Case Studies
Case Study #1: Explore Digits as a prime contractor is enhancing the Center for Medicare and Medicaid Services (CMS) process in making effective healthcare policies by utilizing artificial intelligence and machine learning (AI-ML) services from Amazon Web Services (AWS).
Explore Digits team of data scientist and cloud engineers have developed a AI-ML based Feedback Analysis solution that facilitates interpreting stakeholder comments submitted via the federal eRulemaking Program for CMS.
Utilizing state-of-the-art machine learning and natural language processing, associated machine learning operations (MLOPS) processes, we reduced the workload of analysts, reduced review bias, and accelerate effective communication of stakeholder feedback to policy makers.
By utilizing AWS services, we provide insights from unstructured comments data such as identification of Topics, Themes, Stakeholders, and Sentiments.
Utilizing state-of-the-art machine learning and natural language processing, associated machine learning operations (MLOPS) processes, we reduced the workload of analysts, reduced review bias, and accelerate effective communication of stakeholder feedback to policy makers.
By utilizing AWS services, we provide insights from unstructured comments data such as identification of Topics, Themes, Stakeholders, and Sentiments.
Explore Digits is implementing solutions that continue to serve the growing needs of using the CMS data for various analytic workloads and data sharing across the agency and outside at scale. Explore Digits team of data engineers working with its prime contractor is enabling CMS to build out an AWS Cloud-based data repository that is cost-effective and includes a mature Cloud Data Warehouse with independent storage and elastic compute capabilities.
Case Study #2: Explore Digits as an identified subcontractor to a large business assist Center for Medicare and Medicaid Services (CMS) in migration of its large healthcare Data Warehouse to Amazon Web Services (AWS) cloud, enabling enhanced analytics.
Case Study #3: Explore Digits as an identified subcontractor to a large business assist Center for Medicare and Medicaid Services (CMS) in modernizing Medicare claim processing utilizing Amazon Web Services (AWS) cloud.
Explore Digits evaluates various cloud-managed services through proof of concepts in the modernization of the Medicare part A and B claim processing system. We have partnered with Amazon Web Services and Peraton corporation to establish a cloud environment to enable modern claim submission and processing services. This capability positions Medicare systems to scale and adapt as CMS adjusts to newer approaches in paying claims.
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Watch AWS AI/ML webinar presented by our President Ravi Hubbly where he talks about Explore Digits' solution to cut down complex data challenge in health care industry to create end to end AI/ML workflows.
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National Diabetic Dashboard
The Feedback Analysis Solution
A system that uses CMS or other data sources to review public comments