What is PD follow-up?

PD follow-up is everything that happens to a professional-development idea after the workshop ends — the structured support that turns "great session" into changed teaching. It's the part most PD budgets don't buy, and the part that determines whether the rest was worth buying.

The definition

Follow-up is sustained, job-embedded support tied to a specific commitment each teacher made: someone (or something) that checks in during the teaching week, remembers what the teacher is working on, helps them adjust, and keeps a record of how practice is moving. ESSA's definition of professional development — "sustained… job-embedded, data-driven" — is essentially a legal description of follow-up.

What it looks like on a Tuesday

Concretely: a teacher committed after a workshop to getting students to revise after feedback. On Tuesday, their coach asks one specific question tied to that goal — did anyone revise yesterday? what did you say to make it happen? The teacher writes a few sentences back. The coach responds briefly to what they wrote; when they ask for an idea, it offers a small next attempt. Five minutes, inside the teaching day, logged.

Multiply that by every teaching day, and by Day 30 there's something no sign-in sheet ever produced: a private record of practice actually moving. (You can see a fictional Day 30 teacher report. The portfolio page is a future concept, not a current app feature. The school-level version leaders receive is the sample school report (PDF).)

What leaders see — and don't

Good follow-up systems solve the trust problem explicitly: teachers get a private coaching relationship; leaders get aggregated evidence. Who's engaging, what themes are emerging across the whole group, where the resistance is — trends, never any individual teacher's words. That split is what makes daily follow-up something teachers will actually use honestly.

Why it's suddenly affordable

Follow-up has always worked — instructional coaches have been doing it for decades. What's changed is the economics: a human coach can hold maybe a few dozen deep relationships, and most schools can't staff one coach per teacher, every day. AI coaching makes the daily-touch layer affordable for a whole faculty, with human coaches focusing where human judgment matters most. (More on that split: instructional coaching vs. PD.)