Exponent partners with the boldest leaders in public education — districts, charter networks, intermediaries, and funders — to turn scattered data into clear insight and better decisions for students.
Exponent Education supports the boldest leaders in public education with the data expertise they need to drive improvement and expand opportunity for students. We build capacity for data use and generate insight at scale — combining deep analytic expertise with practical, school-based consulting.
Steve has spent nearly 20 years helping schools and systems make better, more evidence-informed decisions with data. Since 2018 he has led Exponent, working shoulder-to-shoulder with some of the fastest-improving and most innovative systems in the country.
Before founding Exponent, Steve was Vice President for Strategy and Integration at Teach For America and Chief Implementation Officer at Tembo, leading data-science teams focused on student achievement and school quality. Earlier, he managed analytics for StudentsFirst and DC Public Schools as a Fellow with Harvard’s Strategic Data Project.
He began his data career at the Urban Institute and holds a degree in economics and Africana studies from Notre Dame.
We design beautiful, intuitive products grounded in extensive user research and the science of data visualization — then we help leaders put them to work.
Our dashboards integrate and surface critical student and teacher performance data for school and system leaders — in key areas like foundational literacy — to support strategy throughout the year.
Our school quality tools include school performance frameworks and advanced statistical models that identify the schools and programs making the biggest difference for students.
Our public data reporting empowers stakeholders at every level — from parent organizers to state legislators — to monitor progress in the difficult work of systems change.
A compelling data strategy starts with an accurate diagnosis. We research current capabilities, needs, and aspirations, then turn those findings into an actionable plan for people, process, and product.
We build and run managed warehouses — on Google Cloud and BigQuery — that improve data storage, integration, and analysis, with connectors to the K–12 systems you already use.
We identify outliers “beating the odds,” flag students most at risk through predictive analytics, evaluate the impact of interventions, and shine a light on hard-to-manage data like social-emotional learning and postsecondary completion.
We deliver our managed dashboards in partnership with Pluvoir, a platform that’s purpose-built for school and district leaders. Pluvoir integrates the key student and teacher data from your most important source systems and supports the views, metrics, and workflows your leaders need.

From district dashboards to public data explorers and what-if simulators — a few examples of how we turn complex data into something leaders can act on.
An illustrative list of partners we’ve worked with

An interactive model of where school-age population is growing, where high-quality seats already exist, and where new schools would do the most good — with adjustable score weights and exportable scenarios for portfolio planning.
Built on publicly available enrollment, demographic, and quality data, layered onto neighborhood, precinct, and tract geographies.
A what-if tool that lets network leaders see how their state report-card rating would change under different scenarios — adjusting each measure’s performance and comparing a projected rating against a simulated one in real time.
Encodes Ohio’s component weights and business rules (like early-literacy measures and promotion overrides) so leaders can stress-test strategy before results are final.


A public-facing data explorer at moschooldata.org that makes otherwise hard-to-reach state assessment and school-quality data open, comparable, and easy to navigate — for families, advocates, and policymakers alike.
Visit moschooldata.orgTell us what you’re trying to accomplish — we’ll help you get there.
Get in touchTell us a bit about your organization and what you’re trying to accomplish. We’ll get back to you to talk through how Exponent can help.
support@exponenteducation.com