Skip to content
MarketScale
‹ Back to IndustriesEducation Technology

How School Districts Can Pay Vendors Based on Student Outcomes

School districts are increasingly adopting outcomes-based contracting (OBC) to tie vendor payments to measurable student learning gains rather than services rendered. This episode of The Future of Education explores how districts like Denver and Duval County are implementing OBC in high-impact tutoring, what mutual accountability looks like in practice, and why the end of ESSER funding makes this model especially timely.

This story was produced through MarketScale. See how Education Technology teams put it to work with Executive Thought Leadership.

Promoted content from The Future of Education with Michael Horn on MarketScale.

By Michael B. Horn · Center for Outcomes-based ContractingDr. Brittany MillerEsser FundingJasmine Walker
Share

Key takeaways

01

Outcomes-based contracting ties vendor payments to actual student learning gains, replacing traditional service-based agreements.

02

Real-world implementations in Denver and Duval County use tools like rate cards and contingency payments to create mutual accountability between districts and vendors.

03

Districts can reinvest leftover contingency dollars to expand programs that demonstrably work, maximizing the impact of limited education budgets.

Get featured

Want to get featured in MarketScale Education Technology?

Create a free MarketScale workspace and get your company's expertise featured across our Education Technology coverage. No credit card, no demo required.

Start free

As school districts face growing pressure to spend limited funds wisely and show measurable returns on investment, a bold new model is gaining traction: paying vendors based on student outcomes rather than services rendered. With the end of ESSER funding and increased scrutiny from school boards, districts are seeking ways to ensure that every dollar directly improves student achievement.

So, how can school districts shift from traditional contracts to ones that tie payment to actual learning gains? And what does that process look like in the real world?

In this episode of The Future of Education, host Michael Horn speaks with Dr. Brittany Miller and Jasmine Walker of the Center for Outcomes-Based Contracting. Together, they explore how outcomes-based contracting (OBC) is being implemented in districts nationwide, what mutual accountability between schools and vendors looks like, and why now is the right moment for this model to scale.

Main topics covered:

  • How outcomes-based contracts work, including rate cards, contingency payments, and the role of mutual accountability
  • Real-world case studies from Denver and Duval County implementing OBC in high-impact tutoring
  • How districts can use leftover contingency dollars to reinvest in what works — and expand successful programs

Dr. Brittany Miller is a nationally recognized education systems leader with deep expertise in strategic planning, continuous improvement, and outcomes-based contracting. She has led district transformation efforts across Denver Public Schools and the Southern Education Foundation, where she now serves as Chief Innovation Officer and Executive Director of the Center for Outcomes-Based Contracting. With a background spanning teaching, research, and executive leadership, Dr. Miller is known for building cross-sector partnerships and driving equity-focused, data-informed change in K–12 education.

Jasmine Walker is an experienced K–12 education leader with a strong background in mathematics instruction, school administration, and outcomes-based contracting. Over nearly 17 years with Duval County Public Schools, she served in roles from teacher to K–12 Director of Mathematics, leading districtwide efforts to improve student achievement. Now Director of District Engagement at the Center for Outcomes-Based Contracting, she supports school systems nationwide in implementing performance-based vendor partnerships that align spending with student outcomes.

The Future of Education with Michael Horn

Part of this channel

The Future of Education with Michael Horn

Michael Horn interviews the people redesigning how students learn

Visit the channel

Your experts belong here

Every story in MarketScale Education Technology starts with a company putting its implementation leads, instructional designers, and district partners on the record. Buyers are already reading this topic. The only question is whose experts they find.

Procurement teams read long before they ever call, and your implementers get to answer their questions first.

Get your team featuredSee how it works15 minutes, straight to a calendar.

About the author

Michael B. Horn
Michael B. HornSpeaker, Writer & Advisor on the Future of Education, Clayton Christensen Institute

Michael Horn speaks and writes about the future of education and works with a portfolio of education organizations to improve the life of each and every student. He is the co-founder of and a distinguished fellow at the Clayton Christensen Institute for Disruptive Innovation, and host of the Future of Education podcast on MarketScale.

Follow Education Technology Insights

Get new expert content in your inbox.

Education Technology: are you visible to AI?

Before they reach out, Education Technology buyers ask AI engines which vendors to trust. Explore how your experts, customers, and partners can become useful content for buyers and AI search.

Free plan

You just read one Education Technology expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your implementation leads, instructional designers, and district partners into the articles, video, and social content Education Technology buyers are searching for. Create a free workspace and see it with your own people. No credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What you get, free

Your own MarketScale workspace, up to 10 people
One professional video edit a month for qualifying companies
Media requests to your crowd, remote recording, AI writing tools
$0, no credit card, nothing that expires

More Education Technology Insights

Michigan's $250M Detroit innovation center is built with Detroit, not for it

Michigan's $250M Detroit innovation center is built with Detroit, not for it

The University of Michigan Center for Innovation, a $250 million facility opening in downtown Detroit in 2027, is designing its workforce programs with community input rather than for the community. Led by director of community engagement Lutalo Sanifu, UMCI is piloting curricula across climate action, urban technology, advanced manufacturing and other fields through focus groups and workshops while the building is under construction.

  • 01UMCI is conducting focus groups and pilot courses before opening to shape curriculum with residents, moving the end-of-course survey to the front.
  • 02Workforce development begins at age 14 and continues into adulthood, stacking micro-credentials and badges into larger certifications tied to employer hiring needs.
  • 03UMCI operates as a startup inside a large institution, with multiple U of M colleges jointly building curriculum around smart cities and urban technology across youth, workforce and graduate learners.

Sep 15, 2026

The Innovator at the Center of UMCI - Episode 2

The Innovator at the Center of UMCI - Episode 2

Scott Shireman, who leads the University of Michigan Center for Innovation (UMCI), moved from the Bay Area to help position Detroit as a destination for talent. His strategy centers on a collaborative network linking the university with Wayne State, Michigan Central and TechTown to support Detroit's revival and sustain the University of Michigan's elite standing.

  • 01Scott Shireman's career took a significant detour to Coursera, where scaling a global enterprise in the tech startup world gave him what he likened to 'a second MBA.'
  • 02UMCI's strategy involves forging connections with local institutions like Wayne State, Michigan Central, and TechTown to build a cohesive ecosystem that attracts and retains top talent.
  • 03Shireman aims to attract and retain top talent by building a collaborative ecosystem that turns Detroit into a 'destination city' melding talent with opportunity.

Sep 15, 2026

Cognizant Expands Google Cloud Deal, Deploys Gemini Enterprise

Cognizant Expands Google Cloud Deal, Deploys Gemini Enterprise

Cognizant announced on July 7, 2026 an expanded partnership with Google Cloud to deploy Gemini Enterprise and Google Workspace across its own organization and to joint clients, according to PR Newswire. The announcement cites internal benchmarks and one client example, alongside separate federal and education adoption data points for Google Workspace.

  • 01Cognizant reports 30% improvement in software development velocity using Gemini Enterprise with its Antigravity 2.0 tooling for code tasks and legacy modernization
  • 02Role-based agents deployed by Cognizant are intended to automate 60% to 70% of manual effort in targeted workflows
  • 03U.S. communications and entertainment provider achieved 17% increase in first-contact resolution and resolved nearly one-third of appointment requests through AI automation with Cognizant's Gemini Enterprise deployment

Sep 12, 2026

Explore More Education Technology Insights

Read more expert perspectives from across Education Technology.

Browse Education Technology Hub

About the Experts

Michael B. Horn headshot
Michael B. Horn

Co-Founder, Clayton Christensen Institute; Host, The Future of Education

Clayton Christensen Institute

Michael B. Horn is a co-founder of the Clayton Christensen Institute for Disruptive Innovation and a leading voice on the future of education and disruptive innovation. He hosts 'The Future of Education' podcast, interviewing educators, entrepreneurs, and thought leaders shaping K–12 and higher education. Horn is the author of several books on blended learning and education reform.

DB
Dr. Brittany Miller

Chief Innovation Officer and Executive Director

Center for Outcomes-Based Contracting, Southern Education Foundation

Dr. Brittany Miller is a nationally recognized education systems leader with expertise in strategic planning, continuous improvement, and outcomes-based contracting. She has led district transformation efforts at Denver Public Schools and now serves as Chief Innovation Officer and Executive Director of the Center for Outcomes-Based Contracting at the Southern Education Foundation. She is known for building cross-sector partnerships and driving equity-focused, data-informed change in K–12 education.

JW
Jasmine Walker

Director of District Engagement

Center for Outcomes-Based Contracting

Jasmine Walker is a K–12 education leader with nearly 17 years of experience at Duval County Public Schools, where she progressed from classroom teacher to K–12 Director of Mathematics. She now serves as Director of District Engagement at the Center for Outcomes-Based Contracting, supporting school systems nationwide in implementing performance-based vendor partnerships.

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Education Technology and beyond.

Book a 15-minute demo

Or call us. No forms required. We pick up. 214-945-2512