Clinical – Axxess – The Key to Home Healthcare Success | Home Care Software | Home Health Software | Hospice Software | Palliative Care Software | Axxess https://www.axxess.com Axxess is the leading global technology platform for healthcare at home, providing a robust ecosystem that helps more than 10,000 organizations. Thu, 20 Aug 2026 17:57:19 +0000 en-US hourly 1 https://wordpress.org/?v=7.1 https://www.axxess.com/wp-content/uploads/2026/06/favicon-axxess.svg Clinical – Axxess – The Key to Home Healthcare Success | Home Care Software | Home Health Software | Hospice Software | Palliative Care Software | Axxess https://www.axxess.com 32 32 The Three Fastest Ways Axxess intelligence® Is Paying for Itself in Home Health Right Now https://www.axxess.com/blog/hospice/the-three-fastest-ways-axxess-intelligence-is-paying-for-itself-in-home-health-right-now/ Wed, 12 Aug 2026 10:00:55 +0000 https://www.axxess.net/?p=14809

Home health organizations are under constant pressure to do more. More patients. More visits. More documentation requirements. More workforce challenges. More operational complexity.

And most organizations aren’t struggling because they lack data. They’re struggling because teams spend too much time navigating processes, tracking down information, and managing tasks that pull attention away from higher-value work.

That’s where artificial intelligence (AI) is making an immediate impact today.

Rather than requiring organizations to completely reinvent how they operate, AI can help teams work more efficiently within the workflows they already use every day. For many providers, those benefits appear faster than expected.

Here are three of the fastest ways Axxess intelligence is paying for itself in home health right now.

30 Days: Reducing the Search for Answers

Every home health organization generates vast amounts of information. Patient records, clinical documentation, policies, schedules, performance metrics, and workflow guidance all play an important role in daily operations, yet finding the right information at the right moment isn’t always easy.

Clinicians, office staff, and managers often spend valuable time searching for answers, navigating multiple screens, reviewing records, or tracking down information needed to complete a task.

Axxess intelligence helps simplify that process by making information more accessible and easier to find.

“One of the earliest benefits organizations notice is how much faster people can find information, thanks to Ask Axxess,” said Axxess Senior Vice President of Solution Delivery Shradha Aiyer. “When answers are easier to access, teams spend less time searching and more time taking action.”

The impact may seem small at first. A few minutes saved here and there rarely attracts attention. But multiplied across hundreds or thousands of employees, those efficiencies can quickly add up.

For many organizations, this is one of the first visible signs that AI is creating value: people are spending less time looking for information and more time using it.

60 Days: Keeping Visits on Track

In home health, successful care delivery depends on consistent execution.

Visits must be scheduled appropriately. Clinicians need manageable workloads. Documentation must stay current. Patients depend on care being delivered as planned.

The difficulty is that operational issues rarely appear all at once.

A scheduling challenge in one territory. A growing documentation backlog. A productivity trend affecting a small group of clinicians. Individually, these issues may seem minor. Left unchecked, they can create broader disruptions across the organization.

As organizations grow, identifying those patterns becomes increasingly difficult. Leaders often find themselves reviewing reports after a problem has already developed.

Axxess intelligence helps surface meaningful operational signals earlier. By analyzing data and identifying patterns across scheduling, productivity, documentation, and visit performance, the Axxess ecosystem provides leaders with greater visibility into where attention may be needed.

“Leaders don’t need outdated reports,” Aiyer said. “They need to understand where action is needed today. Axxess intelligence helps bring emerging issues to the surface sooner so organizations can respond before they become larger operational challenges.”

That visibility helps organizations improve visit reliability, support clinician productivity, and make more informed staffing and scheduling decisions.

By the 60-day mark, many organizations begin moving from reactive problem-solving to proactive operational management.

90 Days: Turning Operational Insights Into Financial Results

Strong financial performance in home health doesn’t happen by accident. It is often the result of hundreds of operational decisions made every day.

Visits completed on schedule. Documentation finalized on time. Efficient workflows. Appropriate staffing levels. Clear visibility into performance trends. When organizations lack insight into these activities, inefficiencies can accumulate without being immediately visible.

Small delays create rework. Workflow bottlenecks impact productivity. Missed opportunities affect reimbursement. Administrative burdens consume valuable staff time. Over time, those inefficiencies create measurable financial consequences.

Axxess intelligence helps organizations identify areas where operational improvements can have the greatest impact.

“The real opportunity isn’t simply identifying problems,” Aiyer noted. “It’s understanding where operational improvements can create meaningful results. Better visibility leads to better decisions, and better decisions strengthen both operational and financial performance.”

As organizations gain greater insight into how work is being performed, they can address obstacles sooner, improve efficiency, and support more sustainable growth.

For many organizations, this is where operational intelligence begins translating into measurable business value.

The Advantage of Acting Earlier

In healthcare, timing can matter as much as information itself. The sooner leaders can identify emerging issues, the more options they have to address them. That’s where AI is proving its value.

Rather than replacing human expertise, Axxess intelligence helps people focus their expertise where it can make the greatest impact.

For home health leaders, that means fewer surprises, faster decision-making, and greater confidence in daily operations.

The Value You Can See

The most valuable AI investments are not defined by what they might do someday. They are defined by the problems they solve today.

For many home health organizations, the fastest returns come from three areas:

  • Reducing the time spent searching for answers
  • Keeping visits on track and operations running smoothly
  • Turning operational insights into stronger financial results

With Axxess intelligence, those gains can begin within the first 30, 60, and 90 days, helping organizations improve performance while maintaining their focus on delivering exceptional patient care.

Axxess intelligence® helps home health organizations transform operational data into actionable insights that improve efficiency, strengthen performance, and support better care delivery.

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Growth Strategies for Organizations During the CMS Moratorium https://www.axxess.com/blog/hospice/growth-strategies-for-organizations-during-the-cms-moratorium/ Wed, 05 Aug 2026 12:40:12 +0000 https://www.axxess.net/?p=14883

The CMS‑mandated moratorium has created understandable concern across the care at home industry, but for existing providers the moratorium creates a rare opportunity to strengthen their position in the market and prepare for accelerated growth once enrollment reopens. With very few new organizations entering the field, leaders can use this period to refine operations, elevate care quality, and invest in tools and strategies that will set them apart in a post moratorium landscape.

Evaluating Organizational Practices and Operational Readiness

One of the most valuable opportunities leaders can lean into during this period is by taking a comprehensive look at organizational operations. Raianne Melton, Senior Director of Clinical Services for Professional Services at Axxess, advised leaders to conduct a full assessment of where they excel and where improvement is needed.

Resources like the Home Health Moratorium ebook and the Hospice Moratorium ebook provide organizations with the necessary steps and strategies to evaluate their business in its current state and identify areas for operational growth. This kind of introspection enables organizations to emerge from the moratorium stronger, more efficient, and better prepared for the future.

Performance metrics also play a critical role in shaping growth strategies. While all metrics matter, organizations should take this time to take a deeper look at patient survey responses to understand how patients and families perceive their care.

“I think that focusing on the patient engagement survey, CAHPS, is going to direct organizations in the way they need to go in terms of evaluating the services they’re providing,” said Melton.

Strengthening Brand Reputation and Referral Relationships

Leaders should also use this period to improve their brand reputation and build referral relationships.

“This is a great time to work on building a strong brand and reputation,” said Melton.

With no new organizations entering the market, leaders can focus on showcasing what makes their care services stand out and reinforce their reputation with referral partners who value reliability, excellence in compliance, and consistency.

“You’ll really want to start thinking about what features or services you provide are outstanding,” said Melton. “That will really help you build your brand reputation. For instance, a hospice or home health provider that practices Age-Friendly Care.”

Pairing high-quality patient experiences and retention with unique, innovative care services will be a powerful differentiator for organizations once the moratorium is lifted and competition resumes.

Using Technology to Enhance Compliance and Reduce Errors

Technology adoption, and more importantly, partnering with the right technology partner, plays a central role in helping organizations optimize operations during the moratorium. Leaders should look to technology partners that have designed their solutions to support compliance, streamline documentation and eliminate duplication. By adopting regulatory-compliant technology now, organizations can reduce risk and improve operational efficiency.

A technology partner that offers predictive analytics also offers organizations an advantage during this period of increased oversight. Axxess intelligence® capabilities like predicting symptom exacerbation, hospitalization risk and end-of-life risk help leaders anticipate patient needs and intervene earlier. These proactive insights strengthen care delivery, and support retention and reputation, turning this moratorium period into a solid foundation for long term growth.

“By increasing your care, you increase your reimbursement due to the service intensity add-on in hospice,” said Melton. “If you’re using these tools and you can predict who’s going to have a crisis and you’re ahead of that crisis, that’s building brand reputation.”

Axxess is committed to helping providers stay ahead of regulatory changes with timely insights, expert guidance, and the technology needed to navigate an evolving healthcare landscape.

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How Axxess intelligence® Transforms Care at Home Workflows https://www.axxess.com/blog/hospice/how-axxess-intelligence-transforms-care-at-home-workflows/ Wed, 29 Jul 2026 10:00:12 +0000 https://www.axxess.net/?p=14866

Axxess intelligence has redefined what’s possible for care at home organizations by delivering AI‑powered insights and clinical support directly inside the workflows care teams use every day.

Below are standout features and strategic workflows that showcase the power of Axxess intelligence:

1. Ask Axxess – This AI-powered intelligent search tool provides care at home organizations with centralized access to important information across the Axxess ecosystem. By consolidating data that previously required multiple screens or workflows, it helps teams work more efficiently and improve care coordination.

“Our goal is to remove blockers in the workflow,” said Damini Patel, Product Manager of Axxess intelligence. “When users have to wait on someone else to get an answer, work slows down. By giving them direct access to the information they need, we help eliminate bottlenecks and keep work moving efficiently.”

2. Care Predictor – This predictive analytics tool helps home health organizations identify patients who may be eligible for hospice or palliative care earlier in their care journey. By analyzing clinical documentation and highlighting signs of decline, it supports proactive interventions that reduce hospitalizations and improve patient outcomes.

“Patients identified by predictive care tools such as the Care Predictor, are often those showing signs of clinical decline,” said Jaime Carlson, Senior Vice President of Business Intelligence at Axxess. “While transitioning to hospice remains the patient’s choice—and not all may be ready-recognizing their higher acuity needs enables care teams to proactively adjust the plan of care. This approach helps prevent unnecessary hospitalizations and emergency room visits, which are key drivers in improving VBP scores.”

3. Discharge Function Score Dashboard – This dashboard gives organizations a clear, data‑driven view of how patients are performing against expected functional outcomes. By identifying patients at risk of decline and highlighting documentation patterns, it helps organizations strengthen care planning and protect financial performance.

“What it does is enable you to look at the active episodes and adjust your care plan accordingly,” said Carlson. “It also tells you if you’re penalized or rewarded based on the discharge episodes that have already happened.”

4. Symptom Exacerbation Prediction in Hospice Care – Axxess intelligence uses predictive analytics to identify hospice patients at risk of symptom exacerbation in the next seven days. By concentrating risk into a small, actionable subset of patients, the model helps care teams prioritize follow‑up visits and stay ahead of HOPE requirements.

“We’re not just looking at what’s happening right now,” said Phil Gigliotti, PhD, Senior Data Scientist at Axxess. “We’re leveraging patterns across time to anticipate what’s likely to happen next. That’s what enables earlier, more proactive care.”

5. OASIS Scrubber – This AI‑powered auditing tool reviews OASIS documentation for inconsistencies, coding issues, compliance risks and other factors that may impact CMS acceptance. By automatically flagging potential errors and providing a detailed audit report, it helps organizations improve documentation quality and reduce rejections.

6. Clinical Insights Tab – This tab provides organizations with a consolidated view of key clinical and billing‑period data within each patient’s chart. By surfacing these insights in one place, it helps organizations strengthen care planning, optimize visit utilization and support compliance.

7. Visit Routing – Mobile visit routing maps the most efficient route for a clinician’s daily visits based on their current location. By reducing unnecessary drive time and optimizing visit order, it helps organizations streamline operations and improve staff efficiency.

“We’ve been able to grow without adding more staff simply by making better use of our time in the field,” said Jacob Hitt, Vice President of Commercial Operations at Hometown Home Health.

8. Auto-Generated Narrative Notes – This feature uses Axxess intelligence to create complete, clinically accurate summaries by pulling key information directly from the patient’s chart. This saves clinicians time and helps organizations strengthen compliance and care quality.

“This has taken a huge burden off our clinicians,” said Hitt. “They’re able to focus more on patient care instead of spending extra hours on documentation.”

9. Payer Requires Documentation – This feature automatically compiles all required visit documentation into a single file once a claim or invoice is verified, helping organizations submit complete, compliant claims more efficiently.

10. Medicare Eligibility Summary Report – This report automatically runs eligibility checks for patients with Medicare as their primary insurance and highlights changes or issues that could affect billing. By identifying problems that could lead to claim denials, it helps organizations ensure compliance and protect revenue.

“Having visibility into eligibility upfront has helped us avoid delays and feel more confident in our billing process,” Hitt said.

Axxess intelligence is a powerful AI-driven solution that is transforming how care in the home is delivered.

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The Most Important Question AI Can Answer Today https://www.axxess.com/blog/hospice/the-most-important-question-ai-can-answer-today/ Wed, 22 Jul 2026 10:00:43 +0000 https://www.axxess.net/?p=14758

Home health leaders ask a lot of questions every day. Are we fully staffed? Are clinicians completing documentation on time? Are we on track to meet productivity goals? Will we hit our financial targets this month?

All of those questions matter. But there is one question that often reveals more about the health of an organization than any dashboard metric or monthly report:

What happens if a visit falls through today?

The answer to this question is rarely about a single missed visit. It’s about whether an organization is connected to what is actually happening in the field.

The Test Most Organizations Never Think To Run

Imagine a clinician calls off unexpectedly. A patient visit is at risk and the organization could be at more immediate risk for a LUPA. What happens next? Can the visit be reassigned immediately? Does a scheduler receive an alert? Is a manager notified? Will the patient experience a delay in care that will impact their plan of care? Could documentation, reimbursement, or compliance be affected?

For many organizations, answering those questions requires a series of phone calls, emails, text messages, and manual checks across multiple systems. By the time everyone understands what happened, the opportunity to prevent downstream disruption may already be gone.

“The issue is not the missed visit itself; unexpected changes happen every day,” explained Axxess Senior Vice President of Solution Delivery Shradha Aiyer. “The real issue is how quickly the organization can identify and respond to them.”

Visibility Is the Difference

Top-performing organizations are not necessarily the ones with the fewest disruptions. They are the ones with the most visibility.

They know when schedules change. They know when and why documentation is delayed. They know when staffing patterns create risk. Most importantly, they know about these issues while there is still time to take action.

That level of awareness becomes increasingly important as organizations grow. The more patients, clinicians, and service areas involved, the harder it becomes for managers to maintain a complete picture of what is happening through manual oversight alone.

What once felt manageable can quickly become reactive.

Where AI Changes the Equation

This is where AI begins to deliver real value. Not by replacing people. Not by making decisions for clinicians. By connecting the dots faster than humans can on their own.

“AI can continuously analyze operational data and identify patterns that might otherwise go unnoticed,” said Aiyer. “It can detect potential scheduling gaps, surface emerging risks, and highlight activities that require attention before they become larger problems.”

Instead of discovering issues after they affect patient care, organizations gain the ability to respond proactively. When a visit is at risk, leaders do not need to spend hours gathering information from multiple sources. They have visibility into what is happening and what needs attention.

“Once an issue is identified, teams need a fast and efficient way to coordinate a response,” Aiyer noted.

Secure communication tools like Axxess Connect help clinicians, schedulers, and managers stay connected in real time, making it easy to share information, communicate changes, and take action when disruptions occur.

This combination of AI-driven insights and connected communication helps organizations move from simply detecting problems to resolving them quickly.

Faster Responses Create Better Outcomes

When issues are identified earlier and teams can respond more effectively:

  • Patients experience fewer disruptions in care and improved outcomes
  • Clinicians spend less time navigating administrative obstacles
  • Managers can intervene before small problems become significant challenges
  • Revenue cycles remain more predictable
  • Teams operate with greater confidence and efficiency 

In other words, organizations spend less time reacting and more time focusing on delivering high-quality care.

A Better Question for the Future

For years, the question was, “How do we find out what happened?”

Today, AI is helping organizations ask a different question: “Now that we know what is happening, what should we do next?”

That shift changes everything. Because the organizations that perform at the highest level are not the ones that avoid every disruption. They’re the ones that can see those disruptions clearly, understand their impact, communicate effectively, and respond before they affect patients, staff, or financial performance.

The Bottom Line

The question is simple: What happens if a visit falls through today?

If the answer takes time, multiple conversations, or significant investigation, there may be a visibility gap hiding beneath the surface. The good news is that AI can help close that gap, giving leaders the visibility they need to identify risks earlier and respond before they affect patient care and outcomes.

Axxess combines AI-powered insights with connected communication tools like Axxess Connect to help home-based care organizations improve visibility, strengthen care coordination, and respond more effectively to the challenges that arise every day.

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The Three Fastest Ways Axxess intelligence® Is Paying for Itself in Hospice Right Now https://www.axxess.com/blog/hospice/the-three-fastest-ways-axxess-intelligence-is-paying-for-itself-in-hospice-right-now/ Wed, 15 Jul 2026 10:00:16 +0000 https://www.axxess.net/?p=14662

Artificial intelligence (AI) is everywhere in healthcare conversations right now. But for hospice leaders facing staffing shortages, growing administrative demands, and ongoing reimbursement pressures, the question is not whether AI is the future. It’s whether AI is delivering value today.

The answer is yes.

While long-term innovation often gets the spotlight, some of the most meaningful returns from AI happen much sooner. In fact, most hospice organizations begin seeing benefits within the first 30, 60, and 90 days, not because AI transforms everything overnight, but because it helps teams work smarter, respond faster, and reduce inefficiencies that affect daily operations.

Here are three of the fastest ways Axxess intelligence is paying for itself in hospice right now.

30 Days: Giving Time Back to Clinicians

Hospice clinicians spend their days focused on providing compassionate, end-of-life care, yet much of their time is consumed by administrative responsibilities, documentation requirements, and navigating complex workflows.

These tasks are necessary, but they can pull clinicians away from what matters most: supporting patients and families.

Axxess intelligence helps reduce that burden by making information easier to access and workflows more efficient.

“Instead of spending valuable time searching for records, reviewing documentation, or managing routine administrative tasks, clinicians can find what they need quickly and focus their attention where it belongs,” said Axxess Senior Vice President of Solution Delivery Shradha Aiyer.

Even small time-savings can add up across an organization. When every nurse, social worker, chaplain, and care team member saves a few minutes each day, the cumulative impact can be significant.

The result is often one of the first signs of AI’s value: less administrative friction and more time available for patient care.

60 Days: Improving Visibility and Care Coordination

Hospice care depends on coordination.

Clinical teams, office staff, and leadership must work together to ensure patients receive the right care at the right time. When information gets delayed or communication breaks down, even small issues can quickly become larger operational challenges.

The difficulty is that many organizations are managing growing volumes of data across multiple locations, care teams, and service areas. Identifying potential issues manually becomes increasingly difficult as organizations scale.

“This is where Axxess intelligence begins to create a different kind of value,” said Aiyer.

By analyzing data and surfacing patterns, Axxess intelligence helps organizations identify documentation delays, workflow bottlenecks, productivity trends, and other operational risks before they become larger problems.

“Rather than relying entirely on hindsight, leaders gain greater visibility into what is happening across their organization in real time and even ahead of time,” Aiyer said.

That visibility enables teams to address issues earlier, make more informed decisions, and improve coordination across departments.

By the 60-day mark, many organizations find that Axxess intelligence is helping them move from reactive management to proactive leadership.

90 Days: Protecting Financial Performance

Unlike many other healthcare sectors, hospice organizations operate within a fixed reimbursement environment.

That means financial performance is often influenced less by generating additional revenue and more by improving efficiency, reducing waste, and optimizing operations. Small inefficiencies have a way of adding up.

Delayed documentation. Administrative rework. Missed follow-up tasks. Workflow bottlenecks. Time spent chasing information across multiple systems. Individually, these issues may seem manageable. Collectively, they impact operational performance and place additional strain on already stretched teams.

“Axxess intelligence helps organizations uncover opportunities to streamline processes, improve visibility, and support more efficient decision-making,” Aiyer said. “The goal is not to replace human expertise. It is to help teams spend less time navigating inefficiencies and more time focusing on high-value work.”

Over time, those improvements can contribute to stronger margins, greater organizational stability, and a better experience for both staff and patients.

The Common Thread: Better Decisions

One of the biggest misconceptions about AI is that its primary purpose is automation. In reality, its greatest value often comes from helping people make better decisions. AI does not replace clinical judgment. It supports it.

It does not replace operational leadership. It helps leaders focus their attention on the issues that matter most.

And it does not replace the human connection that defines hospice care. Instead, it helps reduce administrative burdens so clinicians can spend more time delivering that care.

At its best, AI serves as a force multiplier, helping organizations do more with the resources they already have.

The Bottom Line

Hospice leaders are under constant pressure to balance exceptional patient care with operational efficiency.

That is why the most impactful AI investments are not measured by future possibilities. They are measured by the value they create today.

For many organizations, the fastest returns come from three areas:

  • Giving time back to clinicians
  • Improving visibility and care coordination
  • Protecting financial performance

With Axxess intelligence, those gains can begin within the first 30, 60, and 90 days, creating momentum that supports both organizational sustainability and exceptional patient care.

Axxess intelligence® helps hospice organizations transform data into actionable insights that improve efficiency, strengthen care coordination, and support better care for patients, families, and staff.

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Predicting Symptom Exacerbation in Hospice Care Using Axxess intelligence® https://www.axxess.com/blog/hospice/predicting-symptom-exacerbation-in-hospice-care-using-axxess-intelligence/ Wed, 24 Jun 2026 10:00:00 +0000 https://www.axxess.net/?p=14605

In hospice care, there’s little margin for missed signals. When a patient’s condition changes, timely intervention can mean the difference between comfort and crisis.

That challenge is compounded by increasing regulatory complexity. With the introduction of Hospice Outcomes and Patient Evaluation (HOPE) requirements, clinicians must consistently assess and document eight key symptoms, including pain, shortness of breath, anxiety, and gastrointestinal issues. When symptoms escalate, follow-up visits are required, adding pressure to already limited clinical resources.

The challenge is clear: How do you know which patients are most likely to need immediate attention?

A new Axxess white paper examines how predictive analytics can help clinicians identify patients at risk for symptom exacerbation before it occurs.

“Identifying when symptoms are worsening and require fast action is critical,” explained Axxess Senior Data Scientist Phil Gigliotti, PhD. “The goal is to help clinicians focus their attention where it matters most.”

Moving From Reactive to Predictive Care

Traditionally, hospice providers rely on broad monitoring strategies to identify symptom changes. While effective in some cases, this approach can lead to inefficiencies, especially when patient symptom burden increases gradually in any given week.

To address this, Axxess developed a predictive model powered by Axxess intelligence designed to identify patients at high risk for severe symptom exacerbation in the next seven days.

Using hundreds of patient-specific data points, the model analyzes historical patterns to generate a forward-looking risk score. These predictions are updated nightly, giving care teams a continuously refreshed view of where intervention may be needed next.

“We’re not just looking at what’s happening right now,” Gigliotti said. “We’re leveraging patterns across time to anticipate what’s likely to happen next. That’s what enables earlier, more proactive care.”

What the Data Reveals

To evaluate performance, the model was tested across rolling seven-day windows throughout May 2026.

The results highlight just how difficult symptom exacerbation is to predict. These events occur in a small group of patients each week, yet the model is able to concentrate risk into an even smaller, more actionable subset.

That means clinicians aren’t spreading attention across the entire population; they’re focusing on a narrow group where the likelihood of a flare is meaningfully higher.

“When we concentrate risk into a select group, the probability shifts in a meaningful way,” Gigliotti explained. “Instead of guessing across the entire patient population, clinicians can focus on a subset where the likelihood of an event is significantly higher.”

That improvement is reflected in the model’s 11x lift, increasing the likelihood of identifying a true case of symptom exacerbation more than elevenfold compared to random selection.

Why Performance Transparency Matters

Predictive accuracy is only part of the equation. Equally important is helping clinicians understand how much confidence to place in those predictions.

Axxess intelligence addresses this with built-in transparency, surfacing key performance metrics (including recall, precision, and lift) directly within the dashboard.

“Trust is critical when you’re introducing predictive analytics into clinical workflows,” Gigliotti noted. “By showing exactly how the model is performing, we’re giving clinicians the context they need to make informed decisions.”

This transparency enables providers to:

  • Quantify uncertainty in real time
  • Better interpret risk scores
  • Integrate predictions into clinical judgment with greater confidence

Rather than relying on “black box” outputs, clinicians gain clear, measurable insight into how the model is performing and where it adds value.

What This Means for Hospice Providers

Even small gains in early identification can have a significant impact, especially when dealing with high-stakes events.

By narrowing the focus to less than 4% of patients, the model enables:

  • More proactive symptom management
  • Better prioritization of follow-up visits
  • Improved allocation of clinician time and resources
  • Stronger alignment with HOPE compliance requirements

“The real value isn’t just in predicting events,” Gigliotti said. “It’s in enabling earlier, more targeted intervention that improves both patient experience and operational efficiency.”

A Smarter Approach to Symptom Management

As hospice providers face increasing demands, the ability to anticipate patient needs, rather than react to them, is essential.

Predicting symptom exacerbation helps hospice teams move beyond reactive care, prioritizing high-risk patients, staying ahead of HOPE requirements, and intervening before crises occur.

With Axxess intelligence, hospice providers can shift from broad, reactive workflows to precise, data-driven strategies, improving outcomes while optimizing operations.

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