Featured Articles
Balancing AI Autonomy & Human Oversight with Adaptive Human-in-the-Loop
As artificial intelligence (AI) continues to evolve, the way we balance autonomy and human oversight is entering a new era. Traditional human-in-the-loop (HITL) models rely on humans as checkpoints—approving, rejecting, or validating AI outputs before they move...
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...
Check out more illuminated articles
Illumination Works Awarded $97M, 10-Year Air Force IDIQ Contract for Digital Transformation & Industrial Modernization
Illumination Works (ILW), a leader in digital transformation and advanced data solutions, is proud to announce the award of a $97 million, 10-year, Phase III Small Business Innovative Research (SBIR) Indefinite Delivery/Indefinite Quantity (IDIQ) contract with the Air...
Illumination Works Launches New Business Agility practice to Accelerate Innovation & Digital Transformation
Illumination Works (ILW) is thrilled to announce the launch of our Business Agility Practice! This new practice provides growth opportunities for our talented team members while enhancing and accelerating our client services by addressing emerging industry...
Illumination Works Launches New Cloud Engineering Center of Excellence
Illumination Works (ILW), a leader in digital transformation and advanced data solutions, is pleased to announce the launch of its Cloud Engineering Center of Excellence (CoE), designed to push the boundaries of cloud innovation and deliver next-generation solutions...
Illumination Works Promotes John Tribble to Director of Data Science
Illumination Works (ILW), a leading provider of user-centric digital transformation, is proud to announce the promotion of John Tribble to Director of Data Science. In his new role, John will work directly with the Executive Leadership Team to implement data science...
Illumination Works Promotes Janette Steets to Associate Vice President of the Defense Division
Illumination Works, a leading provider of user-centric digital transformation, is proud to announce the promotion of Dr. Janette Steets to Associate Vice President of the Defense Division. In her new role, Janette will play a crucial role in the organization’s...
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...
