What we do
In an era where you hear AI terminology everywhere, we stand out because we continually deliver on the promise of advanced analytics and technologies. We are an organization that is committed to improving the care and outcomes in the healthcare industry through data analytics. We are here to focus on you and your mission.
Revolutionizing the way AI/ML software is built.
The user is at the center of everything we do. Even though we use state-of-the-art technologies and analytic tools, we ensure that all solutions are in line with the users' needs, context, and workflow.
AI and Machine Learning
Explore Digits is a leader in AI and ML services, actively designing, deploying, and maintaining these technologies in both the public and private sector, providing significant value to end-users.
Using readily available models from companies such as Amazon, Meta, Anthropic, and others, Explore Digits has implemented Generative AI capabilities including summarization, theme extraction, knowledge bases, knowledge graphs, and chatbots.
Explore Digits has successfully completed a project for a Natural Language Processing (NLP) initiative focused on analyzing public sentiment towards government healthcare policies. With a primary objective of identifying themes and gauging agreement and disagreement, our team delved into a large corpus of user comments. Leveraging state-of-the-art NLP technologies and advanced analytic tools, we ensured that our solutions were not only technically robust but also deeply aligned with the users' needs, contexts, and workflows. By placing the user at the center of our approach, we crafted an intuitive and insightful UX experience that provides valuable insights into public opinion on healthcare policy.
Explore Digits strives to create AI/ML models that are designed, developed, and deployed in ways that adhere to ethical norms and values. We make use of tools and metrics to improve model fairness, transparency, and accountability, and that safeguard against biases that could lead to discriminatory outcomes. For example, our models provide citations as to which data was used to deliver the model’s responses.
Putting an AI/ML model into production is just one step in making an operational model. The entire ML model lifecycle needs to be considered. MLOps enhances the deployment, monitoring, and management of machine learning models, significantly accelerating the transition from experimental AI to operational applications while ensuring models are accurate, scalable, and aligned with business goals.
Cloud
Explore Digits has deep and broad experience across many cloud services including security such as:
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Security Hub, Inspector, and Guard Duty
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Virtual servers, serverless and containers
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Relational and NoSQL databases
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Networking
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AI/ML including Amazon SageMaker and Bedrock
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Data warehouses and visualization such as Redshift and QuickSight.
Our team has AWS Professional and other certifications and specializations so you can be confident our solutions will not only meet your needs but follow best practices for cloud security, development, deployment, and ongoing monitoring and maintenance.
We have worked with multiple clients to migrate large and complex on-premises data centers to the cloud. Our expert knowledge of technology used to support these activities coupled with our focus on and expertise in healthcare data ensure a smooth transition for clients that want to modernize their data systems. Explore Digits leverages our advanced partnership with Amazon Web Services (AWS) to provide the best cloud solutions.
Explore Digits can help you better understand your data and how it is used, re-architecting your data stores and removing data silos to democratize your data making it accessible to a broader audience of data consumers both inside and outside your company while maintaining proper governance and access policies.
Your cloud environment must be secure and Explore Digits can help. Using cloud-native tools such as AWS Security Hub, Inspector, Guard Duty, and others.
Engineering
Explore Digits applies scientific, mathematical, and empirical principles to innovate, design, build, maintain, research, and improve software systems with an emphasis on data storage and transformations, NLP (Natural Language Processing), and analytics and visualizations.
Explore Digits follows industry standard agile software development and project management methods. Our teams will design, build, test, deploy, and maintain a comprehensive solution that will be sustainable, secure, and valuable to your organization for years to come. Communication among the team and with stakeholders is a key part of the application development process and we make use of well-known tools including Atlassian Confluence and Jira, Slack, Microsoft Teams, and other tools.
There are many nefarious actors out there so your applications must be secure. We make use of automated vulnerability scans for servers and application code and anomaly detection for cloud account access and usage. Plus we can integrate application authentication and authorization with your existing environment such as Microsoft Active Directory or third-party providers such as Okta.
We architect software systems using microservices architectures with well-defined APIs and loosely coupled components. The many advantages of such architectures include:
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Improved resilience
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Improved security
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Improved debugging and testing
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Improved scalability
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Ease of integrating new features
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Ease of maintenance
Data Analytics
At Explore Digits, we are at the forefront of applying advanced data analytics across both government and private sectors. Our expertise encompasses a wide range of data services—from developing sophisticated statistical analyses for program evaluation to creating user-friendly dashboards and summaries that make data accessible and actionable. We excel in cleaning, preparing, storing, and securing data, ensuring that our solutions, such as cloud-based AI platforms and natural language processing tools, deliver powerful insights and maintain the highest standards of data integrity. Whether it's transforming complex healthcare datasets into intuitive, insightful interfaces or providing robust infrastructure for AI deployment, Explore Digits is committed to pioneering solutions that meet the diverse analytic needs of our customers.