AI System Test and Evaluation
Noblis brings profound mission insights and innovative technical approaches and capabilities to advance customer missions past potential roadblocks, including non-deterministic behavior, dynamic environments, data dependency, lack of standardization, explainability gaps, bias, fairness and adversarial attacks.
Algorithm Development
Noblis helps customers navigate the intricate landscape of AI algorithm selection and implementation, encompassing key aspects such as problem definition, data management, model refinement, deployment strategies and ongoing monitoring. Our proficiency extends to addressing critical factors of responsible AI, including mitigating bias, ensuring explainability and enhancing robustness. Leveraging our depth of experience, Noblis delivers breakthrough solutions that solve some of the nation’s most complex challenges.
Decision Analytics Services
Noblis’ decision analytics are tailored for federal agencies, with expertise in data analysis and preparation, predictive modeling, data visualization, ML and explainable AI. We specialize in providing ongoing support for managing data analytics infrastructure, maintaining models and ensuring the continued effectiveness of decision-analytics solutions. The outcome? We transform raw data into actionable intelligence.
High-Performance Computing Services
At Noblis, we recognize the pivotal role of HPC in driving transformational AI solutions. It is essential for managing the complex computational tasks necessary for training and running efficient AI models that enable breakthroughs in our customer’s AI-driven applications. With extensive experience hosting the latest NVIDIA processors and delivering cloud-based services, our AI experts integrate these resources seamlessly to expedite and optimize AI impacts.
Identity Intelligence System Development
Noblis’ innovative solutions address identity challenges facing federal agencies, ensuring citizen safety and border security. We integrate computer vision, ML, biometrics and forensic technologies to solve complex intelligence and national security issues. We leverage deep domain experience to offer comprehensive lifecycle support to law enforcement and intelligence missions, including applied research, standards development and advanced technology engineering for federal stakeholders.
Multimedia Dataset Engineering
Multimedia dataset engineering is vital for successful AI projects involving such diverse formats as images, video and audio, shaping reliability and fairness crucial for project success. Noblis brings together decades of experience and custom tools to develop novel algorithms for image enhancement, forensic manipulation detection, media triage and computer vision tasks. As a crucial aspect of applying these tools, Noblis is a leader in the secure collection, curation and processing of extensive image and video datasets using cutting-edge computer vision and ML pipelines.
Condition-Based and Predictive Maintenance
The management and upkeep of extensive equipment and hardware pose a significant challenge for numerous federal agencies, including the Department of Defense (DoD). Transitioning to condition-based predictive maintenance offers numerous benefits, such as optimized maintenance schedules, minimized downtime, cost savings, prolonged asset lifespan and data-driven insights. Noblis has developed its own time-series anomaly detection algorithms to deliver next-generation asset management capabilities.
Explainable AI Research
Fully exploiting AI utilization across federal agencies hinges on stakeholders’ trust in necessarily complex AI systems. Explainable AI (XAI) enhances user comprehension of decision-making processes, nurturing trust and confidence in system results and recommendations. Noblis is committed to an extensive independent research and development initiative, concentrating on XAI and leveraging cutting-edge techniques. Noblis’ Responsible AI Framework mandates XAI evaluation for every AI project, integrating XAI techniques directly into the development process.
AI Field Guide for Public Sector Enterprises
As AI continues to shape the landscape of both federal government and industry, Noblis recognizes the critical need for practical guidance in navigating this transformative technology. Our AI Field Guide equips public sector enterprises with insights into leveraging AI to its fullest potential. From harnessing the power of data to fostering digital fluency among teams, this guide offers invaluable support for organizations on their AI adoption journey.
