AI-Enhanced Patient Data Analysis for Cancer Research
Challenge
Analyzing thousands of patient records from various institutions is challenging due to diverse treatment naming conventions, hindering effective comparison of treatment outcomes and research analytics.
Value delivered
Our AI solution standardized treatment names across numerous records, enabling precise comparisons of treatment outcomes. This advancement aids in identifying more effective cancer treatments through improved research analytics.
Technical solution
We developed an Microsoft Fabric Medallion Architecture, which called the OpenAI API for natural language processing to automate the standardization of treatment data. This ensures consistency and reduces manual data preparation, allowing for advanced analytics on treatment efficacy.
AI-Assisted Behavioral Analysis for Autistic Children in Florida Therapy Institution
Challenge
The challenge was to gain a comprehensive understanding of autistic children's behaviors, enabling therapists to design and recommend personalized treatment plans effectively.
Value delivered
We introduced a groundbreaking app that allowed parents to document various behavioral aspects of their children throughout the day. Equipped with AI-assisted recommendations, this tool provided therapists with invaluable insights, facilitating the creation of tailored treatment strategies.
Technical solution
Our technical solution involved the development of an intuitive app using PowerApps, which seamlessly stored behavioral data in Microsoft Dataverse. Leveraging AI, we analyzed this data in conjunction with historical records from the same child and others to identify trends and generate precise recommendations. These insights were made accessible to therapists through Power BI, enhancing the decision-making process for child-specific therapeutic interventions.
AI-Powered Chatbot for Simplifying Health Insurance Coverage
Challenge
Navigating the complexities of health insurance coverage has been a significant challenge for patients, often leading to confusion and dissatisfaction.
Value delivered
We introduced an AI-powered chatbot that provides patients with clear, accessible explanations of their health insurance coverage 24/7. This innovation significantly enhances client satisfaction by demystifying insurance benefits and policies, ensuring that patients can easily obtain the information they need when they need it.
Technical solution
Our chatbot, developed with ChatGPT technology and integrated with Azure OpenAI, received comprehensive training on our internal documentation covering all products and services. This meticulous training process equipped the chatbot with a deep understanding of complex insurance topics, enabling it to offer precise and confidential responses. The result is a highly knowledgeable assistant that upholds the utmost standards of data confidentiality while delivering expert advice to patients.
Consolidated KPI Insights for Enhanced Nursing Home Management
Challenge
A group overseeing hundreds of nursing homes faced the daunting task of consolidating Key Performance Indicators (KPIs) across all facilities. The goal was to extract actionable insights and identify best practices to improve care and operations.
Value delivered
Our solution revolutionized management oversight by aggregating over 100 KPIs from each nursing home monthly. This comprehensive data analysis enabled the leadership team to discern performance trends and provided individual homes with actionable best practices derived from their peers. The outcome was a significant enhancement in operational efficiency and quality of care across the network.
Technical solution
To achieve this, we utilized Microsoft Fabric for efficient and reliable ETL (Extract, Transform, Load) processes, ensuring seamless data ingestion from the multitude of nursing homes. The consolidated data was then visualized in Power BI, offering an intuitive platform for exploring insights, comparing performance metrics, and fostering an environment of continuous improvement through shared knowledge and practices.
AI-Enhanced Chatbot for Simplifying Laboratory Results for Patients
Challenge
Patients often receive blood and urine test results in formats that are difficult to understand, leading to confusion and anxiety about their health conditions.
Value delivered
We introduced a cutting-edge solution: a ChatGPT-powered chatbot that allows patients to easily query their laboratory test results. This chatbot not only provides straightforward explanations but also offers personalized health recommendations, significantly improving patient comprehension and engagement with their own health data.
Technical solution
Our innovative chatbot leverages ChatGPT technology, integrated with Azure OpenAI, to ensure intelligent, context-aware interactions. It securely connects to the laboratory results database, enabling real-time access to patient data. This technical infrastructure allows for the delivery of personalized and understandable feedback on test outcomes, empowering patients with the knowledge they need to make informed health decisions.
