Featured Articles
Uncertainty in AI Domains
Written by Dr Swaminathan Krishnan, Senior Data Scientist, Illumination WorksAI adoption hinges on its trustworthiness. Validation and testing help to build trust. But how truly trustworthy is the AI? Uncertainty quantification resolves this question, establishing a...
Uncertainty: What is it and why should you care?
Written by Dr Swaminathan Krishnan, Senior Data Scientist, Illumination WorksData science reflects on the past to illuminate the future, but since humans make decisions based on their assessment of risks and rewards, it is crucial that this forecast is accompanied by...
Beyond Dashboards: The Psychology of Decision-Driven BI/BA
Despite all the data at our fingertips, businesses still struggle to turn insights into action. The problem isn’t the numbers—it’s how our brains interpret them, and without integrating decision science and psychology, even the best analytics can lead to poor decisions.
Navigating the Maze of AI Cyber Risks
Tackling the maze of AI cyber risks requires navigating a complex landscape of vulnerabilities, from adversarial attacks and data poisoning to evolving supply chain threats. By adopting proactive strategies and building resilient systems, organizations can stay one...
Revolutionizing AI: Why Combining RAG, Knowledge Graphs, & Quantized LLMs is a Game Changer
In the ever-evolving world of artificial intelligence, the need for accurate, efficient, and scalable systems has never been greater. As the complexity of real-world problems continues to increase, AI needs to step up with solutions that can provide real-time insights...
Toward Automated Taxonomy Construction
With data volume growing rapidly, creating structure and organization to extract maximum value and insights from large data sets is crucial. Solid data taxonomies are a must for meaningful data usage, but creating taxonomies can often be a time-consuming and difficult...
Maximizing the Full Potential of AI with Performance & Scalability
Written by Erica Swanson, Senior Data Scientist, Illumination WorksOrganizations require a sophisticated data infrastructure strategy with cutting-edge scalability and performance measures to illuminate and realize the full potential of their data universe by...
AI for Medical Logistics & Improved Combat Casualty Care
We sat down with John Tribble, Principal Data Scientist, who recently attended an Army industry event where a popular topic of discussion was how artificial intelligence (AI) can be leveraged to improve Medical Logistics. This article discusses thought leadership...
Breaking into No/Low Bandwidth Locations for Essential Communication Success with Edge Analytics
We sat down with our resident data solutioning thought leader, Gary Telles, VP Commercial Division, to talk about how remote autonomy based on extensive machine learning training and analytics at the edge can solve the communication challenge between a central data...
Dark Data & Ways to Bring it into the Light for Strategic Outcomes & Values
At Illumination Works, we talk a lot with clients about business intelligence and data-driven decisions. In fact, most organizations consider data to be a very valuable asset. Unfortunately, the challenge many organizations are facing is that this valuable asset...
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Spotlight: 2024 Employee Award Winners
Please join us in congratulating our Illumination Works 2024 Employee Award winners! At the end of January, we invited our employees to nominate their peers for the 2024 Employee Awards. Each award category had many nominations – all deserving and all very...
Illumination Works Launches New Computer Vision Center of Excellence
Illumination Works (ILW) is thrilled to announce the launch of its Computer Vision Center of Excellence (CoE). Computer Vision (CV) is a specialized area within Data Science that focuses on image processing and applying artificial intelligence (AI) models for tasks...
US Air Force Awards Illumination Works Direct to Phase II SBIR Contract to Automate Price Negotiation Memo Creation with Generative AI Solution
Illumination Works (ILW) is proud to announce the award of a Small Business Innovative Research (SBIR) Direct to Phase II (D2P2) contract working with the Air Force Research Laboratory (AFRL) Digital Capabilities Directorate to advance our Raven™ solution.Raven is an...
US Army Selects Illumination Works to Advance AI-Driven Odin Data Rights Marking Verification Solution
Illumination Works (ILW) is proud to announce a contract award with the US Army to advance our Odin™ Data Rights (DR) solution to provide an artificial intelligence (AI)-driven automated data surveillance application for technical data rights related to ground vehicle...
Illumination Works Launches New Software & Cloud Engineering Practice to Drive Innovation & Accelerate Digital Transformation
Illumination Works (ILW) is thrilled to announce the launch of our Software and Cloud Engineering Practice! This practice aims to provide growth opportunities for our talented team members while enhancing the scope of services offered to clients and by addressing...
Illumination Works Promotes Jan Turkelson to Senior Vice President
Illumination Works, a leading provider of user-centric digital transformation, is proud to announce the promotion of Jan Turkelson to Senior Vice President. In her new senior executive role, Jan will play a crucial role in the organization’s leadership including...
