Pilots Don’t Help Patients. Results Do.

Pilots Don’t Help Patients. Results Do.

Most health systems don’t need another AI demo. They already have tools sitting in pilots, promising results that never make it to the rest of the organization.

The HIMSS26 Top Trends report says this plainly. After the Views from the Top sessions with providers, payers, and policymakers, the takeaway wasn’t a new technology. It was a gap: healthcare has plenty of innovation, and too little of it gets implemented at scale.

The report closes with a line worth repeating: “Innovation is no longer the differentiator. Execution is.”

We agree. Here is what execution looks like in patient access and engagement, with real numbers from Zappix clients.

What HIMSS26 found

Three findings from the report matter most for anyone running patient access or operations.

Implementation is the bottleneck. Organizations are spending heavily on AI and automation, but many solutions stay stuck in pilots or single use cases. The report argues the barrier is usually organizational, not technical. Louisiana’s Secretary of Health, Bruce Greenstein, asked, “Why do we have this incredible technology on the shelf today, but we’re not deploying it to save lives?”

System pressure is changing how technology gets judged. Demand is rising, staff are scarce, and administrative work accounts for roughly 25 to 30% of US healthcare spending. HIMSS CEO Hal Wolf summed it up: “We are faced with increasing demand for care, and a shrinking workforce to deliver it.” As a result, leaders now favor tools that can be implemented quickly, fit existing workflows, and show measurable impact soon.

AI works when it starts with a defined problem. Leaders from the AMA and Mayo Clinic said successful deployments are built with frontline input, fit into existing workflows, and target a clearly defined problem. Tools that start with the technology instead of the problem tend to stall.

Built for implementation, not pilots

Zappix was designed around the problem HIMSS describes. We don’t hand clients a toolkit and a project plan. We deliver outcomes as a service: we design, we build, we deploy, and we continuously improve. In most projects that load lands on the client. Our model moves it to us, with one Zappix team owning the work from kickoff through results.

In practice, that means:

  • Live in 4 to 6 weeks. Zappix runs a structured process from use case selection through patient journey design, integration, testing, and launch.
  • Minimal client effort. On average, clients spend less than 50 hours of their own time during the project. For teams already stretched thin, that matters.
  • No disruption to existing workflows. Zappix works as an overlay on the systems a health system already uses. It is available on Epic Connection Hub, and it also supports file-based integration when real-time API costs are a barrier.
  • Same day updates. When a clinic changes hours, adds a procedure, or updates instructions, Zappix updates the patient experience quickly instead of waiting for a release cycle.

Each of these answers a finding from the report: speed to value, low burden on staff, and fit with existing workflows.

The results: defined problems, measured outcomes

The HIMSS advice to start with a clearly defined problem is how Zappix scopes every engagement. Each result below started as a specific operational problem with a number attached.

Problem: patients not showing up. Missed appointments leave clinical capacity unused and revenue unrecovered. Zappix replaced text-only reminders with visual, multi-touch reminders and confirmations that let patients confirm, reschedule, or get directions in a few taps. At one health system, no-shows fell from 15% to 5% over 12 months, worth about $1.65 million. Across clients, Zappix has cut no-shows by more than half.

Problem: late cancellations. A slot cancelled the day before is almost impossible to refill. By making rescheduling easy and timely, Zappix helped one client bring late cancellations down from 15% to 2%, worth about $1.93 million.

Problem: referral leakage. Patients get a referral and never book. Zappix automated follow-up for referred patients who hadn’t scheduled, with a short sequence of messages that link straight to self-scheduling. Booked referrals went from 33% to 65%, adding roughly 30,000 booked appointments.

Problem: an overloaded access center. Too many calls, not enough staff. Zappix AI self-service handles scheduling, rescheduling, directions, intake, and FAQs by voice and on screen at the same time. Our clients see 75%+ containment on self-service calls, twice the booked appointments, and thousands of staff hours saved.

Problem: paper instructions nobody reads. Prep instructions for procedures like colonoscopies often arrive as a dense printed page. Zappix turned them into a timed, visual journey on the patient’s phone, from booking through the day of the procedure and follow-up. The move from paper to digital took days, not months.

Problem: feedback that comes too late. Zappix digital surveys go out by text, email, QR code, or in the call itself. One client reached a 41% survey response rate and earned 288 five-star Google reviews.

ProblemResult
No-shows15% to 5% in 12 months (about $1.65M)
Late cancellations15% to 2% (about $1.93M)
Referral conversion33% to 65% (about 30,000 more booked appointments)
Access center volume75%+ containment, 2x booked appointments
Patient feedback41% survey response, 288 five-star reviews

Every one of these is a live deployment, and everyone kept improving after launch.

Why the results hold up

Launching is the easy part. The HIMSS report stresses that value comes from what can be sustained at scale, and that is where most pilots fall apart.

Zappix keeps working after go-live. The Zappix analytics suite shows where patients drop off in each journey, which messages get a response, and which calls still reach an agent. Zappix uses that data to adjust timing, wording, and flows on a regular basis, without asking the client’s IT team to rebuild anything.

That approach has been refined across more than 60 active brands in healthcare, the public sector, retail, and financial services. Each deployment makes the next one better.

Questions to ask before your next pilot

The HIMSS report ends with a call for leaders to treat implementation as a core function. Before approving another pilot, ask any vendor, including us:

  1. What specific problem does this solve, and what number will change?
  2. How long until it is live for patients, not just in a test environment?
  3. How many hours will my team need to put in?
  4. Does it fit the systems and workflows we already use?
  5. Who owns the result after launch, and how often is it improved?

If the answers are vague, the pilot will probably stay a pilot.

Execution is the differentiator

Healthcare doesn’t need more promising technology. It needs technology that shows up in the numbers: fewer empty slots, more referrals booked, shorter queues, and patients who arrive prepared.

That is the standard Zappix holds itself to. If you want to see what it looks like in your organization, have a conversation with our team. We’ll pick one measurable outcome together and show you how Zappix can deliver it in the next 90 days.

Sources: HIMSS, “Top Trends of HIMSS26: From Innovation to Impact, What Healthcare Leaders Must Do Next.”