Understanding the Importance of Real-Time Analytics in the Modern Clinical Laboratory

We all know that pathology groups and clinical laboratories (molecular, reference, and specialty) collect a mountain of data daily. From patient demographics to test results and everything in between, data is collected as specimens are accessioned and processed, and lab reports are generated and distributed. This data is typically collected and stored securely within a laboratory information system (LIS) software.

Traditionally, laboratory information systems have excelled at collecting and storing laboratory data, but not at transforming that data into clear, actionable, real-time insights that management can access with the push of a button. 

Fortunately, that is changing; modern, full-featured LIS system software now supports data mining, a process by which a lab can analyze its internal data to make more informed business decisions and improve lab operations (efficiency and productivity).

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Data Mining and Analytics Are Redefining Laboratory Operations

Data mining supported by modern, best-in-class laboratory information system software has become increasingly important as organizations across all testing disciplines seek to strengthen technical and financial performance without further inflating operating costs. Rather than relying solely on external fixes or additional staffing, today's most effective lab leaders are turning inward, leveraging advanced laboratory information system technology to activate the data they already collect every day.

By using LIS-driven analytics, lab directors and managers can first gain clear, real-time insights into operational performance, and then translate those insights into targeted actions that improve efficiency, productivity, and financial outcomes.

With the importance of data mining and real-time analytics established, the next step is understanding how this information is presented and consumed. That's where widgets and dashboards come into play. 

Widgets are small, purpose-built applications that filter and surface specific real-time laboratory data. Dashboards are configurable visual views that organize these widgets by role, user, or department, making critical information immediately accessible and actionable.

Industry Insights: Laboratory Information Systems and Their Key Role in Lab Data Analytics

Real-Time Analytics Powered by LigoLab’s All-in-One Informatics Platform

The all-in-one LigoLab Informatics Platform exemplifies how modern clinical and pathology lab reporting software delivers real-time, actionable analytics. The comprehensive platform unifies advanced laboratory information system functions with embedded laboratory billing and lab revenue cycle management (RCM), providing a single lab database software environment for operational and financial insight.

At the core of this capability is LigoLab's flexible Dashboard Engine, which enables platform administrators to configure a wide range of widgets, including tables, pie charts, bar graphs, and line charts. These widgets can be built using out-of-the-box statistical reports, custom scripting, or custom SQL queries, enabling labs to tailor analytics to their specific workflows, priorities, and performance goals.

"Once configured, all LIS system users can add pre-built widgets to their dashboards, choosing from hundreds of available widgets and layouts within the platform," said Allison Still, LigoLab's LIS Product Manager.

Below are examples of configurable dashboard widgets readily available within the LigoLab platform.

Why Lab Information System Data Mining Has Shifted From a “Nice-to-Have” to a “Mission-Critical” Capability

Often, as technology advances, an application that began as a "nice-to-have" can quickly become a "need-to-have." That's the case with data mining from today’s best LIS laboratory information system software.

To learn more, we spoke with Joseph Guido, an Anatomic Pathology Consultant with deep expertise in advanced clinical and pathology reporting software and firsthand insight into how laboratory information systems from leading LIS software vendors help organizations eliminate operational gaps and scale efficiently.

"Lab operators want to see real-time reporting by feeding data into laboratory information systems with this type of functionality," he said. "It's becoming a standard across the industry. Everyone wants to be able to mine their LIS system database for insights into their operations, be it from a high level or a more granular perspective."

Guido continued by suggesting the sky is the limit for lab informatics with a modern clinical and pathology information system, as the lab and the LIS company collaborate to refine the design that best represents the data graphically.

"Generally, most dashboard widgets start with a conversation between the lab and LIS system’s developers. It can be as simple as a design on a piece of paper that’s submitted to start the process," Guido explained.

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Practical Laboratory Information System Applications for Today’s Medical Lab

As shown in the examples above, dashboard widgets provide a snapshot of the lab's efficiency and productivity while enabling lab directors and managers to identify potential issues and take action before it's too late.

For example, dashboard widgets can help client services teams monitor accounts, track performance, and quickly identify negative trends. 

"With this LIS lab tool, management can be alerted to any significant change in volume over a given amount of time with a client," Guido continued. "It's better to know of a problem immediately rather than finding out about an issue and an unhappy client a month later. With real-time data available to the Client Services team, they can proactively pick up the phone, figure out the issue, and resolve it."

Here are a few other scenarios where dashboard widgets can make a positive difference in pathology and clinical laboratory management:

• Sample Tracking Status: A widget can monitor each sample from order inception through specimen processing and final reporting. This gives the laboratory real-time visibility into specimen volumes and the time required to complete each stage of the testing workflow, helping teams quickly identify bottlenecks and make adjustments.
• Turnaround Time: A widget can track start and completion times for each test or assay and compare actual performance against established targets. When turnaround times consistently exceed expectations, laboratory teams can drill into the data to identify root causes and address delays.
• Quality Control: A widget can monitor key quality-control metrics and alert laboratory managers to potential issues before they affect test accuracy or patient care.
• Equipment Maintenance: A widget can track laboratory equipment status and flag when maintenance or servicing may be required. Proactive equipment maintenance helps minimize downtime, prevent workflow disruptions, and improve operational efficiency.
• Resource Utilization: A widget can track test volumes to identify periods when human resources may be overburdened or underutilized, enabling lab managers to adjust staffing as needed.

Case Study: OnePath - Transforming Pathology Lab Management Through Digital Innovation

Using Dashboard Analytics to Strengthen Laboratory Revenue Cycle Management Performance

Laboratory revenue cycle management data is another area where dashboard widgets can positively impact productivity and revenue by capturing and analyzing key metrics. The lab billing department can be alerted to discrepancies affecting days in accounts receivable, the net collection rate, and the denial rate.

Here are a few other examples where RCM cycle tracking metrics with dashboard widgets can positively affect the laboratory billing process:

• Insurance Claims: Dashboard widgets can be used to monitor the status of insurance claims (including the number of claims submitted and denied) and the average time to receive payment.
• Charge Capture: Dashboard widgets can help labs monitor charge capture rates (the percentage of billable services) and stop revenue leakage.
• Pricing: Dashboard widgets can monitor services, such as the average reimbursement rate for each test on the test menu. This information can help labs adjust pricing strategies to be more competitive and maximize revenue.

Get Insight: Six Reasons Why You Should Choose an Integrated Laboratory Billing Solution for Your Medical Lab

Creating Customized Widgets in LigoLab’s Dynamic LIS System Platform

Now that we've demonstrated the importance of dashboard widgets, let's talk about how long it takes to go from concept to reality in LigoLab's agile laboratory information system software environment.

According to Still, the project turnaround time is relatively quick.

"Once mapped out, the actual build goes fast," she said. "Our experienced developers first take the time to understand the project, and then the build starts. Usually, there's a bit of back and forth between the lab and the developer before the design is finalized and added to the production environment."

Industry Insights: Bridging the Gap in Modern Laboratories - Why a Comprehensive Digital Platform Outperforms a Basic Lab Information System

Ready to Modernize and Digitize Your Lab Operations? 

If you’re ready to learn more about how dashboards and LigoLab's all-in-one platform can help your clinical or pathology lab modernize and grow efficiently, schedule a personalized LIS software demonstration with a LigoLab product expert.

Act Now: Connect with a LigoLab Product Specialist!

Frequently Asked Questions About Real-Time Analytics in Medical Laboratories

What is the difference between a dashboard and a widget in an LIS system?

Widgets are small, purpose-built applications that filter and surface specific real-time laboratory data. Dashboards are configurable visual views that organize these widgets by role, user, or department, making the information immediately accessible.

How can dashboard widgets improve operational efficiency?

Widgets can track sample status from order through reporting, monitor turnaround times against targets, flag quality-control issues before they affect patient care, track equipment maintenance needs, and highlight when staffing resources are over- or underutilized.

How do dashboard widgets help with client services?

Widgets can alert management to significant changes in a client's testing volume in real time, enabling client services teams to address issues before they escalate into a lost account.

How can dashboards improve laboratory revenue cycle management?

RCM-focused widgets can track days in accounts receivable, net collection rate, denial rate, insurance claim status, charge capture rates, and average reimbursement rates per test, helping labs catch revenue issues early and adjust pricing strategies.

How are custom dashboard widgets built in LigoLab's platform?

Widgets typically start as a conversation or simple design between the lab and LigoLab's development team. They can be built using out-of-the-box statistical reports, custom scripting, or custom SQL queries.

How long does it take to build a custom widget?

According to LigoLab's LIS Product Manager, once a widget concept is mapped out, the actual build moves quickly, though there is usually some back-and-forth between the lab and developers before the design is finalized and deployed to production.

Why has real-time data mining become essential rather than optional for labs?

As more labs adopt this capability, real-time reporting has become an industry standard. Lab operators increasingly expect to mine their LIS system database for insights, whether at a high level or a granular, day-to-day operational level.