Data Access and Insights in Healthcare with Generative AI

Data is power.  Yet, in healthcare data is often locked in expensive, inaccessible silos that hinder insights and decision making. To unlock value has required maintaining legacy systems, expensive data warehouse(s) and armies of analysts, until now.

According to the World Economic Forum, a typical hospital generates 50 petabytes of data annually yet 97% of this data remains unused.  Further, of the data used, HIMSS estimated that 47% of it is underutilized in business and clinical decision making.

 Generative AI, powered by large language models (LLMs) and conversational interfaces, offers a transformative solution. By enabling healthcare leaders to interact with data without expensive data warehouse(s) in natural language, powered by generative AI analysts, faster, more intuitive, iterative  decision-making is possible.

How Generative AI Transforms Data Interaction

Generative AI reimagines data analytics in healthcare leveraging a data fabric and by combining natural language processing (NLP), machine learning, and real-time integration. Below are key transformations enabled by PromptWrx technology:

Round the Clock Data Insights

• Generative AI serves as your always-on analyst, delivering insights and answering complex data queries 24/7. Whether it’s late-night decision-making or urgent data needs, PromptWrx provides instant, accurate responses without delay.

Augmenting Dashboards with Chat Interfaces

• Instead of navigating complex dashboards, executives can type or speak queries like “What are the readmission rates for last quarter?” or “Show me trends in patient satisfaction by region.”
• AI agents instantly retrieve and summarize the requested information.

Automating Complex Queries

• Advanced LLMs understand multi-layered questions, such as: “How do emergency department wait times correlate with patient satisfaction scores?”
• AI delivers insights across datasets, avoiding manual intervention.

Dynamic Deep-Dives & Visualizations

• Users can iteratively explore and visualize data: “Drill down into patient outcomes by demographic” or “Filter results to show only the last six months.”

Enhanced Data Integration

• PromptWrx’s architecture uses a data fabric approach to seamlessly connect systems like EHRs, billing, and operations without duplicating data into a central repository. This eliminates the need for costly data warehouses or legacy systems while ensuring real-time accuracy, scalability, and compliance.

Use Case: Empowering Business Leaders

For Healthcare Executives:

• Interacting Strategic Planning: Assess and interrogate key performance indicators (KPIs) dynamically, to align resources with organizational goals.
• Operational Efficiency: Identify bottlenecks in workflows, such as claims processing or appointment scheduling, and make timely adjustments.

For Managers and Directors:

• Resource Allocation: Query staff productivity metrics or patient flow statistics to optimize resource allocation.
• Compliance Monitoring: Instantly access audit logs and compliance metrics to ensure adherence to regulatory standards.

For Clinical Leaders:

• Patient Outcomes Analysis: Examine outcomes by treatment type, demographic, or geographic location to identify patterns and areas for improvement.
• Predictive Insights: Use historical data to forecast patient volume and prepare for resource demands.

For IT Leaders:

• Cost Reduction: Replace or supplement expensive and complex data warehouse infrastructure with a modern data fabric architecture, reducing operational costs while enhancing scalability and performance.
• Simplified Integration: Bridge siloed systems seamlessly without the need for manual coding or middleware, ensuring quick and secure access to data.
• Improved System Efficiency: Free up IT resources by automating repetitive tasks such as query building and report generation, allowing teams to focus on strategic initiatives.

Benefits of PromptWrx in Healthcare Data Analytics

Generative AI and LLM-powered chat interfaces are reshaping how healthcare leaders access, analyze, and act on data. At the heart of PromptWrx lies a generative AI-driven data fabric, which seamlessly integrates data across systems in real time, unlocking unprecedented efficiency and insight. This innovative approach enables healthcare organizations to:

• Unlock real-time insights
• Interact dynamically with data through natural language
• Drive operational efficiencies and strategic growth
• Ensure scalability and compliance

By adopting PromptWrx, healthcare managers and executives can transition from reactive to proactive decision-making, leveraging the full potential of their data ecosystem.

The future of healthcare data analytics is conversational, dynamic, and powered by PromptWrx. Let’s make it a reality.