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 小猪视频 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.

小猪视频 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 小猪视频,” said 小猪视频 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.

小猪视频 intelligence helps surface meaningful operational signals earlier. By analyzing data and identifying patterns across scheduling, productivity, documentation, and visit performance, the 小猪视频 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. 小猪视频 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.

小猪视频 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, 小猪视频 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 小猪视频 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.

小猪视频 intelligence庐 helps home health organizations transform operational data into actionable insights that improve efficiency, strengthen performance, and support better care delivery.

The CMS鈥憁andated 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 小猪视频, advised leaders to conduct a full assessment of where they excel and where improvement is needed.

Resources like the and the 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.

鈥淚 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鈥檙e providing,鈥� said Melton.

Strengthening Brand Reputation and Referral Relationships

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

鈥淭his is a great time to work on building a strong brand and reputation,鈥� 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.

鈥淵ou鈥檒l really want to start thinking about what features or services you provide are outstanding,鈥� said Melton. 鈥淭hat will really help you build your brand reputation. For instance, a hospice or home health provider that practices Age-Friendly Care.鈥�

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. 小猪视频 intelligence庐 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.

鈥淏y increasing your care, you increase your reimbursement due to the service intensity add-on in hospice,鈥� said Melton. 鈥淚f you鈥檙e using these tools and you can predict who鈥檚 going to have a crisis and you鈥檙e ahead of that crisis, that鈥檚 building brand reputation.鈥�

小猪视频 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.

小猪视频 intelligence has redefined what鈥檚 possible for care at home organizations by delivering AI鈥憄owered 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 小猪视频 intelligence:

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

鈥淥ur goal is to remove blockers in the workflow,鈥� said Damini Patel, Product Manager of 小猪视频 intelligence. 鈥淲hen 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.鈥�

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.

鈥淧atients identified by predictive care tools such as the Care Predictor, are often those showing signs of clinical decline,鈥� said Jaime Carlson, Senior Vice President of Business Intelligence at 小猪视频. 鈥淲hile transitioning to hospice remains the patient鈥檚 choice鈥攁nd 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.鈥�

3. Discharge Function Score Dashboard 鈥� This dashboard gives organizations a clear, data鈥慸riven 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.

鈥淲hat it does is enable you to look at the active episodes and adjust your care plan accordingly,鈥� said Carlson. 鈥淚t also tells you if you鈥檙e penalized or rewarded based on the discharge episodes that have already happened.鈥�

4. Symptom Exacerbation Prediction in Hospice Care – 小猪视频 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鈥憉p visits and stay ahead of HOPE requirements.

鈥淲e鈥檙e not just looking at what鈥檚 happening right now,鈥� said Phil Gigliotti, PhD, Senior Data Scientist at 小猪视频. 鈥淲e鈥檙e leveraging patterns across time to anticipate what鈥檚 likely to happen next. That鈥檚 what enables earlier, more proactive care.鈥�

5. OASIS Scrubber – This AI鈥憄owered 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鈥憄eriod data within each patient鈥檚 chart. By surfacing these insights in one place, it helps organizations strengthen care planning, optimize visit utilization and support compliance.

7. Visit Routing 鈥� Mobile visit routing maps the most efficient route for a clinician鈥檚 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.

鈥淲e鈥檝e been able to grow without adding more staff simply by making better use of our time in the field,鈥� said Jacob Hitt, Vice President of Commercial Operations at Hometown Home Health.

8. Auto-Generated Narrative Notes 鈥� This feature uses 小猪视频 intelligence to create complete, clinically accurate summaries by pulling key information directly from the patient鈥檚 chart. This saves clinicians time and helps organizations strengthen compliance and care quality.

鈥淭his has taken a huge burden off our clinicians,鈥� said Hitt. 鈥淭hey鈥檙e able to focus more on patient care instead of spending extra hours on documentation.鈥�

9. Payer Requires Documentation 鈥� 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 鈥� 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.

鈥淗aving visibility into eligibility upfront has helped us avoid delays and feel more confident in our billing process,鈥� Hitt said.

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

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.

鈥淭he issue is not the missed visit itself; unexpected changes happen every day,鈥� explained 小猪视频 Senior Vice President of Solution Delivery Shradha Aiyer. 鈥淭he real issue is how quickly the organization can identify and respond to them.鈥�

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.

鈥淎I can continuously analyze operational data and identify patterns that might otherwise go unnoticed,鈥� said Aiyer. 鈥淚t can detect potential scheduling gaps, surface emerging risks, and highlight activities that require attention before they become larger problems.鈥�

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.

鈥淥nce an issue is identified, teams need a fast and efficient way to coordinate a response,鈥� Aiyer noted.

Secure communication tools like 小猪视频 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.

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

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 小猪视频 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.

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

鈥淚nstead 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,鈥� said 小猪视频 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.

鈥淭his is where 小猪视频 intelligence begins to create a different kind of value,鈥� said Aiyer.

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

鈥淩ather than relying entirely on hindsight, leaders gain greater visibility into what is happening across their organization in real time and even ahead of time,鈥� 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 小猪视频 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.

鈥溞≈硎悠� intelligence helps organizations uncover opportunities to streamline processes, improve visibility, and support more efficient decision-making,鈥� Aiyer said. 鈥淭he 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.鈥�

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

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

Hospice providers are facing growing complexity in today鈥檚 care environment, shaped by tighter oversight and evolving requirements. With the current in effect nationwide and increased audit scrutiny from CMS amid a broader fraud crackdown, providers must meet higher expectations for documentation accuracy, reporting, and billing integrity. For organizations committed to delivering high-quality care, these pressures can disrupt workflows, strain teams, and elevate the risk of compliance gaps.

A new case study highlights how one provider is using 小猪视频 Hospice to stay ahead of these demands while maintaining a strong focus on patients and families.

Supporting Growth Without Compromising Care

Cardinal Hospice Care, a North Carolina-based provider with more than 25 years of experience, has sustained steady growth while navigating complex regulatory change. Serving a growing census of more than 300 patients, the organization has continued to deliver dependable, patient-centered care powered by strong processes and a highly trained team.

According to Tina Pell, Vice President of Hospice, consistency has been key to their success.

鈥淚n both 2025 and into 2026, we鈥檝e experienced steady and continual growth in our average daily census while operating on 小猪视频 Hospice,鈥� said Pell. 鈥淭hat level of consistency is especially meaningful in hospice, where so much depends on the strength of our internal processes and the ability of our staff to work efficiently and confidently.鈥�

Turning Complexity Into Clarity With 小猪视频 Hospice

Regulatory changes can introduce risk, especially when requirements shift across reporting, licensure, and billing. Cardinal Hospice Care took a structured, collaborative approach to these challenges, combining internal education with a close partnership with 小猪视频.

鈥淩ather than simply trying to 鈥榤ake it work鈥� on our own, we partnered closely with 小猪视频 to build a process that not only ensured compliance but gave us a repeatable workflow,鈥� Pell said.

小猪视频 worked alongside Cardinal Hospice Care to establish clear workflows, provide process documentation, and support data collection while automated reporting capabilities were developed. This approach helped the organization maintain accuracy and continuity, even during periods of regulatory transition.

Reducing Administrative Burden and Improving Efficiency

One of the most immediate impacts that 小猪视频 Hospice had for Cardinal Hospice Care was a reduction in administrative strain. With structured workflows and advanced reporting capabilities, teams were able to shift their focus back to patient care.

鈥淧airing 小猪视频 best practices with our internal training efforts has paid off in smoother workflows, fewer administrative burdens, and more time focused on patients and families,鈥� said Pell.

Before these enhancements, pulling required data could be time-consuming and prone to error. With 小猪视频 support and automation, those challenges were resolved, creating a more reliable and efficient operational model.

A True Partnership That Drives Better Outcomes

What sets 小猪视频 apart is its partnership approach. From biweekly working sessions to ongoing stakeholder alignment, 小猪视频 collaborates closely with providers to ensure solutions are practical, scalable, and sustainable.

鈥淭hey don鈥檛 just give us software; they work alongside us to understand what we need and then help build the processes and tools that make compliance and reporting manageable,鈥� said Pell.

In a care environment that continues to evolve, adaptability is essential. 小猪视频 Hospice enables providers to respond to change with confidence, supported by technology, expertise, and a partner invested in long-term success.

鈥溞≈硎悠� plays an important role in helping us stay adaptable in an increasingly complex care environment,鈥� said Pell.

Read the full case study to see how Cardinal Hospice Care is strengthening operations, maintaining compliance, and enhancing patient experiences with 小猪视频 Hospice.

Contact 小猪视频 to learn how 小猪视频 Hospice can support your organization.

In hospice care, there鈥檚 little margin for missed signals. When a patient鈥檚 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 小猪视频 white paper examines how predictive analytics can help clinicians identify patients at risk for symptom exacerbation before it occurs.

鈥淚dentifying when symptoms are worsening and require fast action is critical,鈥� explained 小猪视频 Senior Data Scientist Phil Gigliotti, PhD. 鈥淭he goal is to help clinicians focus their attention where it matters most.鈥�

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, 小猪视频 developed a predictive model powered by 小猪视频 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.

鈥淲e鈥檙e not just looking at what鈥檚 happening right now,鈥� Gigliotti said. 鈥淲e鈥檙e leveraging patterns across time to anticipate what鈥檚 likely to happen next. That鈥檚 what enables earlier, more proactive care.鈥�

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鈥檛 spreading attention across the entire population; they鈥檙e focusing on a narrow group where the likelihood of a flare is meaningfully higher.

鈥淲hen we concentrate risk into a select group, the probability shifts in a meaningful way,鈥� Gigliotti explained. 鈥淚nstead of guessing across the entire patient population, clinicians can focus on a subset where the likelihood of an event is significantly higher.鈥�

That improvement is reflected in the model鈥檚 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.

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

鈥淭rust is critical when you鈥檙e introducing predictive analytics into clinical workflows,鈥� Gigliotti noted. 鈥淏y showing exactly how the model is performing, we鈥檙e giving clinicians the context they need to make informed decisions.鈥�

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 鈥渂lack box鈥� 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

鈥淭he real value isn鈥檛 just in predicting events,鈥� Gigliotti said. 鈥淚t鈥檚 in enabling earlier, more targeted intervention that improves both patient experience and operational efficiency.鈥�

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

小猪视频 Director of Hospice Sales Wendy Amerson has built her career at the intersection of clinical operations, compliance, and technology, helping hospice organizations navigate complexity and emerge stronger, more scalable, and better equipped to serve patients.

, Wendy is known for turning regulatory change into operational clarity and translating real-world provider needs into smarter systems and workflows.

The 小猪视频 communications team sat down with Wendy to talk about where care in the home is headed and what providers should be thinking about next.

Q: What excites you the most about the future of care in the home?

Wendy:
What excites me most is how much more connected and informed care in the home is becoming. We鈥檙e reaching a point where technology can actually support clinical decision-making in real time, instead of just capturing information after the fact. That opens the door to more proactive, personalized care, where clinicians can intervene earlier and make more confident decisions in the moment.

At the same time, there鈥檚 a real opportunity to strengthen the human side of care. When technology reduces administrative burden and removes friction from the day, clinicians can focus more on their patients and less on their screens. That balance, where innovation enhances rather than replaces the human connection, is where I think we鈥檒l see the most meaningful progress.

Takeaway:
The future of home-based care is more connected, proactive, and human-centered.

Q: What are you challenging about the future of care in the home?

Wendy:
One of the biggest things I challenge is the idea that care in the home can鈥檛 be as sophisticated or as coordinated as care delivered in traditional settings. There鈥檚 still a perception that home-based care is inherently limited, when in reality, with the right systems and processes in place, it can be incredibly dynamic, responsive, and high-quality.

I also challenge the belief that more technology automatically means better outcomes. Technology should support clinicians, not complicate their work. If it adds steps or creates confusion, it鈥檚 not solving the right problem. The focus has to stay on how we make care delivery more intuitive and sustainable for the people providing it.

And finally, I think we have to move away from the mindset that existing workflows are fixed. Just because something has always been done a certain way doesn鈥檛 mean it鈥檚 still the best way. The future of care in the home depends on our willingness to rethink those assumptions and design models that better reflect how care is actually delivered today.

Takeaway:
Progress in home-based care starts with challenging outdated assumptions about what鈥檚 possible and how care should be delivered.

Q: How can providers and the industry prepare for what鈥檚 ahead?

Wendy:
Preparation for what鈥檚 ahead starts with a willingness to challenge and rethink long-standing processes. The organizations that are going to be successful aren鈥檛 the ones that simply layer new tools onto existing workflows; they鈥檙e the ones that step back and ask, 鈥淚s this still the best way to do this?鈥�

The future will also require stronger alignment across teams. Clinical, operational, and technology leaders need to be working more closely than ever. When those groups are aligned around a shared vision, decisions are clearer, implementations are smoother, and the outcomes are stronger across the board.

There鈥檚 also a mindset component. We have to be open to change, but intentional about it. Not every new tool or trend is the right fit, but when organizations identify the ones that truly support clinicians and improve care delivery, adopting them early and thoughtfully can create a meaningful advantage.

At the end of the day, preparing for the future of care in the home means staying grounded in what matters most: delivering high-quality, compassionate care while being willing to evolve how we get there.

Takeaway:
Preparation requires challenging assumptions, aligning teams, and evolving how care is delivered.

Final Reflection

Wendy鈥檚 perspective reflects a broader evolution in home-based care: one defined not just by innovation, but by intentional change. As the industry transforms, leaders like Wendy are challenging assumptions, rethinking workflows, and helping organizations build models that better support both clinicians and patients.

At 小猪视频, that same focus comes to life through technology designed to simplify workflows and better support care delivery in the real world.

If you ask a nurse what they want most from their software, they鈥檙e probably not going to say, 鈥渁 robust reporting dashboard with customizable filters.鈥� They might say, 鈥淪top making me click 14 times to document one thing鈥� or 鈥淧lease don鈥檛 make my after鈥慼ours charting worse.鈥�

No one loves extra logins, buried features, or workflows that feel harder than the care itself. What nurses do appreciate is technology that stays out of the way: tools that reduce friction instead of adding to it.

The truth? Clinician satisfaction rarely hinges on massive system overhauls. It鈥檚 the small, undervalued workflow fixes that restore sanity and help nurses focus on patients, not software.

Here are five workflow fixes that quietly make a big difference:

1. Less Clicking, More Doing

One of the most powerful workflow improvements is also one of the simplest: reduce unnecessary taps, fields, and screens.

Nurses don鈥檛 have time for digital obstacle courses. When a system anticipates what they need and eliminates redundant steps, it gives them minutes back during every visit, and hours back over the course of a week.

鈥淓very extra click is a point of friction,鈥� said 小猪视频 Senior Vice President of Solution Delivery Shradha Aiyer. 鈥淲hen we design workflows, we鈥檙e constantly asking: can we remove a step, or make this decision for the user based on what we already know?鈥�

Small changes can have an outsized impact, such as:

• Auto鈥憄opulated fields based on prior visits
• Suggested documentation pathways that match the visit type
• Visit note validations that guide clinicians to complete required fields 
• Removing duplicate or unnecessary checkboxes

Clinician鈥慺irst forms reduce noise and make it possible to finish documentation in the home instead of late at night. When nurses feel like the software respects their time, trust builds quickly.

2. Smart Defaults That Actually Make Sense

Another underrated fix is something nurses notice immediately, even if they don鈥檛 name it outright: smart defaults.

Pre鈥慺illing the most logical values for common tasks reduces both cognitive load and documentation errors. Nurses make hundreds of decisions each day, and software that forces them to re鈥憇elect the obvious every single time only adds to mental fatigue.

鈥淔or us, smart defaults are about reducing decision fatigue,鈥� Aiyer said. 鈥淚f a clinician is performing a routine visit, the system should already be aligned with that reality instead of asking them to start from scratch.鈥�

For example, if a nurse is completing a routine skilled nursing visit, the visit type shouldn鈥檛 require searching through a long drop-down list. It should already be there. These seemingly small decisions speed up workflows and enable clinicians to stay focused on care, not configuration.

Thoughtful defaults also improve consistency and accuracy, which benefits not just nurses, but clinical leadership and quality teams as well.

3. Streamlined Communication (No More 鈥淒id You See My Note?鈥�)

When communication happens outside the workflow, things get missed. Nurses end up charting in one place, texting in another, and making follow鈥憉p phone calls just to confirm that someone saw an update.

Integrated communication changes that dynamic entirely.

鈥淲hen communication lives inside the clinical workflow, it removes guesswork,鈥� Aiyer said. 鈥淐linicians shouldn鈥檛 have to chase information; it should follow the patient and be visible in the moment they need it.鈥�

When notes, messages, and updates live in the same system as clinical documentation, care coordination becomes clearer and far less stressful. Nurses can communicate critical information in context, without juggling tools or duplicating effort.

The result is fewer interruptions, less uncertainty, and better continuity across the care team, especially in fast鈥憁oving home鈥慴ased care environments.

4. Mobile Features That Work the First Time

Today鈥檚 clinicians expect mobile experiences to behave like the apps they use in every other part of life. If they can bank, shop, and book travel from their phone with ease, documentation should work just as smoothly.

A truly effective mobile app doesn鈥檛 require a training manual. It follows familiar patterns (tap, swipe, complete) and works reliably in real鈥憌orld conditions.

鈥淥ur goal is for a nurse to pick up the app and intuitively know what to do next,鈥� said Aiyer. 鈥淚f they have to stop and figure it out, we鈥檝e already introduced friction into their day.鈥�

When mobile tools are intuitive and stable, nurses can document as they go instead of waiting until they鈥檙e back in the car or at home. That not only improves efficiency; it reduces frustration and burnout.

5. Little Time Savers That Add Up

Finally, there are the tiny conveniences nurses consistently rave about, the features that signal, 鈥淪omeone actually thought about my day.鈥�

Things like:

• Offline mode that truly works in low鈥慶onnectivity areas
• Mobile visit routing that optimizes clinician schedules and reduces unnecessary drive time based on real鈥憈ime location and visit status
• Simple photo uploads for wound care documentation

鈥淚t鈥檚 often the seemingly small features that make the biggest difference,鈥� Aiyer said. 鈥淲hen you remove those daily frustrations, clinicians feel it immediately.鈥�

Individually, these features might seem minor. Together, they remove constant sources of friction from daily work. Over time, those saved moments add up to a noticeably better experience.

The Bottom Line

When clinicians feel like their software was built for them instead of at them, everything improves: documentation quality, job satisfaction, retention, and ultimately, patient care.

鈥淭he details matter,鈥� Aiyer said. 鈥淲hen you design with clinicians in mind at every step, you create an experience that supports them, not one they have to work around.鈥�

The most meaningful workflow wins don鈥檛 always come from major system changes. They come from thoughtful, clinician鈥慺irst design decisions, the ones that quietly make nurses鈥� days easier, visit by visit.

The 小猪视频 ecosystem is built on clinician鈥慺irst details: small, thoughtful design choices that collectively create calmer days, cleaner documentation, and better care outcomes.

For home healthcare organizations, achieving high quality scores isn鈥檛 just another accolade, it鈥檚 a powerful business differentiator and a critical driver of long term sustainability. The path to becoming a five-star organization begins with building workflows where quality is visible, measurable, and consistently actionable. Across the care at home industry, high-performing organizations have shown that with the right technology partner, it鈥檚 possible to transform quality performance and elevate the business to five-star status.

础虫虫别蝉蝉鈥� integrated workflows, reporting tools and real-time insights are designed precisely for that purpose, giving organizations the ability to improve quality scores faster, more consistently, and more sustainably.

Turning Data Into Quality Action

One of the biggest barriers to quality improvement is the gap between data and action. Many organizations have the data, but not the clarity or operational workflow support needed to use it effectively and turn it into meaningful action.

For Professional Home Care Associates (PHCA), an organization with a census of more than 160 patients and who recently advanced from a four-star Home Health Consumer Assessment of Healthcare Providers and Systems (HHCAHPS) survey rating to achieving consistent five-star ratings, the ability to turn data into action was a key component to their success.

鈥溞≈硎悠� helped us move from intuition to precision,鈥� said PHCA Administrator Mary Rice. 鈥淭he 小猪视频 ecosystem gives us access to the right insights at the right time, and the partnership ensures we know how to act on them.鈥�

Through the 小猪视频 CAHPS Portal, 小猪视频 PDGM Center, and 小猪视频 Business Intelligence dashboards, PHCA increased their visibility into communication trends, timeliness of care and the overall patient experience. Instead of waiting for quarterly reports, they used 础虫虫别蝉蝉鈥� reporting tools to see immediate results.

鈥溞≈硎悠�’ clear reporting tools and consistent support enabled PHCA to educate staff more effectively, quickly address documentation challenges, and build a culture of continuous improvement,鈥� said Rice.

This shift from reactive to proactive was foundational in their approach to obtaining five-star status and earned them the Excellence in Patient Care Award at 小猪视频 2026.

Real-Time Quality Oversight Across Every Branch

For organizations with multiple locations, achieving consistent quality across the entire organization can often feel out of reach, but with the right partner, quality oversight becomes not only possible, it becomes scalable and sustainable across dozens of locations.

Interim HealthCare Great Lakes, an organization with 43 locations across five states, developing strategies to unify their quality oversight was critical to their success.

鈥淥ur quality leadership relied heavily on the QAPI Executive Dashboard because it consolidates everything鈥攃linical indicators, operational trends, and quality measures鈥攊nto one central, easy-to-interpret view,鈥� said Interim HealthCare Great Lakes Owner and CEO Steven Alessandro.

鈥淪imilarly, the 小猪视频 CAHPS Portal helped us overcome the challenge of delayed or limited insight into patient feedback,鈥� said Alessandro.

Interim HealthCare Great Lakes鈥� increased visibility enabled them to sustain strong value-based purchasing (VBP) performance and high CAHPS scores across multiple states and service lines. This level of consistency ultimately earned them the Culture of Integrity Award at 小猪视频 2026, demonstrating that when quality is visible, it becomes more manageable and can lead to lasting success.

A Five-Star Future Starts With the Right Partner

When organizations have the right tools, delivering exceptional care becomes a reliable standard rather than an aspirational goal. With the 小猪视频 platform, organizations gain the clarity and structure needed to consistently achieve and sustain five-star performance.

To learn more about the 小猪视频 ecosystem, click here.