# Best Healthcare Analytics Software - Page 3

## How Many Healthcare Analytics Software Products Does G2 Track?

**Total Products under this Category:** 202

### Category Stats (Jul 2026)

- **Average Rating:** 4.25/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Olio (+3.19%) - Among all products in this category, Olio recorded the largest rating increase compared to last month

_Last updated: July 26, 2026_

## How Does G2 Rank Healthcare Analytics Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 1,000+ Authentic Reviews
- 202+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Healthcare Analytics Software
 ![G2 Grid® for Healthcare Analytics Software plotting products by satisfaction and market presence](https://www.g2.com/categories/healthcare-analytics/grids.png?focus%5B%5D=21074&focus%5B%5D=1172894&focus%5B%5D=141835&focus%5B%5D=41158&focus%5B%5D=45119&focus%5B%5D=147033&focus%5B%5D=71278&focus%5B%5D=88556)

Highlighted products: Personify Health, Intellimed, Cotiviti Medical Intelligence, Definitive Healthcare, Cerner CareTracker, HealthStream Checklist, Oracle Enterprise Healthcare Analytics, and Vizient.

Underlying data: [Grid® JSON](https://www.g2.com/categories/healthcare-analytics/grids.json?focus%5B%5D=personify-health&focus%5B%5D=intellimed&focus%5B%5D=cotiviti-medical-intelligence&focus%5B%5D=definitive-healthcare&focus%5B%5D=cerner-caretracker&focus%5B%5D=healthstream-checklist&focus%5B%5D=oracle-enterprise-healthcare-analytics&focus%5B%5D=vizient)

### [Signal](https://www.g2.com/products/transunion-signal/reviews)

Signal's technology empowers brands to create better experiences for their customers and greater business value for their enterprise, starting with the first-party data they already own. We help brands understand the consumer journey and deliver more empathetic, relevant and meaningful messages and experiences.

**Average Rating:** 4.2/5.0

**Total Reviews:** 16

#### How Do G2 Users Rate Signal?

- **Quality of Support:** 8.7/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.4/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Signal?

- **Seller:** [TransUnion](https://www.g2.com/sellers/transunion)
- **HQ Location:** Chicago, Illinois
- **Twitter:** @TransUnion  
32,504 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=af562297ecf030cc14c7ecf283173bde452782672a2169b8b1a966e61cbc999c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4310%2F&secure%5Burl_type%5D=linkedin_company_website)  
16,964 employees on LinkedIn®
- **Ownership:** NYSE:TRU
- **Total Revenue (USD mm):** $2,656

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising
- **Company Size:** 44% Medium, 31% Large

#### What Are Recent G2 Reviews of Signal?

**["Best Software for Track Communications!"](https://www.g2.com/survey_responses/signal-review-5288638)**

**Rating:** 5.0/5.0 stars

_— Masum A._

[Read full review](https://www.g2.com/survey_responses/signal-review-5288638)

**["Simple way to track communication"](https://www.g2.com/survey_responses/signal-review-4892718)**

**Rating:** 5.0/5.0 stars

_— Rachita J._

[Read full review](https://www.g2.com/survey_responses/signal-review-4892718)

### [Waystar](https://www.g2.com/products/waystar/reviews)

Waystar provides market-leading technology that simplifies and unifies the revenue cycle. Their cloud-based platform streamlines workflows and improves financials for healthcare providers of all kinds and brings more transparency to the patient financial experience. Waystar has been ranked Best in KLAS for the Claims & Clearinghouse segment every year since 2010, earned #1 rankings in Black Book™ surveys since 2012 and received the Frost & Sullivan North America Customer Value Leadership Award for ambulatory RCM services in 2019. The Waystar platform is used by more than 500,000 providers, 1,000 health systems and hospitals and 5,000 health plans and integrates with all major HIS and PM systems. For more information, visit waystar.com or follow @waystar on Twitter.

**Average Rating:** 4.4/5.0

**Total Reviews:** 116

#### How Do G2 Users Rate Waystar?

- **Quality of Support:** 8.5/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.0/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Waystar?

- **Seller:** [Waystar](https://www.g2.com/sellers/waystar)
- **HQ Location:** Louisville, Kentucky
- **Twitter:** @Waystar  
2,039 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6a37f5b55e0adac5ebbae6815b5e4b52cfa06df5aa5a426334c83bd345af2697&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11444741%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,741 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Billing Manager, Office Manager
- **Top Industries:** Hospital & Health Care, Medical Practice
- **Company Size:** 61% Small, 32% Medium

#### What Are Recent G2 Reviews of Waystar?

**["Best for quick billing and managing business"](https://www.g2.com/survey_responses/waystar-review-5262731)**

**Rating:** 5.0/5.0 stars

_— Sandeep A._

[Read full review](https://www.g2.com/survey_responses/waystar-review-5262731)

**["Helpful Insurance and Patient Payment Search"](https://www.g2.com/survey_responses/waystar-review-12713685)**

**Rating:** 5.0/5.0 stars

_— Verified User in Insurance_

[Read full review](https://www.g2.com/survey_responses/waystar-review-12713685)

#### What Are G2 Users Discussing About Waystar?

- [What is your experience with the pricing and costs associated with Waystar's revenue cycle management solutions?](https://www.g2.com/discussions/what-is-your-experience-with-the-pricing-and-costs-associated-with-waystar-s-revenue-cycle-management-solutions)
- [What is Waystar used for?](https://www.g2.com/discussions/what-is-waystar-used-for)
- [What does Waystar do?](https://www.g2.com/discussions/what-does-waystar-do)
- [What does ZirMed do?](https://www.g2.com/discussions/what-does-zirmed-do)
- [Is Waystar a clearinghouse?](https://www.g2.com/discussions/is-waystar-a-clearinghouse)

### [Atmolytics](https://www.g2.com/products/atmolytics/reviews)

Atmolytics is a self-service healthcare data discovery, visualization, and analytics platform. It provides scaled, distributed access to any healthcare datasets and disease registries. Applications include Clinical Research, Clinical Trials Recruitment, Population Health Analytics, Public Health Surveillance (e.g. COVID-19), and Business Intelligence (BI). Atmolytics has been built specifically for healthcare by clinicians and data science experts. It’s developed in collaboration with other healthcare organizations to ensure patients remain at the heart of its development. • Create and explore cohorts instantly • Track trends with real-time notifications of joiners and leavers • Share insights and collaborate with colleagues • Provides a single source of truth for your healthcare data • Build trust in your analysis, reporting, and decisions • Supported by experts with 25 years of healthcare data and analytics experience

**Average Rating:** 4.5/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Atmolytics?

- **Quality of Support:** 8.3/10 (Category avg: 8.4/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Atmolytics?

- **Seller:** [Imosphere](https://www.g2.com/sellers/imosphere)
- **Year Founded:** 1993
- **HQ Location:** US and UK, GB
- **Twitter:** @Imosphere  
696 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a94aeb12fc9f3f9c12d7bab6d5fa4bf170fa9f46d2cc7a188e31e2eb2f3f8e48&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fimosphere&secure%5Burl_type%5D=linkedin_company_website)  
32 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

#### What Are Recent G2 Reviews of Atmolytics?

**["The best software to reduce spending and give you a comprehensive view of big medical data"](https://www.g2.com/survey_responses/atmolytics-review-7286193)**

**Rating:** 4.5/5.0 stars

_— Youssef S._

[Read full review](https://www.g2.com/survey_responses/atmolytics-review-7286193)

**["Analytic and Data discovery Platform"](https://www.g2.com/survey_responses/atmolytics-review-7522041)**

**Rating:** 4.5/5.0 stars

_— Sairam B._

[Read full review](https://www.g2.com/survey_responses/atmolytics-review-7522041)

### [Eleos Health](https://www.g2.com/products/eleos-health/reviews)

Eleos is the system of action for community-based care organizations. Powered by its purpose-built Polaris AI, Eleos transforms clinical and operational signals into real-time action. Acting within the flow of care, Eleos automates repetitive administrative work—verifying eligibility, guiding documentation, and ensuring compliance—preventing problems before they arise. While AI scribes merely document what happened, Eleos executes work in the moment, enabling organizations to deliver higher-quality care, ensure compliance, and protect revenue. Trusted by leading behavioral health, SUD, care at home, and other community-based providers, Eleos allows clinicians to focus on delivering better outcomes.

**Average Rating:** 4.9/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate Eleos Health?

- **Quality of Support:** 9.7/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Eleos Health?

- **Seller:** [Eleos Health](https://www.g2.com/sellers/eleos-health)
- **Year Founded:** 2020
- **HQ Location:** Boston, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=211dbc833f5e5c77489354590e6b5c63e601364dec022d71dfc16a9e525c9f11&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Feleoshealth&secure%5Burl_type%5D=linkedin_company_website)  
287 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Mental Health Care
- **Company Size:** 58% Medium, 42% Large

#### What Do G2 Reviewers Say About Eleos Health?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **responsive customer support** of Eleos Health, enhancing clinical workflows and collaboration across teams.
- Users highlight the **efficiency** of Eleos Health, appreciating reduced documentation time and improved clinician morale.
- Users praise Eleos Health for its **effective document management** , significantly reducing documentation time and improving job satisfaction.
- Users value the **time-saving capabilities** of Eleos Health, allowing them to focus more on client care and less on paperwork.
- Users value the **exceptional client engagement** of Eleos Health, enhancing care quality and staff satisfaction seamlessly.

##### Cons

- Users experience **technical issues** with Eleos Health, highlighting the challenges of integrating new technology smoothly.
- Users find **access difficulty** with Eleos Health, as it is limited to clinical settings only, hindering flexibility.
- Users face **usability issues** with Eleos Health, particularly with its limited note-taking and clinic-only functionality.

#### What Are Recent G2 Reviews of Eleos Health?

**["The Companion I Didnt Know I Needed."](https://www.g2.com/survey_responses/eleos-health-review-11269197)**

**Rating:** 4.5/5.0 stars

_— Abagail B._

[Read full review](https://www.g2.com/survey_responses/eleos-health-review-11269197)

**["Eleos has been a game changer!"](https://www.g2.com/survey_responses/eleos-health-review-11255399)**

**Rating:** 5.0/5.0 stars

_— Ashley K._

[Read full review](https://www.g2.com/survey_responses/eleos-health-review-11255399)

### [HealthStream Jane](https://www.g2.com/products/healthstream-jane/reviews)

When it comes to learning, one size doesn't fit all. Jane® ensures your nurses’ time spent learning is purposeful, and your educator’s time spent is meaningful by providing unbiased, personalized competency development based on each nurse’s unique knowledge and ability. Jane empowers leaders to Assess, Develop, Report, and is designed to identify potential preceptors and areas of risk, quickly and without bias. Jane’s valid and reliable knowledge assessments include 5,000+ specialty & population-based questions aligned to 8 competency groupings. The clinical judgment assessments engage learners through interactive video-based scenarios and chat responses to evaluate: Problem Identification, Clinical Observations, Problem Management, and Prioritization. Jane is the heartbeat behind HealthStream’s Competency Suite+, the award-winning and proven approach to competency development. The Competency Suite+ provides a personalized competency development experience offering the ability to easily identify knowledge and clinical judgment strengths and opportunities, target development, validate skills, measure competency-based performance, and build next-level preceptors.

**Average Rating:** 4.5/5.0

**Total Reviews:** 24

#### How Do G2 Users Rate HealthStream Jane?

- **Quality of Support:** 9.2/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.4/10)

#### Who Is the Company Behind HealthStream Jane?

- **Seller:** [HealthStream](https://www.g2.com/sellers/healthstream)
- **Company Website:** www.healthstream.com
- **Year Founded:** 1990
- **HQ Location:** Nashville, TN
- **Twitter:** @HealthStream  
1,579 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5ff92ceb31f622b5559bd99548238088b924de26f89d8e72baa7cf01ca78a9c1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F14967&secure%5Burl_type%5D=linkedin_company_website)  
1,333 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Hospital & Health Care
- **Company Size:** 71% Large, 21% Medium

#### What Do G2 Reviewers Say About HealthStream Jane?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **personalized education and tailored curriculums** offered by HealthStream Jane, enhancing learning outcomes significantly.
- Users find HealthStream Jane incredibly **easy to use** , enhancing staff development with excellent customer support.
- Users value the **tailored education** offered by HealthStream Jane, enhancing training and growth opportunities for diverse healthcare professionals.
- Users praise the **outstanding customer support** from HealthStream Jane, which enhances the user experience significantly.
- Users value the **tailored communication** of HealthStream Jane, enhancing learning experiences and improving nurse confidence and skills.

##### Cons

- Users struggle with a **steep learning curve** for navigating Jane AI's administrative side, affecting overall ease of use.
- Users find **assessment issues** with Jane AI, including rushed scenarios and limited question formats impacting training effectiveness.
- Users find the **complexity** of HealthStream Jane overwhelming, especially for new grads in a learning environment.
- Users find **difficult management** of training modules challenging, complicating the assignment and prioritization process for employees.
- Users express a desire for better **editing capabilities** in HealthStream Jane, particularly for managing assignments and scores.

#### What Are Recent G2 Reviews of HealthStream Jane?

**["Objective Assessments and Standard Development Pathways"](https://www.g2.com/survey_responses/healthstream-jane-review-12926392)**

**Rating:** 5.0/5.0 stars

_— Michelle S._

[Read full review](https://www.g2.com/survey_responses/healthstream-jane-review-12926392)

**["User-Friendly Platform"](https://www.g2.com/survey_responses/healthstream-jane-review-12913344)**

**Rating:** 4.5/5.0 stars

_— Michelle S._

[Read full review](https://www.g2.com/survey_responses/healthstream-jane-review-12913344)

### [ImagineIntelligence](https://www.g2.com/products/imagineintelligence/reviews)

ImagineIntelligence, is a comprehensive data-mining and practice analytics system.

**Average Rating:** 3.5/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate ImagineIntelligence?

- **Quality of Support:** 7.2/10 (Category avg: 8.4/10)
- **Ease of Use:** 6.1/10 (Category avg: 8.4/10)

#### Who Is the Company Behind ImagineIntelligence?

- **Seller:** [ImagineSoftware](https://www.g2.com/sellers/imaginesoftware)
- **Year Founded:** 2000
- **HQ Location:** Charlotte, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bf96228e6ca055a8fcde6c0c7eb04f3f92f145dcf1412995a43d9e9580698c6b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftechnology-partners-inc--dba-imagine-software-&secure%5Burl_type%5D=linkedin_company_website)  
182 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

#### What Are Recent G2 Reviews of ImagineIntelligence?

**["Best for the Market Intent"](https://www.g2.com/survey_responses/imagineintelligence-review-9578250)**

**Rating:** 4.5/5.0 stars

_— Mohd Obed k._

[Read full review](https://www.g2.com/survey_responses/imagineintelligence-review-9578250)

**["Innovation and Accuracy in Data Analytics"](https://www.g2.com/survey_responses/imagineintelligence-review-10380728)**

**Rating:** 4.0/5.0 stars

_— Gustavo D._

[Read full review](https://www.g2.com/survey_responses/imagineintelligence-review-10380728)

### [MedEvolve](https://www.g2.com/products/medevolve/reviews)

MedEvolve empowers healthcare organizations with award-winning effective intelligence solutions that provide unmatched transparency, automation and accountability for the revenue cycle. MedEvolve’s workflow automation and advanced analytics solutions reduce administrative burden and ensure staff are not only productive, but effective in the work effort they put in and that they are achieving the expected results. Additionally, MedEvolve’s effective intelligence solutions enable a remote workforce with task management, tracking and virtual communication tools that integrate directly with the practice management software. Increase margin, improve net collection rate and reduce overhead costs with effective intelligence from MedEvolve.

**Average Rating:** 4.4/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate MedEvolve?

- **Quality of Support:** 9.0/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.1/10 (Category avg: 8.4/10)

#### Who Is the Company Behind MedEvolve?

- **Seller:** [MedEvolve](https://www.g2.com/sellers/medevolve)
- **Year Founded:** 1998
- **HQ Location:** Little Rock, Arkansas
- **Twitter:** @medevolve  
368 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1b689bf7495ae5e637018e2f68da155172e144b001534fe139f58c9b1fb00902&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmedevolve%2F&secure%5Burl_type%5D=linkedin_company_website)  
99 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Medical Practice, Hospital & Health Care
- **Company Size:** 94% Small, 6% Medium

#### What Do G2 Reviewers Say About MedEvolve?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **exceptional customer support** from MedEvolve, always receiving quick and helpful responses to their queries.
- Users find MedEvolve to be **user-friendly** , appreciating its straightforward design and helpful customer support.
- Users appreciate the **user-friendly design** of MedEvolve, making billing efficient and customer service outstanding.
- Users value the **comprehensive features** of MedEvolve, finding it user-friendly and rich in useful analytics.
- Users appreciate the **user-friendly interface** of MedEvolve, making it easy to navigate and learn its many features.

##### Cons

- Users express frustration over **poor reporting** , citing complexity and a lack of training for effective use.
- Users struggle with **data management issues** due to slow response times and limited reporting flexibility in MedEvolve.
- Users find **frequent updates** complicate report building and occasionally slow down system performance.
- Users find reporting on MedEvolve **inefficient and complicated** , especially after a recent update that slowed performance.
- Users experience **insufficient training** for MedEvolve, hindering their ability to fully utilize the software's capabilities.

#### What Are Recent G2 Reviews of MedEvolve?

**["Customer Service is Some of the Best in the Business!"](https://www.g2.com/survey_responses/medevolve-review-10257673)**

**Rating:** 4.0/5.0 stars

_— Verified User in Medical Practice_

[Read full review](https://www.g2.com/survey_responses/medevolve-review-10257673)

**["MOST USER FRIENDLY PROGRAM I HAVE USED"](https://www.g2.com/survey_responses/medevolve-review-8848583)**

**Rating:** 5.0/5.0 stars

_— sydney f._

[Read full review](https://www.g2.com/survey_responses/medevolve-review-8848583)

#### What Are G2 Users Discussing About MedEvolve?

- [What is MedEvolve used for?](https://www.g2.com/discussions/what-is-medevolve-used-for)

### [Olio](https://www.g2.com/products/olio/reviews)

Olio automatically connects care teams and keeps them engaged—from SNFs and behavioral health providers to payers, health systems, home health, hospice and more—delivering actionable insights organizations need to improve outcomes and reduce costs. Specifically for skilled nursing facilities (SNFs), it is the first platform to modernize the entire transitions of care journey, giving SNFs control over their admissions, their census, and their outbound referral coordination to improve their bottom line and drive growth. See it for yourself: olio.health/for-skilled-nursing-facilities Visit olio.health to learn more.

**Average Rating:** 4.5/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate Olio?

- **Quality of Support:** 8.3/10 (Category avg: 8.4/10)
- **Ease of Use:** 5.0/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Olio?

- **Seller:** [Olio](https://www.g2.com/sellers/olio)
- **Year Founded:** 2017
- **HQ Location:** Indianapolis, Indiana
- **Twitter:** @oliohealth  
92 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=78c6d6a38579caf414d4a1535e5ba917c594849d2483a2c3598e00dd14953f19&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F28134922&secure%5Burl_type%5D=linkedin_company_website)  
92 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Small, 20% Large

#### What Are Recent G2 Reviews of Olio?

**["Health Care solutions for managing different means of communciation."](https://www.g2.com/survey_responses/olio-review-7288249)**

**Rating:** 4.0/5.0 stars

_— Ashrith G._

[Read full review](https://www.g2.com/survey_responses/olio-review-7288249)

**["Olio can save your patients"](https://www.g2.com/survey_responses/olio-review-7354899)**

**Rating:** 4.5/5.0 stars

_— Asariah T._

[Read full review](https://www.g2.com/survey_responses/olio-review-7354899)

### [PerceptionHealth CARE Platform](https://www.g2.com/products/perceptionhealth-care-platform/reviews)

The PerceptionHealth CARE Platform is a comprehensive healthcare market intelligence and predictive analytics solution designed to enhance clinical and business decision-making. By analyzing a vast database of over 28 billion medical claims, the platform provides actionable insights that help healthcare providers identify medical diagnosis risks and conditions, facilitating early disease detection and improved patient outcomes. Key Features and Functionality: - Predictive Analytics: Utilizes advanced algorithms to forecast disease risks and patient health trends, enabling proactive care management. - Network Integrity Analysis: Assesses and optimizes care pathways and provider networks to ensure efficient and effective patient care. - Visual Reporting Tools: Offers intuitive visualizations that simplify complex data, aiding in strategic planning and performance monitoring. - Data Integration: Combines diverse data sources to create a robust framework for comprehensive analysis and decision support. Primary Value and Problem Solved: The PerceptionHealth CARE Platform addresses the challenge of fragmented and underutilized healthcare data by providing a unified, data-driven approach to patient care and operational efficiency. By delivering predictive insights and enhancing network integrity, the platform empowers healthcare organizations to make informed decisions, reduce costs, and improve patient outcomes. This leads to optimized workflows, validated strategies, and a competitive advantage in the healthcare market.

**Average Rating:** 4.3/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate PerceptionHealth CARE Platform?

- **Quality of Support:** 9.2/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.4/10)

#### Who Is the Company Behind PerceptionHealth CARE Platform?

- **Seller:** [Perception Health](https://www.g2.com/sellers/perception-health-7f0509e4-bcec-4853-8ae3-d412fad8819c)
- **Year Founded:** 2014
- **HQ Location:** Franklin, Tennessee
- **Twitter:** @perceptionheal  
245 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c64032f71b83d425f1e5258372761a5f400dca020db70f6b945665ef86394324&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fperception-health&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Large, 67% Medium

#### What Are Recent G2 Reviews of PerceptionHealth CARE Platform?

**["Short review"](https://www.g2.com/survey_responses/perceptionhealth-care-platform-review-5392464)**

**Rating:** 4.0/5.0 stars

_— Jhemar M._

[Read full review](https://www.g2.com/survey_responses/perceptionhealth-care-platform-review-5392464)

**["Excellent in Health Management"](https://www.g2.com/survey_responses/perceptionhealth-care-platform-review-7104901)**

**Rating:** 5.0/5.0 stars

_— Dr. Pratik M._

[Read full review](https://www.g2.com/survey_responses/perceptionhealth-care-platform-review-7104901)

#### What Are G2 Users Discussing About PerceptionHealth CARE Platform?

- [What is PerceptionHealth CARE Platform used for?](https://www.g2.com/discussions/what-is-perceptionhealth-care-platform-used-for)

### [PrecisionBI](https://www.g2.com/products/precisionbi/reviews)

CareCloud Central is a medical practice management solution that boosts productivity by automating the day-to-day tasks that can slow an office manager down. Central delivers much more than medical billing software. It has the tools to help generate cleaner claims and reduce denials, and streamline your workflow to deliver seamless handoffs across departments.

**Average Rating:** 4.3/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate PrecisionBI?

- **Quality of Support:** 10.0/10 (Category avg: 8.4/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.4/10)

#### Who Is the Company Behind PrecisionBI?

- **Seller:** [CareCloud](https://www.g2.com/sellers/carecloud)
- **Year Founded:** 1999
- **HQ Location:** Somerset, NJ
- **Twitter:** @CareCloud  
6,517 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=116e75f00f6028c255f628c31ca9bbd38dbfd317f6c558a0e39dd5c571b34790&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F314704%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,551 employees on LinkedIn®
- **Ownership:** NASDAQ: CCLD

#### Who Uses This Product?

- **Company Size:** 33% Large, 33% Medium

#### What Are Recent G2 Reviews of PrecisionBI?

**["PrecisionBI"](https://www.g2.com/survey_responses/precisionbi-review-5343026)**

**Rating:** 4.5/5.0 stars

_— Jaid W._

[Read full review](https://www.g2.com/survey_responses/precisionbi-review-5343026)

**["PrecisionBI can be considered option"](https://www.g2.com/survey_responses/precisionbi-review-5182463)**

**Rating:** 4.0/5.0 stars

_— Verified User in Computer & Network Security_

[Read full review](https://www.g2.com/survey_responses/precisionbi-review-5182463)

#### What Are G2 Users Discussing About PrecisionBI?

- [What is PrecisionBI used for?](https://www.g2.com/discussions/what-is-precisionbi-used-for)

### [WinMed EHR](https://www.g2.com/products/winmed-ehr/reviews)

MyWinmed EHR is an integrated practice management solution that can be installed on-premise or accessed through the cloud. Its suited for mid to large practices in a variety of specialties, including Family Medicine, Pediatrics

**Average Rating:** 3.5/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate WinMed EHR?

- **Quality of Support:** 8.0/10 (Category avg: 8.4/10)
- **Ease of Use:** 7.2/10 (Category avg: 8.4/10)

#### Who Is the Company Behind WinMed EHR?

- **Seller:** [Complete Medical Solutions](https://www.g2.com/sellers/complete-medical-solutions)
- **Year Founded:** 1983
- **HQ Location:** Baton Rouge, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Small, 20% Large

#### What Are Recent G2 Reviews of WinMed EHR?

**["WinMed: the quality patient care!"](https://www.g2.com/survey_responses/winmed-ehr-review-8793310)**

**Rating:** 4.0/5.0 stars

_— Yash A._

[Read full review](https://www.g2.com/survey_responses/winmed-ehr-review-8793310)

**["WinMed EHR The complete healthcare information management system"](https://www.g2.com/survey_responses/winmed-ehr-review-8823789)**

**Rating:** 4.0/5.0 stars

_— Aditya P._

[Read full review](https://www.g2.com/survey_responses/winmed-ehr-review-8823789)

#### What Are G2 Users Discussing About WinMed EHR?

- [What is WinMed EHR used for?](https://www.g2.com/discussions/what-is-winmed-ehr-used-for)

### [CareJourney](https://www.g2.com/products/carejourney/reviews)

We empower healthcare organizations with accurate, comprehensive, and granular data about their markets, patients, and providers, enabling value-based care for every patient experience such that it can be referred to as simply: care. Our analytics platform offers clinically-relevant insights to understand market share, identify high-need patients, build high-performing networks, and improve provider performance and patient outcomes. It is powered by one of the largest claims datasets in the country that is backed by comprehensive and transparent methodologies. Value-based care organizations can find all the relevant information needed to be successful, all in one place.

**Average Rating:** 4.5/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate CareJourney?

- **Quality of Support:** 9.2/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.4/10)

#### Who Is the Company Behind CareJourney?

- **Seller:** [CareJourney](https://www.g2.com/sellers/carejourney)
- **Year Founded:** 2014
- **HQ Location:** Arlington, US
- **Twitter:** @CareJourney  
421 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=38712ee77bbd2779087eaf2cc3d8b4ce7c820e423cfa21dbc8212d71e1a2e75c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcarejourney.%2F&secure%5Burl_type%5D=linkedin_company_website)  
38 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of CareJourney?

**["Transforming"](https://www.g2.com/survey_responses/carejourney-review-7095609)**

**Rating:** 4.5/5.0 stars

_— Manisha J._

[Read full review](https://www.g2.com/survey_responses/carejourney-review-7095609)

**["Amazing Product"](https://www.g2.com/survey_responses/carejourney-review-7099291)**

**Rating:** 4.5/5.0 stars

_— Verified User in Telecommunications_

[Read full review](https://www.g2.com/survey_responses/carejourney-review-7099291)

### [Change Healthcare Data & Analytics Solutions](https://www.g2.com/products/change-healthcare-data-analytics-solutions/reviews)

Solutions and services to help payers and providers turn healthcare data into timely, actionable insights to optimize revenue, cost, and quality performance.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Change Healthcare Data & Analytics Solutions?

- **Quality of Support:** 5.8/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Change Healthcare Data & Analytics Solutions?

- **Seller:** [Change Healthcare](https://www.g2.com/sellers/change-healthcare)
- **Year Founded:** 2007
- **HQ Location:** Nashville, US
- **Twitter:** @Change\_HC  
35,750 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=33bb65ed7741078d4814bb2e361fbc1f6e6944dda11513f80f7ea2df2a8e4a88&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fchange-healthcare%2F&secure%5Burl_type%5D=linkedin_company_website)  
4,636 employees on LinkedIn®
- **Ownership:** NASDAQ: CHNG

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of Change Healthcare Data & Analytics Solutions?

**["Industry leader"](https://www.g2.com/survey_responses/change-healthcare-data-analytics-solutions-review-5293844)**

**Rating:** 5.0/5.0 stars

_— Alireza M._

[Read full review](https://www.g2.com/survey_responses/change-healthcare-data-analytics-solutions-review-5293844)

**["Easy to use setup challenging"](https://www.g2.com/survey_responses/change-healthcare-data-analytics-solutions-review-3478716)**

**Rating:** 4.5/5.0 stars

_— Rich H._

[Read full review](https://www.g2.com/survey_responses/change-healthcare-data-analytics-solutions-review-3478716)

#### What Are G2 Users Discussing About Change Healthcare Data & Analytics Solutions?

- [What is Change Healthcare Data & Analytics Solutions used for?](https://www.g2.com/discussions/what-is-change-healthcare-data-analytics-solutions-used-for)

### [Health Catalyst Ignite](https://www.g2.com/products/health-catalyst-ignite/reviews)

The Health Catalyst Data Operating System (DOS) is a breakthrough engineering approach that combines the features of data warehousing, clinical data repositories, and health information exchanges in a single, common-sense technology platform.

**Average Rating:** 5.0/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Health Catalyst Ignite?

- **Quality of Support:** 6.7/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Health Catalyst Ignite?

- **Seller:** [HealthCatalyst](https://www.g2.com/sellers/healthcatalyst)
- **Year Founded:** 2008
- **HQ Location:** Salt Lake City, UT
- **Twitter:** @HealthCatalyst  
8,618 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=91ec7e0460475b471ae7138b2a243f1e53f948b93c2a1dfccd1280ed63ca36f6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhealthcatalyst%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,447 employees on LinkedIn®
- **Ownership:** NASDAQ: HCAT

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Small

#### What Are Recent G2 Reviews of Health Catalyst Ignite?

**["Ease of use and super communication"](https://www.g2.com/survey_responses/health-catalyst-ignite-review-7304073)**

**Rating:** 5.0/5.0 stars

_— Mohab A._

[Read full review](https://www.g2.com/survey_responses/health-catalyst-ignite-review-7304073)

**["First class DOS, quick and reliable."](https://www.g2.com/survey_responses/health-catalyst-ignite-review-7283193)**

**Rating:** 5.0/5.0 stars

_— Verified User in Hospital & Health Care_

[Read full review](https://www.g2.com/survey_responses/health-catalyst-ignite-review-7283193)

### [HxLogic](https://www.g2.com/products/hxlogic/reviews)

Claims processing, benefits administration, and self-service portals for health care benefits administration.

**Average Rating:** 4.3/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate HxLogic?

- **Quality of Support:** 8.3/10 (Category avg: 8.4/10)
- **Ease of Use:** 5.0/10 (Category avg: 8.4/10)

#### Who Is the Company Behind HxLogic?

- **Seller:** [HealthAxis](https://www.g2.com/sellers/healthaxis)
- **Year Founded:** 1965
- **HQ Location:** Tampa, Florida, United States
- **Twitter:** @healthaxis  
235 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ae44a3b1d468198984d846c4fef4fa11478697842ca9212c5dddb2557390d35d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhealthaxis&secure%5Burl_type%5D=linkedin_company_website)  
201 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Small

#### What Are Recent G2 Reviews of HxLogic?

**["HxLogic"](https://www.g2.com/survey_responses/hxlogic-review-7459508)**

**Rating:** 5.0/5.0 stars

_— Suyog K._

[Read full review](https://www.g2.com/survey_responses/hxlogic-review-7459508)

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[Browse Healthcare Analytics Themes](/categories/healthcare-analytics/themes)

 ![Emma Stein](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Emma Stein")
ES

Researched and written by [Emma Stein](https://research.g2.com/insights/author/emma-stein)

Updated October 3, 2024

Healthcare analytics software processes and analyzes the massive amounts of data that a health care organization regularly collects into actionable insight that impacts operational benefits and patient outcomes. Healthcare analytics, also referred to as healthcare business intelligence, also improves the collection, management, and sharing of patient and clinical data. Health care providers lean on the data warehouse that makes up a significant portion of healthcare analytics software to maintain the health of their organization, comply with changing industry legislature, and optimize both population health and individual patient management. Healthcare analytics software ranges from comprehensive data reporting to predictive and prescriptive analytics.

To qualify for inclusion in the Healthcare Analytics category, a product must:

- Provide a health care-specific data warehouse to capture and maintain health care data
- Analyze and visualize collected and analyzed data
- Integrate with EHRs

Show More

* * *

## How Do You Choose the Right Healthcare Analytics Software?

### What You Should Know About Healthcare Analytics Software

### What is Healthcare Analytics Software?

Healthcare analytics software, sometimes called healthcare business intelligence software, helps organizations such as hospitals and clinics turn their operational and clinical data into actionable insights. These products ingest data from various sources and systems, allowing decision makers to identify ways to improve patient outcomes, deliver more efficient care, reduce costs, optimize revenue, and assess current compliance. Healthcare analytics software ranges in functionality, with more advanced tools utilizing machine learning and predictive analytics to identify patterns, target high-risk individuals and populations for outreach, and reallocate resources as needed. 

Every department in a healthcare organization can benefit from using this software. For example, a hospital’s billing department can use healthcare analytics to determine the likelihood of claim denials before submission, giving them a chance to correct any errors. An emergency room can identify patterns in overcrowding, allowing them to staff accordingly during those days and times. Clinical teams can use data trends to monitor chronic disease patients for timely outreach when they need symptom management support or identify which psychiatric patients are at high risk for a crisis.

### What are the Common Features of Healthcare Analytics Software?

The following are some core features within healthcare analytics software that can help providers and administrators turn their healthcare data into actionable insights :

**Data management:** Healthcare analytics software enables healthcare providers to organize large datasets, connecting multiple data sources into one central repository. This has numerous benefits, including better patient care, smarter decision-making, and improved metrics across departments. Importantly, these specialized analytics platforms ensure data access is restricted to the appropriate users. 

**Data modeling and blending:** Healthcare analytics software promotes interoperability between different healthcare systems, taking disparate data sets and uncovering trends and connections. By employing advanced analytics, this software helps stakeholders make important decisions that impact clinical outcomes, revenue forecasting, and administrative procedures. As hospital systems navigate extensive regulatory frameworks, data modeling and blending bring together seemingly unrelated data and uncover weak points in a healthcare organization’s overall compliance strategy.

**Data visualization:** Data visualization tools such as real-time dashboards, charts, and graphs help users hone in on the data that matters most. These tools can be further customized to display progress towards specific initiatives or monitor key performance indicators (KPIs) across departments. Reports can be generated and shared as needed, with automation features allowing regular reports to populate based on time or milestone triggers.

**Self service:** Regardless of role or IT experience, self-service analytics allow any type of user to access the data insights they need at any time without support. This can be particularly handy for administrative staff such as scheduling, billing and claims, and triage staff, who may need access to analytics to make informed decisions under urgent timing.

### What are the Benefits of Healthcare Analytics Software?

The following are the benefits of healthcare analytics software:

**Better outcomes:** Analytics allows healthcare providers to tailor their approach to each patient, promoting stronger health outcomes. Healthcare analytics software can take historical data trends and apply them to present decisions, leading to smarter use of resources and more effective care coordination. An analytics platform can assess geographic region, income level, risk factors, and existing conditions to determine strategic community outreach for care. Every data point can play into clinical decision making. 

**Improved revenue:** By reducing the likelihood of claim denials, healthcare analytics platforms can promote higher reimbursement rates from insurance companies and improve patient collection rates. These solutions can also identify areas of supply overspending and operational deficiencies that are contributing to budget shortfalls.

**Improved productivity and decision making:** Healthcare analytics removes a lot of guesswork for healthcare staff, automating certain processes and empowering staff to solve problems more efficiently. These platforms can reduce errors, streamline care delivery, and generate more stable revenue.

### Who Uses Healthcare Analytics Software?

**Clinicians:** Clinicians use healthcare analytics software to monitor population outcomes, determine appropriate, individualized treatment for patients, identify which patients are most likely to not adhere to treatment, and identify benchmarks for standardized treatment plans. They can also use this data to help reduce patient readmission, target specific populations that are overusing emergency services, and track vaccination efforts.

**Administrators:** Administrators across scheduling, billing, and health information teams use healthcare analytics software to stay compliant, reduce errors in workflow, and optimize patient retention and revenue collection. 

**Marketers:** Though not as common, marketing teams in healthcare organizations and companies can utilize healthcare analytics data to identify target groups for email and text engagement outreach, medical sales strategy, and community health initiatives.

### What are the Alternatives to Healthcare Analytics Software?

While healthcare analytics software has multiple use cases, healthcare organizations may opt to use specialized analytics platforms that focus on one business function:

[Healthcare compliance software](https://www.g2.com/categories/healthcare-compliance): Healthcare compliance software utilizes analytics to monitor ongoing progress against compliance programs and reduce the likelihood of fraud and abuse. This may include tracking the percentage of staff who have specific certifications or the number of HIPAA violations recorded over a certain period.

[Healthcare supply chain software](https://www.g2.com/categories/healthcare-supply-chain) **:** Healthcare supply chain software uses analytics to improve efficiency in inventory and overall vendor spend. Hospital staff can use this software to identify the appropriate cadence for medical inventory restocking based on current patient trends and employ workflows to automate the ordering process.

[Clinical decision support software](https://www.g2.com/categories/clinical-decision-support) **:** Clinical decision support software applies data analytics to EHRs to help healthcare providers make evidence-based decisions at the point of care. These solutions can provide information on treatment protocols, prompt questions on medication adherence, and provide tailored recommendations for health behavior changes.

[Value-based reimbursement software](https://www.g2.com/categories/value-based-reimbursement) **:** Value-based reimbursement solutions can exist as software, service, or a hybrid of both; the latter allows healthcare software vendors to equip healthcare organizations with the analytics and expertise necessary to revamp existing reimbursement models. By deploying value-based reimbursement strategies, hospitals and health care practices can better and more accurately compensate for the services rendered to a patient.

#### Software Related to Healthcare Analytics Software

Related solutions that can be used together with healthcare analytics software include:

[EHR software](https://www.g2.com/categories/ehr) **:** EHRs offer a tremendous amount of healthcare data for analytics platforms to utilize. Hospital systems can identify trends in prescriptions, diagnoses, demographic groups, and hospital asset usage, among numerous other data points. An analytics platform without a connected EHR would be useless to a hospital system.

[Medical practice management software](https://www.g2.com/categories/medical-practice-management) **:** Medical practices, from small clinics to large hospital systems, can glean operational insights from their medical practice management software. They can assess how often appointments are scheduled and canceled by specific populations, the average length of time it takes patients to pay off bills, or how frequently specific procedures are performed.

[Patient experience software](https://www.g2.com/categories/patient-experience-88bbaea1-3b81-4636-8255-4b3ab72d3675) **:** Patient experience software is managed with various software products aimed at patient engagement, case management, and relationship management. These solutions can work with healthcare analytics platforms to determine appropriate patient care strategies, improve patient safety and wellbeing, or even improve social media reputation for medical practices.

[Population health management software](https://www.g2.com/categories/population-health-management) **:** Population health management depends upon data analytics to improve community health outcomes. Analytics enables healthcare providers to target individuals for outreach, monitor year-over-year progress for chronically ill communities, and improve value-based reimbursement by ensuring better health outcomes.

[Healthcare learning management systems (LMS)](https://www.g2.com/categories/healthcare-learning-management-systems-lms) **:** Continued education is important for hospital staff to remain compliant with ever-changing healthcare regulations. Healthcare LMS tools make it easier for healthcare staff to receive and track the appropriate accreditations or certifications. Integration with a healthcare analytics platform allows administrators to monitor staff compliance with specific training requirements.

[Revenue cycle management software](https://www.g2.com/categories/revenue-cycle-management) **:** Revenue cycle management relies on data analytics to ensure KPIs are met and that historical trends allow for proactive response to revenue cycle performance. A dedicated analytics platform can help benchmark revenue cycle performance against competitors and identify which specific portions of the process are performing well versus others.

### Challenges with Healthcare Analytics Software

Software solutions can come with their own set of challenges. 

**Complexity:** Depending on the scale of the healthcare organization, finding the right healthcare analytics platform and implementing it can be daunting. The need to integrate with all existing systems while ensuring the analytics platform can scale and be used by various staff at various levels of IT expertise can lead to an ever-growing list of requirements when searching for the right solution. 

**Data security:** Healthcare analytics software ingests a staggering amount of sensitive health data. A data breach could be costly to healthcare providers and potentially dangerous for patients. A good analytics platform will enable appropriate data management standards to ensure sensitive data is not compromised and that all information is securely stored and backed up.

**Lack of APIs** : Interoperability remains one of the biggest challenges for the healthcare industry. A healthcare analytics platform that can’t utilize APIs will have less data access compared to platforms that support APIs. This can impact population health initiatives, patient medical record access, and even healthcare software development.

### How to Buy Healthcare Analytics Software

#### Requirements Gathering (RFI/RFP) for Healthcare Analytics Software

If a healthcare organization is just starting out and looking to purchase its first healthcare analytics platform, or maybe an organization needs to update a legacy system--wherever it is in its buying process, G2.com can help select the best healthcare analytics platform.

Given the broad use cases for healthcare analytics, an organization should identify the strongest areas for improvement as it begins identifying potential vendors. The organization should consider factors such as staff size, patient needs, and compliance concerns. Depending on these factors and many others, different healthcare analytics platforms will have varying success.

#### Compare Healthcare Analytics Software Products

**Create a long list**

From meeting the business functionality needs to implementation, vendor evaluations are an essential part of the software buying process. For ease of comparison, after all demos are complete, it helps to prepare a consistent list of questions regarding specific needs and concerns to ask each vendor.

**Create a short list**

From the long list of vendors, it is helpful to narrow down the list of vendors and come up with a shorter list of contenders, preferably no more than three to five. With this list in hand, organizations can produce a matrix to compare the features and pricing of the various solutions. 

**Conduct demos**

To ensure the comparison is thorough, the user should demo each solution on the short list with the same use case and datasets. This will allow the organizations to evaluate like for like and see how each vendor stacks up against the competition. The organization should also identify specific reports that are frequently needed and see how the product’s data visualization tools work. Determine the quality of tech support that each vendor provides in the event that staff require additional support and onboarding. Understanding the data migration and deletion process at the start and end of a contract is also important.

#### Selection of Healthcare Analytics Software

**Choose a selection team**

Before getting started, it's crucial to create a winning team that will work together throughout the entire process, from identifying pain points to implementation. The software selection team should consist of organization members with the right interest, skills, and time to participate in this process. It’s important to include team members across various roles, including health information management, IT, administrative, and clinical staff. All these roles will interact with a healthcare analytics platform differently, so it’s important to select a system that works for everyone. In smaller organizations, the vendor selection team may be smaller, with fewer participants multitasking and taking on more responsibilities.

**Negotiation**

Once the selection team has narrowed down their software picks, it’s time to discuss customization options, pricing, and the type of support needed from the vendor. It’s always important to address pricing options, even when they are listed on a vendor’s website. Many software vendors will provide discounts and custom pricing options based on what the buyer is looking to purchase. 

**Final decision**

After this stage, and before going all in, it is recommended to roll out a test run or pilot program to test adoption with a small sample size of users. The buyer can be confident that the selection was correct if the tool is well used and received. If not, it might be time to go back to the drawing board.