The useful thing about a medical scanner is not that it resembles the future. It is that, at 8:03 on a Tuesday morning, it works. The appointment proceeds. The schedule holds. Nobody composes a ballad in praise of uptime, but hospitals are full of people whose days depend upon it. Richard Jones has spent more than 35 years in that unglamorous, exacting territory, where sophisticated equipment meets ordinary calendars and the smallest interruption acquires a waiting room.
Jones now runs Glassbeam, a software company that parses and analyzes data from connected medical machines. It is tempting to call his arrival there a leap from healthcare into technology. The record suggests something neater. He followed the operating problem upstream. Before he was responsible for software that can warn teams about equipment trouble, he was responsible for the organizations, people and imaging capacity that felt the trouble when it arrived.
His route was patient, almost defiantly so. Jones joined Alliance HealthCare Services in 1996 as a regional operations manager. He moved through business development, North-zone operations and increasingly senior operating posts. In August 2011 he became executive vice president of the radiology division; in June 2012, its president. By the time he took the Glassbeam job in January 2023, he had accumulated the kind of experience no dashboard can download.
A career built from the floor up
Executive biographies often perform a small magic trick: the middle disappears. There is an early job, there is a grand title, and between them lies a mist labelled leadership. Jones's middle is unusually visible. Regional operations led to business development; business development led back into larger operations; zone responsibility widened into national responsibility. The sequence matters because medical imaging is both clinical infrastructure and a capital-intensive service business. To lead it, one has to understand the machine, the market around it and the consequences when either behaves badly.
Alliance gave Jones an expansive classroom. The operations he led supported more than 1,000 hospitals, health systems and providers across the United States each year. He also served on the board of the Association for Quality Imaging. Scale like that changes the meaning of a minor failure. A single delayed scan is an inconvenience; repeated across a national network, inconvenience becomes capacity, finance and trust.
His academic credential is a Bachelor of Science in Business Administration from Eastern Nazarene College in Quincy, Massachusetts, earned summa cum laude. The combination is revealing without being mystical: formal business training, then decades of field instruction in how a service network really behaves. The title on his LinkedIn profile describes an executive who “executes strategically.” The phrase is corporate, certainly, but the career underneath it supplies the evidence.
The scanner on wheels
A useful glimpse of Jones's operating mind appeared in a 2015 interview about mobile imaging. MRI, CT and PET/CT systems mounted for mobile service might sound like temporary substitutes, dispatched when a fixed machine is unavailable. Jones saw a broader instrument. Mobile imaging, he said, offered “scalability and risk mitigation.” Those are bloodless words for a rather lively proposition: a hospital could add hours as demand grew, serve a new location, manage overflow or test a market before buying and installing a permanent machine.
He gave the example of a hospital in the Northeast that placed a mobile MRI at a newly acquired clinic. The unit served people in the new geography immediately while allowing the hospital to measure demand. If the volume justified it, a permanent outpatient center could follow. The scanner was doing two jobs. It was producing images, and it was producing information about the future.
“We’re already seeing mobile imaging emerge as a key operational strategy to proactively improve access, enhance care delivery and pave the way for growth and expansion.”Richard Jones, 2015
That example contains the plot of his later move to Glassbeam. The machinery is important, but the decisions around the machinery create the leverage. How much capacity is available? Where is demand forming? What warning arrives before a failure? Which action keeps an expensive asset productive? Jones was speaking in the language of optionality well before his business card carried the name of an analytics company.
He also argued that mobile equipment could preserve service while hospitals upgraded CT systems to comply with new dose-optimization standards. Again, the interest was not motion for its own sake. It was continuity during change. In a world enamored of disruption, Jones's specialty has been preventing the wrong kind.
Following the problem into the logs
In September 2021, Akumin completed its acquisition of Alliance HealthCare Services. Jones became president of radiology for the combined company, whose network included freestanding centers and services for hospitals and health systems. It was a natural summit for an operator who had grown with Alliance for roughly a quarter-century. Yet his next move, less than two years later, brought him to a much smaller company and a different layer of the same system.
Glassbeam works on the messages machines produce about themselves. Connected equipment emits logs in assorted formats, a mechanical diary written for no casual reader. The company's platform structures that data, looks for anomalies and presents information intended to help technical and operating teams act. Its Clinsights product is aimed at connected medical systems. The promise is not clairvoyance. It is the disciplined conversion of noisy records into earlier, more useful signals.
Jones arrived with credibility from the receiving end. He knew what equipment downtime did to schedules and utilization, and what hospitals required from vendors. Glassbeam's board emphasized that mix when it appointed him CEO and a director, pointing to his experience across operations, sales and marketing. Co-founder Puneet Pandit moved into a consulting advisory role for the transition. It was less a rejection of technical origins than an attempt to join them to an operator's scale.
Jones described the opportunity in terms of value-based care, where digital innovation and machine-learning insight could help organizations improve infrastructure and the experience around it. He said Glassbeam was positioned for wider adoption among hospitals and healthcare providers. Strip away the ceremonial optimism of an appointment announcement and a clear aspiration remains: make predictive information part of the way clinical equipment is managed.
The thread is not “AI” by itself. It is readiness: the mobile unit ready to absorb demand, the fixed scanner ready for its schedule, the operating team ready because a warning arrived in time.
A practical test for prediction
There is a pleasing severity to the test Jones's background imposes on analytics. A model can be elegant and still arrive too late. An alert can be accurate and still be impossible to act upon. A dashboard can be handsome and still ask a technician to interpret six kinds of static before breakfast. The operator's question is less fashionable: did this help someone make a better decision while there was still time to make it?
In January 2025, Glassbeam announced that Clinsights had received Authority to Operate as a cloud service provider for the U.S. Department of Veterans Affairs. The designation concerned security and the handling of critical information, essential matters when software touches federal healthcare infrastructure. Jones framed it as both a responsibility and a continuation of the company's work with the VA. For a platform asking institutions to turn machine logs into operational foresight, trust is not a decorative feature. It is permission to begin.
His career also places fashionable claims about artificial intelligence in useful proportion. Long before predictive software, operators predicted. They studied volumes, failure patterns, staffing and local demand. They placed mobile scanners where a permanent site might one day stand. Machine learning can increase the speed and range of that perception, but it does not repeal the need for judgment. Jones's unusual asset is that he has spent years with the judgment side of the equation.
He is based in Mansfield, Massachusetts, while Glassbeam is headquartered in Santa Clara, California, an arrangement that quietly suits a career built across distributed fleets and national networks. The company has described its work as expanding in the United States, Europe and Asia. Distance, in this business, is not an abstraction. It is one reason remote visibility matters.
The best prediction is not the most dramatic one. It is the one that leaves Tuesday looking pleasantly ordinary.
The dignity of an uneventful day
Jones's public story does not offer the usual stockpile of founder folklore. There is no garage, no napkin diagram, no heroic all-nighter preserved for conference stages. What it offers instead is rarer: continuity. He spent decades learning one industry from successive angles, then joined a company trying to encode some of that industry's signals. The absence of fireworks is the point. Reliability is measured in events that do not occur.
A machine does not miss its first appointment. A service engineer does not receive an emergency call. A hospital does not rearrange a day around a surprise. Software notices a pattern; a person decides what it means; a team acts. The result is no headline at all, merely a schedule proceeding with its dignity intact.
For Richard Jones, the path from a regional operations post to the chief executive's chair has been long, but it has not wandered. The object in view has remained remarkably stable: imaging that is available where and when it is needed. First he managed the fleets. Now he leads the company listening to them. Somewhere, if the work succeeds, a scanner turns on at 8:03, and absolutely nothing remarkable happens.