We bring the latest research in econometric modeling based on extensive experience in academic economics and business practice. We focus on the estimation of structural and causal models. We have extensive experience in designing, implementing, and evaluating randomized controlled trials, as well as non-randomized interventions. Our expertise spans diverse areas such as consumer demand, digital marketing, and program evaluation.

Our data science and engineering teams routinely handle massive datasets derived from a variety of sources, including customer data, sensors, administrative data, and social media. We are trusted by major companies to handle billing data, critical infrastructure data in the power sector, and financial data. Our AI based algorithms perform extensive data validation and imputation. We offer a number of AWS based solutions for visualization, including customizable dashboards for a variety of data types, such as geocoded data.

We specialize in the development of bespoke AI products for structured data (such as customer data or sensor data) and unstructured data (text and images). We are implementing cutting-edge advances in AI to predict individual level outcomes, which allow us to customize content and target premier customers. We are innovators in implementing “digital twin” strategies for measuring the impact of interventions. Our AI team specializes in the use of AI to extract causal insights from data. We have a robust R&D process for implementing the latest AI technologies, including large language models and neural operator models.

Our behavioral team combines advances in psychology and neuroscience with in-depth data analytics to constantly create novel approaches to assisting consumers in making optimal welfare maximizing choices. We emphasize the importance of data-driven and highly personalized messaging that engages customers and nudges them to act. We design complex gamification strategies that shape customer journeys and provide meaningful opportunities for choice architecture.