Data ScienceMeetsSubject Matter Expertise

Our team has over 20 years of experience in the public health arena. Knowli can help States maintain fiscally-sound programs by optimizing limited resources and assuring appropriate service delivery. Our current projects include interactive reporting and dashboard development, managed care readiness assessment, managed care quality and performance monitoring, and predictive and prescriptive analytics.

Our team was formally deployed in March 2020 by the Florida Agency for Health Care Administration to serve the State of Florida Emergency Response to the Public Health Emergency (PHE). For over two years, our team provided daily reporting to state leadership to support data-driven decision-making related to the PHE. Our projects included interactive reporting on cases, hospitalizations, Emergency Status System (ESS) and Emergency Notification System (ENS) data, hospital and facility resources, vaccinations, and more.

Administering and monitoring federally funded child and adult nutrition programs is a challenging task. Knowli has developed analytic solutions for states to detect anomalies in eligibility and service delivery by monitoring contractor and vendor trends. Equipped with these supportive analytic tools, states can effectively prioritize sites for reviews and audits for the maintenance of program integrity, efficiency, and fiscal accountability.

Knowli assists health departments with comprehensive Community Health Assessments (CHA) using the MAPP 2.0 framework. We develop assessment instruments, conduct focus groups, field surveys, analyze data, and produce visualizations to support the Community Health Improvement Plan (CHIP) process. Our expertise helps local health departments evaluate community needs and drive strategic public health action.

Knowli can help agencies take advantage of the rapid advances in technology to identify and assess areas of concern and opportunities for growth. Working to meet our clients’ needs, we have developed custom performance-monitoring dashboards, designed automated Early Warning Systems for financial and utilization parameters, and identified data-driven, practical solutions to improve agency outcomes.

State government relies on availability of timely, accurate information to support policy development and implementation. Our team supports state agencies and other entities in preparing responses to Legislative Session information requests. Operating in a rapid-response environment during Session and Committee Weeks, we ensure that clear and correct information is delivered to decision-makers through appropriate channels

Knowli supports data-driven decision-making and assessment research in the education sector. Knowli’s team has subject matter experts in educational research, with experience designing, implementing, and assessing educational interventions from K-12 through college. Knowli develops education surveys and data dashboards to support evidence-based decision-making.

Knowli’s team is well-trained in both qualitative and quantitative research methods to support research and evaluation efforts in health and human services sectors. Our team manages survey design and implementation, develops analytic dashboards to visualize trends, performs and analyzes qualitative interviews, and produces statistical models that address current issues and predict future outcomes.

We leverage machine learning and AI to help government agencies and healthcare organizations turn complex data into actionable insights. Our team has fine-tuned language models to identify potentially preventable events in Medicaid and support projections related to opioid use, abuse, and resource allocation. We prioritize transparency, accuracy, and privacy. Whether supporting predictive modeling, natural language processing, or risk identification, we build AI tools that empower smarter decisions.

Detecting fraud, waste, and abuse in federally funded programs requires targeted analytics that help agencies safeguard program integrity and ensure fiscal accountability. Knowli has developed solutions for programs like SNAP, Medicaid, and CACFP that surface anomalies in eligibility, service delivery, and vendor behavior. By identifying patterns of risk, our tools help agencies prioritize investigations, audits, and reviews, empowering decision-makers to protect public resources and improve program oversight.

Understanding critical infrastructure systems and their impact on the ecosystem is critical to a safe and sustainable future. Our team works with state agencies to ensure vital limited resources like fresh water are properly tracked and analyzed for optimal use and reuse. This includes working with state and local partners to ensure capacity and flow rates are reported timely and accurately for planning and development decision makers.