The patient arrived.
The records didn’t.

The patient has made the trip. The specialist has made the time. Then someone opens the file and discovers the missing scan. At a Northern California cancer center described in an eHealth Technologies case study, patients arrived for appointments without complete records. Some had to reschedule. A place built to deliver care had become a place to wait for information.

“It’s a minimum expectation that we would have a complete record,” the center’s unnamed clinical services director said. After implementing eHealth Connect, the center reported referral-to-treatment time falling from 74 days to 16. That company-published result belongs to one center. But the problem it describes is easy to grasp: an appointment in the calendar is not the same as an appointment ready to happen.

A hospital has a history problem

Founded in 2006 by Michael Margiotta and Ken Rosenfeld, eHealth Technologies built its business around that gap. Rosenfeld brought experience from Kodak’s healthcare information business. The original assignment was tangible: gather, digitize, index, and deliver patient records and images. The modern version adds AI-assisted organization, but it still has to finish the original assignment.

A patient’s history can sit in several organizations, in several forms. A radiology report describes an image; it does not replace the image. A pathology report is different from the slide a specialist may need to review. Making documents available through a network helps, but somebody still has to establish what is missing and get it to the right place.

eHealth Connect combines technology with retrieval services to collect those materials, arrange them into clinically useful histories, and deliver them into existing workflows. The company’s specialty focus includes oncology, transplantation, cardiovascular care, neurology, and orthopedics. These are settings where a referral can carry a complicated backstory.

Twelve hours, reclaimed

Consider the work before the appointment. In a midwestern academic medical center’s surgical oncology department, staff were contacting 1,800 providers for patients coming from 20 states. Record collection consumed an average of 12 staff-hours a day. Three full-time surgical oncology nurses managed retrieval.

Following a pilot that began in 2016, the department reported cutting that effort to 1.5 hours a day and moving retrieval responsibilities to patient coordinators. Average time to receive records fell from 10 days to 3.6. The interesting change is who could do what afterward: nurses had more time for patients. The software mattered because the allocation of work changed.

A booked appointment still needs a prepared history.The operational lesson

Imaging presents another version of the same puzzle. HealtheConnections described an old routine of telephone calls, CDs, and couriers. A disc could take five days to arrive from a nearby facility. eHealth’s Image Exchange lets connected providers view diagnostic-quality studies and move selected images to local picture archiving and communication systems, or PACS. Geographic proximity had been disguising an administrative distance.

Put a price on the chase

This is an organizational purchase, with setup and ongoing retrieval costs. In August 2025, a Forrester study commissioned by eHealth Technologies modeled a composite hospital system from interviews with five decision-makers at four systems. Its three-year, risk-adjusted present values were approximately $3.08 million in costs and $5.91 million in benefits. Those are modeled economics, not a price quote or a promise.

The study also describes workflow redesign and training. That detail matters to a buyer: purchasing retrieval capacity and changing how a department prepares records are connected jobs. A team considering it should count its existing retrieval workload, then decide which clinical tasks the released time would support.

The work around the software

In 2019, Aldrich Capital Partners invested $41 million and acquired a controlling interest. By September 2026, the company reported serving more than 100 healthcare organizations and approaching four million patients served over its history. Its Clinical Exchange Network connects more than 425,000 providers nationwide. Network reach, customer count, and patients served measure different things.

The market has overlapping alternatives. Datavant’s Provider Exchange addresses provider record retrieval; Intelerad’s Ambra addresses image exchange. Hospitals can also retain their own collection teams. eHealth’s particular proposition joins retrieval, imaging, pathology, and specialty-specific organization. Buyers should compare those responsibilities, rather than assume every exchange service completes the same job.

The people are part of the product. eHealth describes integrity, customer care, collaboration, and continuous improvement as operating values, with teams in the United States and India. Retrieving missing materials requires follow-through as well as connectivity. Its customer advisory board includes representatives from transplant, neuroscience, cardiovascular, and cancer programs, bringing those practical demands close to product decisions.

In May 2025, eHealth announced generative AI-powered Clinical Summary functionality to assemble longitudinal histories from fragmented information. Summarization adds value after the underlying materials arrive. It also makes the completeness question sharper: a polished summary needs a sound history underneath it.

The transferable lesson is modest and useful. Define what a specialty needs before a first visit. Give someone responsibility for obtaining it. Measure readiness, not simply bookings. Where outside records are already complete and easy to review, retrieval offers less room for improvement. Where the bottleneck is specialist capacity, faster paperwork alone cannot create an appointment. Start by finding the actual queue.