Kitchen Table

A patient-finance manager became a critical-care nurse, then turned years of binders, portals and repeated explanations into a company. Jean Ross’s useful idea is simple: the record should travel with the family.

The object that changed Jean Ross’s career was not glamorous. It had no elegant interface, venture deck or launch video. It was a binder - the sort families carried into critical care, packed with paper and the hope that the right detail would appear before someone asked for it. Ross saw those notebooks for years as a nurse. She understood their contents. What took longer was recognizing the binder itself as evidence: families had been drafted as the system’s memory.

That realization sharpened when she left the hospital and began accompanying older adults to appointments. A single person’s history might be split among several offices, portals and pieces of paper. The professionals had minutes. The family had context, but no reliable place to put it. Everyone wanted the complete story; nobody quite possessed it.

Ross’s answer became Primary Record, the Fishers, Indiana company she co-founded in 2020 with software veteran Jim McIntosh. They happened to be neighbors. It is difficult to imagine a more fitting beginning for a company about connecting the people close at hand: the technical co-founder was literally next door.

Jean Ross smiling in a nurses T-shirt and holding up two fingers
Before the pitch stages and policy panels, there was the nurse who kept noticing who carried the paperwork.

A career that circled the problem

Ross did not take the efficient route to founding a software company, which may be why she saw the work that efficient diagrams leave out. An Indianapolis native, she earned a sociology degree at Indiana University Bloomington in 2003, followed by a master’s in healthcare administration at the University of North Carolina at Chapel Hill. Back in Indiana, she worked at IU Health in human resources and patient financial services.

At 29, she changed direction. She enrolled in Indiana University’s accelerated nursing program and then spent six years in critical care. The move gave her two views of the same large machine: the administrative logic behind it and the bedside experience inside it. In 2015, she moved again, this time into community care coordination. She started KayBee, a nurse-led business that helped older adults and family caregivers navigate transitions.

The setting changed, but the missing information followed. Families reconstructed histories for each new provider and resource. They kept track of names, instructions, documents and what had changed since the last appointment. The coordination happened in kitchens, cars and text threads, far beyond the borders of an electronic record.

“Families have become the connective tissue of a fragmented healthcare system.”Jean Ross

There is an entrepreneurial lesson hiding in that sentence. Ross did not discover an entirely new behavior. She noticed an old behavior that had been treated as background. The job was already being done. It simply lacked a proper tool, a budget line and often a name.

2003Sociology degree from Indiana University Bloomington.
2005Master’s in healthcare administration, then patient financial services.
2010Accelerated nursing degree and a second career in critical care.
2015Community care coordination reveals the same information gap outside the hospital.
2020Primary Record begins with neighbor and technologist Jim McIntosh.
2023The app launches publicly and the company closes a $1 million pre-seed round.

The neighbor, the app and the last mile

McIntosh brought more than 25 years in software and technology, as well as his own experience coordinating care within a family. Ross brought the field notes. Together they shaped a shared workspace where a person can collect records from connected systems, add documents and notes, and choose who else can see or help maintain the story.

The distinction is important. Primary Record is not another institutional chart asking every organization to join the same kingdom. Ross describes it as the “last mile”: the coordination between appointments, across family members and among community professionals who may never share an employer or software vendor. The product is meant to extend existing systems by centering the person who moves among them.

The handoff Primary Record is designed to make visible

The company’s premise: the record gains practical value when the person can direct it across the full support network.

The app reached the public on December 1, 2023. That same year, Primary Record closed a $1 million pre-seed round co-led by Boomerang Ventures and Render Capital, with participation from BAMco Enterprises. Ross has credited a TechPoint pitch event with putting a lead investor in the audience. Local ecosystem is an abstract phrase until someone in the room writes the first serious check.

2020Founded in Fishers by Ross and McIntosh
$1MPre-seed round closed in 2023
1st2025 AMIA / HL7 FHIR App Competition

A year after launch, Indiana named Primary Record one of its 2024 Small Businesses of the Year. Ross was also nominated for a TechPoint Mira Rising Entrepreneur award. The recognition was useful; the product evidence was more intimate. Ross later described an emergency-department moment involving a physician on the company’s board. The institutional record could not answer a question. The patient’s daughter opened Primary Record and could.

Those milestones also reveal Ross’s taste for coalition. She has served on a patient-and-family advisory council, led caregiver conversations through Daughterhood, worked with the Indiana Nurses Foundation and volunteered on an AARP legislative team. She regularly speaks with nurses and students about advocacy and innovation. None of this sits neatly inside a software founder’s job description. All of it belongs to the actual job Ross has chosen: persuading institutions, professionals and families to treat people as active participants in the movement of their own information. A shared record is partly a technical object. Making it useful requires a shared expectation, and expectations spread through rooms, councils, classes and conversations long before they become product defaults. Ross has spent years working those rooms.

In founder folklore, validation often arrives as a graph going up and to the right. Here it looked like a daughter finding one fact at the bedside. A modest scene, but an exact one: the person closest to the story finally had somewhere to keep it.

Trust is part of the product

Ross’s work increasingly crosses product, policy and public argument. In 2022, she spoke at a Federal Trade Commission forum about the uncertainty health-app builders face around privacy and regulation. In June 2025, she submitted a formal response to a Centers for Medicare & Medicaid Services request for information. Her recommendations drew on conversations with families and professionals in settings that sit beyond the familiar hospital walls.

That policy attention follows naturally from Primary Record’s architecture. A patient-directed system depends on more than software plumbing. People must understand what is being shared, with whom, and why. Ross argues that technical interoperability has reached a trust problem: the pipes can exist while the permissions, incentives and confidence required to use them remain uneven.

“The missing layer isn’t better pipes between institutions. It’s infrastructure that centers the patient and their support network.”Jean Ross

In November 2025, Primary Record won first place in the AMIA/HL7 FHIR App Competition. The award placed a nurse-founded company in front of the standards community whose technical framework supports its work. It also led to a 2026 case study, conference appearances and a wider conversation about what happens after data becomes technically available.

By August 2026, that conversation had become another concrete handoff. Primary Record and HealthCall announced a bidirectional integration linking patient-directed information with records created by mobile integrated health and community-paramedicine teams. The partnership extends Ross’s original observation into the home: context should not disappear merely because care crosses an institutional doorway.

What builders can borrow

01

Follow the workaround

Binders, spreadsheets and repeated explanations are not merely inconveniences. They are prototypes made by people who could not wait for the official system.

02

Let a crooked career compound

Sociology, administration, finance, nursing and community coordination gave Ross different angles on one persistent gap.

03

Measure the smallest useful moment

A national award matters. So does one daughter retrieving one answer when a clinician needs it. The latter explains the product in a sentence.

Ross is a conspicuously social kind of systems thinker. Her public record includes advisory work at Community Health Network, leadership with Daughterhood, nursing advocacy and years coaching youth basketball. She credits Indiana’s founder networks freely. “Here I feel so supported. I know I’m very lucky,” she has said, naming the Startup Ladies and the Axis Mentor Program among the people who helped.

She also keeps a bit of mischief. Ross is known for chocolate chip cookies and jokes that the recipe will be disclosed only in her obituary. It is the perfect founder’s intellectual-property policy: generous product, fiercely guarded secret sauce.

On a journal, she keeps a sticker that reads, “All good things take time.” Primary Record took more than three years to travel from founding to public launch. The years before that included every patient handoff, every care-coordination call and every binder she had once accepted as ordinary. Patience, in this story, is not waiting around. It is sustained attention.

Ross wants the record to move across teams, systems and states with the person at its center. The ambition is technical, but its unit of meaning remains human-sized: fewer frantic searches, a clearer handoff, one less family asked to become a filing cabinet. The binder showed her the job. The company is her attempt to give that job a proper home.

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