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RESOURCES
Insights for Educator Preparation Pathways
Case studies, articles, and practical tools for universities, districts, and partners running teacher residency, apprenticeship, and Grow Your Own programs.


A Woman of Innovation Finalist
Our Founder was recently honored as a Women of Innovation® Finalist in Entrepreneurial Innovation and Leadership by the Connecticut Technology Council.
Marlene Megos
6 days ago1 min read


From Stacks of Spreadsheets to Time for More Student Support: How Delaware State University (DSU) Transformed Clinical Placements
Delaware State University cut 20 to 30 hours of weekly spreadsheet work by moving clinical placements for 150+ candidates across 19 districts into Equate Ed.
Marlene Megos
Sep 254 min read


A Season of Growth: New Partnerships, New Features, New Faces, and Where Educator Preparation Program Management is Headed Next
Some seasons in a company's life feel different — like multiple pieces of a vision clicking into place at once. This is one of those seasons for Equate Education. We've got two new partnerships to announce, exciting product updates, a talented new team member on board, and the wrap of conference season. Here's what's happening and why it matters.
Marlene Megos
Jun 235 min read


What It Takes to Unblock the Educator Pipeline at Scale
What does it actually take to move from an isolated pilot to a pipeline that works at scale? The final article in the Building the Educator Pipeline series — with a free visibility audit.
Marlene Megos
May 204 min read


Structural Gaps Keep the Educator Pipeline Blocked — and What Innovative Programs Are Doing Differently
What these programs share is not a single approach. They share a design philosophy: that preparation happens over time, in real classrooms, alongside experienced and well-supported practitioners, with financial structures that make access possible and data systems that make progress visible. That is the unlock. Not a new policy. A different architecture.
Marlene Megos
May 136 min read


Unlocking the Educator Pipeline Series Article II: What the Texas Data Unlocked About Teacher Preparation vs. Credentials
As Texas confronts the rise of uncertified teachers, new data points to a more nuanced conclusion: the issue is not simply credentials, but whether future teachers have structured, supported classroom experience.
Marlene Megos
May 53 min read


Earn While You Learn: How Teacher Apprenticeships and a Bit of Creativity Can Unlock the Educator Pipeline
Teacher apprenticeships offer earn-while-you-learn pathways for every rung of the K-12 career ladder. Here's how ecosystems — not just programs — unlock the educator pipeline.
Marlene Megos
Apr 283 min read


Now there are THREE Federal Grants Educator Prep Programs Should Know About Right Now
Three Federal Grants offer $220M combined for educator preparation programs. Deadlines are June 1, June 9 and June 23, 2026. Here's what each funds, who qualifies, and why data infrastructure matters before you apply.
Marlene Megos
Apr 283 min read


Striving to Build a Sustainable Educator Apprenticeship? Check Out 10 Data-Driven Solutions to Boost Program Success in 2026
Discover 10 data-driven solutions for a sustainable Educator Apprenticeship. Boost your program's success in 2026 with Educator Apprenticeship insights.
Marlene Megos
Jan 145 min read
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