In today’s fast-paced hospital environments, providers are asked to do more with less every day. Administrative tasks like creating the daily rounding list and communicating patient assignments to providers and care teams is extra work that no hospitalist wants to do.

But the reality is that patient assignment isn’t just a clerical task—it’s a mission-critical workflow that impacts clinical operations, provider satisfaction, and ultimately, patient outcomes. So why burden hospitalists with the assignment when it’s 2025 and there’s software available?

As hospitals face increasing patient volumes, clinician shortages, and pressure to improve throughput, the question is no longer whether to invest in automation, but which system to choose.

In this blog post, we’ll compare leading vendors in the space and make the case for why Medaptus is uniquely built for patient assignment in hospitalist teams.

The Healthcare Software Landscape: Who’s Tackling Patient Assignment?

There is a growing ecosystem of tools aimed at optimizing hospitalist workload balancing and automating patient distribution. Some are EHR-native, others are AI-powered, and a few are specifically designed for clinical operations. Many hospitalists we speak to use their EHRs to put a solution together, relying on spreadsheets or a variety of homegrown solutions. While only medaptus’ solution is specifically built for hospitalist patient assignments, other tools can be used to piecemeal a solution.

Here’s a look at some of the tools available today and some of their pros and cons.

Vendor	Primary Focus	Patient Assignment Approach	EHR Integration
Medaptus	Hospitalist assignments, census management, charge capture	Rules-based, real-time automation	✅ Live sync with major EHRs
Epic	Enterprise EHR	Manual or custom rules	✅ Native
Cerner (Oracle Health)	EHR + command center dashboards	Workflow-driven	✅ Native
Qventus	AI-driven patient flow optimization	Predictive AI/ML	✅ Epic/Cerner-ready
Hospital IQ	Capacity forecasting	Predictive assignment	✅ API-based
LeanTaaS (iQueue)	OR/ED efficiency	Resource-level optimization	⚠️ Partial
CarePort / PatientPing	Post-acute coordination	Real-time alerts	✅ ADT integration

Why Patient Assignment Needs Purpose-Built Tools

Many of these platforms support patient movement or staffing, but none were designed specifically for the daily complexity of assigning patients to hospitalists. That’s where we come into play. We know the challenges that hospitalists face and the importance of creating fair, balanced workloads. That’s why we built Assign to automate this complex process.

Medaptus: Real-Time Patient Assignment Software

Medaptus isn’t an analytics add-on or a scheduling patch—it’s a dedicated real-time patient assignment platform that ensures the right patient is matched with the right provider at the right time.

It uses:

– Customizable rules for continuity, census balancing, geography, and call schedules.

– Real-time updates triggered by ADT feeds and EHR data.

– Intuitive dashboards for provider visibility such as workload forecasting, workload balancing, and measuring KPIs like length of stay by provider

Built for Hospitalist Workflows

Medaptus is designed to solve the exact pain points of healthcare provider scheduling and hospitalist team management:

– Balancing new admissions with ongoing care responsibilities.

– Handling shift transitions, float teams, and weekend coverage.

– Automating census rebalancing across multiple rounding teams.

– Balancing continuity of care with geographic rounding

– Reward hospitalists for discharging patients instead of inadvertently penalizing them

Transparent, Fair, and Scalable

With configurable logic, providers can see why a patient was assigned, reducing disputes and building trust. It also supports scaling across hospital units or entire systems, without sacrificing local rules.

What Kind of Hospital Benefits Most from Medaptus?

Not every hospital needs AI-driven command centers. But for hospitals where daily patient assignment is a critical operational task, Medaptus offers unmatched value.

Hospitals That Benefit Most

We’ve often heard: How can you automate my patient assignment process? It’s too complex. In fact, the more complex your assignment process, the better (for Medaptus). Because that’s where our rules engine can automate things faster and smarter than what you’re currently doing by hand.

Here’s a look at some of the different institutions that are finding value with our patient assignment software:

Mid-to-Large Acute Care Hospitals

Why it’s a fit:

• Dozens of hospitalists makes it difficult to create balanced rounding lists from spreadsheets
• Frequent census shifts and high patient churn
• Complex coverage models
• Assign ensures accurate, equitable distribution of patients with minimal admin effort
• See how Northwell Health ensures continuity of care and reduces burnout with Assign

 

Academic Medical Centers

Why it’s a fit:

• Multiple service lines with attendings, residents, and APPs
• Continuity requirements for teaching teams
• We handle team-specific logic and protect teaching continuity

Multi-Hospital Health Systems

Why it’s a fit:

• Centralized operations teams
• Need for standardization across diverse facilities
• We support enterprise visibility while preserving site-level rules
• See how we helped Texas Health develop unique features for their facilities’ specific needs

 

Community Hospitals

Why it’s a fit:

• Limited admin bandwidth
• Manual assignments cause delays and frustration
• We automate assignments without IT overhead or custom scripting

Physician Groups with 10+ Hospitalists Contracted to Local Hospitals

Why it’s a fit:

• Maximize your ROI by ensuring hospitalists don’t have to do unnecessary admin work
• Reduce complaints about unfair workloads
• As your hospitalist team and contract grows, you can still reduce administrative work

The Risk of Using General Tools for Patient Assignment

While platforms like Epic, Qventus, or Hospital IQ offer powerful features, they often:

– Require IT intervention for assignment rule updates.

– Lack of transparency for providers.

– Focus on flow modeling rather than provider-level decision-making.

In contrast, Assign was designed specifically to make daily hospitalist patient assignment seamless, transparent, and real-time. By hospitalists for hospitalists.

Final Thoughts: Make Patient Assignment a Strategic Priority

If your hospital still uses manual processes or spreadsheets for patient assignment, it’s time for a smarter approach.

Medaptus brings automation, fairness, and adaptability to an essential hospital workflow—making life better for providers and care safer for patients.

Ready to modernize your patient assignment process?

Explore how Medaptus can simplify your daily operations while improving provider satisfaction and performance. Join the 500+ hospitalists who have improved their lives and book a demo here.