The Human Comes First. Then the AI.
How Bryan Health built staff trust, redeployed ten FTEs from one-to-one care, and reduced falls with harm by 40 percent by getting the order of operations right.
Featuring perspectives from Melissa Bartels, Chief Nursing Officer; Trish Smolik, Med-Surg Nursing Director; and Jessica Hanes, Nursing Manager, Med-Surg & Virtual Patient Care, Bryan Medical Center
THE CHALLENGE
A Fall Problem. And a Harder Problem Underneath It.
Falls were Bryan Health’s highest-volume quality event. Not a problem isolated to a single unit or a single shift, but a system-wide pattern touching general care, PCU, and ICU floors across both campuses. The clinical and financial stakes were unambiguous: each injurious fall carries costs measured in tens of thousands of dollars, and behind every data point is a patient who was harmed. Leadership had both the motivation to act and the data to prove it.
What made Bryan Health’s challenge harder than most was that they had already tried the straightforward answer. An earlier AI-only monitoring system had produced so many false alarms that staff began tuning them out. The alerts lost their meaning. Trust eroded. The lesson was clear: deploying AI without a human foundation does not solve a fall problem. It creates a different one. That experience shaped every decision Bryan Health made the second time around.
"My nurses were skeptical at first, and that was fair. We had tried AI before and it created more noise than it solved. What was different this time was the order of operations. The observer was there first, building credibility with the team before the AI ever came into the picture. By the time the alerts started, staff already trusted the person on the other end of the screen."
REMOTE OBSERVATION RESULTS
Safety and Workforce Impact
40%
reduction in falls with harm or injury
10 FTEs
redeployed from 1:1 observation to floor care
12-16
patients per observer (up from 8-10)
24/7
continuous coverage, redundant shift-change model
THE MODEL
Human First. AI Second. Always.
Bryan Health’s redeployment began in med-surg, where patients are most mobile and fall risk most visible. Rather than activate the AI system immediately, the team brought human observers online first, letting them establish workflows, learn patient behavior, and earn clinical credibility on the floor. The AI came next, layered in behind the observer rather than in front of them. In practice, this means the AI alerts the human, not the room. Staff do not hear more noise. They hear only what a trained observer has evaluated as worth their attention.
The first three months of deployment served double duty: calibrating the AI to Bryan Health’s specific room configurations and patient patterns, while simultaneously building staff confidence in the system. By the time the program reached PCU areas and ultimately the ICU, observers who had started covering eight to ten patients were comfortably managing twelve to sixteen, because the AI had earned its role as a genuine second set of eyes. Observers work three-screen stations, two Artisight dashboards and one EHR view, using focus mode to zoom in on the highest-risk patients. During every shift change, duplicate setups ensure there is never a gap in coverage.
PATIENT SAFETY
Where the Data Is Clearest.
Across Bryan Health’s Artisight-enabled units, falls with harm or injury declined by 40 percent following implementation. The headline number reflects both the technology and the discipline behind it: a deliberate rollout, a genuine learning period, and a coverage model designed to be continuous rather than reactive.
The fall detail tells a sharper story. Among the falls that did occur during the measurement window, the clear majority happened when Artisight monitoring was off, the observer position was unstaffed, or the technology had not yet been extended to that room. When the system was actively engaged, the incident rate dropped to a fraction of baseline. That finding is now driving Bryan Health’s next operational priority: closing the coverage gaps that remain, particularly in evening and overnight hours, as well as early, proactive identification of patients during the stay who may be appropriate for the service.
Beyond falls, the remote observation program has proven its value in situations its designers did not originally anticipate: intervening in instances of visitor misconduct, identifying contraband in patient rooms, and providing an additional safety layer for staff working in lower-acuity environments. The platform’s value, it turns out, scales beyond the fall metric that justified it.
“Falls are one of our highest-volume quality events. They're not siloed to one department; they touch every part of the organization. And what we found is that by starting with remote observation and coupling it with AI, we were able to address workforce constraints in a way that actually let our highly trained people do more. We moved ten FTEs from one-on-one care to positions where they could care for more patients.”
BEYOND FALLS
A Platform for More Than Observation.
The case for virtual nursing at Bryan Health did not begin with a staffing crisis. It began with a question that the remote observation program made possible to ask: if the organization already had remote presence across the units, what additional use cases could support the bedside teams?
When virtual nursing launched in January 2026, the answer came quickly. The team fielded 375 calls per day in the first week. In just eight days, virtual nurses completed 798 dual medication checks, recovering nursing time that had previously required a second clinician to walk to the bedside for every verification. The first eight days also produced more than 2,000 flowsheet rows documented remotely and 75 post-operative monitoring sessions completed without pulling a bedside nurse from another patient. Bryan Health tracked 165 hours of wait time eliminated from dual medication sign-offs in just the first two months of utilization, projecting to an estimated 990 hours in the first year — and the virtual nursing program is only weeks old.
"The dual medication sign-off used to mean tracking down a colleague, waiting, interrupting someone mid-task. Multiply that by how often it happens on a busy med-surg unit and you start to understand how much time was just bleeding out of the day. Having the virtual nurse available for that in real time gave my staff minutes back on every shift. Those minutes add up."
The platform is also doing something harder to quantify but arguably more important: it is humanizing the work of bedside nursing. When documentation, charting, and verification tasks shift to the virtual team, bedside nurses recover time for the parts of care that require their physical presence and personal attention. Bryan Health’s clinical leaders describe the irony directly: the technology that critics feared would depersonalize care is the mechanism making nurses more present. Discharge education, in particular, has changed. Conversations that were previously rushed are now uninterrupted. Patients’ family members and designated decision-makers can be included without a bedside nurse being pulled away mid-conversation.
Virtual nurses at Bryan Health typically support up to 350 beds simultaneously, bringing tenured clinical judgment to every unit they cover. For newer bedside nurses, the virtual nurse functions as an always-available preceptor: immediate guidance on unfamiliar orders, equipment questions answered in real time, without requiring a colleague to leave their own patients.
VIRTUAL NURSING RESULTS
First Weeks on the Floor
165 hrs
wait time saved from dual medication sign-offs in first 2 months
>2,000
flowsheet rows documented in first 8 days
375/day
virtual nursing calls handled in first wee
798
dual medication checks completed in first 8 days
“We find it ironic that technology is what's humanizing the care we deliver. By separating the documentation from the bedside, our nurses can actually be present with patients in a way that was harder before. The virtual nurse handles the charting, the double checks, the phone calls. The bedside nurse gets to sit with a patient, have an actual conversation, focus on the human connection component of care.”
EVOLVING ROI
From Falls to the Full Picture.
Bryan Health’s initial ROI case centered on fall prevention. That case has been made: 40 percent fewer harmful falls, ten FTEs redeployed from one-to-one observation to floor care, and a demonstrated ability to expand observer ratios through AI-assisted coverage. The next chapter is being written now. Time savings from medication double-checks, flowsheet documentation, and discharge education are being tracked and quantified as the virtual nursing program matures. Bryan Health is mapping how those recovered hours will be reinvested into direct patient interactions, with projections suggesting a meaningful increase in patient satisfaction as that time flows back to the bedside.
AN UNEXPECTED RETURN
The Platform Solved a Problem Nobody Asked It To.
One of the more telling findings to emerge from Bryan Health’s deployment came not from a nursing unit but from radiology. By extending the Artisight platform to support patient monitoring during contrast MRI procedures at one of its facilities, Bryan Health increased radiology procedure capacity: a use case that was never part of the original business case, and one that no one set out to solve when the fall prevention program launched.
It is the kind of result that only becomes possible when an organization invests in infrastructure rather than a point solution. Once the platform is embedded in the care environment, clinical teams begin to see existing problems differently, and the same capability that watches a patient at fall risk turns out to be equally capable of watching a patient in a scanner. Bryan Health’s experience in radiology is an early indicator of how the return on virtual care infrastructure compounds: not just by doing the original job better, but by doing jobs that weren’t in the original job description.
"We made a deliberate decision to invest in infrastructure, not a point solution. That meant being patient with the rollout, being rigorous about trust-building, and being willing to let the data speak before we declared victory. What we have now is not a fall prevention program. It is a care delivery model we can build on for years."
About Bryan Health
Bryan Health is a non-profit health system headquartered in Lincoln, Nebraska, serving communities across the region through its acute care hospitals, specialty services, and affiliated care facilities. The data and outcomes represented in this case study reflect deployment at Bryan Medical Center, an entity of Bryan Health System. Bryan Health has been an Artisight partner since 2023, beginning with a remote observation deployment across general care and PCU units and expanding to a virtual care infrastructure covering nearly 350 patient rooms across both campuses. Virtual nursing launched in January 2026.
