I work with → Universities & professional schools

Higher Education Consulting · Est. 2025

Helping universities teach well in the age of AI.

Two decades inside Columbia. Faculty development, AI policy, and inclusive pedagogy — built into systems that actually move institutions forward.

Services · Ranked

Five practice areas, ordered by where institutions feel the pressure most.

  1. 01

    AI Integration & Faculty Adoption Strategy

    Only 25% of educators feel trained to use AI in their curriculum — yet 95% of students and faculty use it daily. I help institutions close that gap with policy, redesigned assignments, and a path from faculty resistance to confident adoption.

    Highest demand

    Built at Columbia Business School

  2. 02

    Faculty Development Program Design & Evaluation

    Professional development is 37% of the educational consulting market and AI-assisted instructional design is growing at 20% CAGR. My ReCAP framework and Columbia-scale faculty support systems translate into programs mid-size institutions want but don't know how to build.

    Largest market share

    ReCAP framework

  3. 03

    Inclusive & Anti-Racist Pedagogy

    Institutions are caught between equity commitments and political pressure. I help embed equity-centered teaching without exposure — drawing on the Anti-Racist Educator Institute at Columbia's medical center.

    Specialized practice

    Health sciences track record

  4. 04

    Teaching Effectiveness & Learning Technology

    Campuses are stuck with under-used LMS platforms and untrained faculty. I work at the seam of pedagogy and learning technology — especially for schools with new platforms and poor uptake.

    Operational

    20+ years across Columbia

  5. 05

    Professional Practice Education Framework Design

    For schools of social work, nursing, public health, and professional programs redesigning curricula around applied competencies and AI fluency. Few consultants understand both the pedagogy and the professional context.

    Niche & lucrative

    Health sciences + business school

Bio

Michelle V Hall.

Learning strategist for institutions that teach adults.

I've spent two decades at Columbia University working at the intersection of pedagogy, equity, and technology — leading AI integration at Columbia Business School and building the Anti-Racist Educator Institute at the medical center.

The work translates. Whether the room is full of faculty redesigning a syllabus or managers rolling out an AI tool to a 5,000-person org, the question is the same: how do adults actually change how they think and work? I build the policy, run the program, and stay long enough to see it land.

I work with universities, professional schools, and enterprises that need someone who has done the operational work — not just theorized about it.

Selected work

Engagements & frameworks.

2023–2025

Columbia Business School

AI policy & assignment redesign

Shaped institutional policy and moved faculty from skepticism to fluent classroom practice.

2021–2024

Columbia University Medical Center

Anti-Racist Educator Institute

Designed and led a faculty institute centered on equity-driven teaching in health sciences.

Ongoing

ReCAP Framework

Faculty development model

An operational framework for scaling reflective, evidence-based faculty growth.

2008–2025

Columbia Schools (multiple)

Learning technology integration

Faculty enablement across LMS adoption, instructional design, and pedagogy alignment.

Testimonials

What clients say.

Michelle moved our faculty from quietly banning AI to redesigning their assignments around it — in one semester. The shift was cultural, not just tactical.

Senior Associate Dean

R1 Business School

She doesn't hand you a deck and leave. She stays in the room until the policy actually works for the people teaching under it.

Vice Provost for Teaching & Learning

Private Research University

The ReCAP framework gave our center of teaching a spine. Faculty development finally feels evidence-based instead of performative.

Director, Center for Teaching

Health Sciences University

Michelle's work on inclusive pedagogy was the rare DEI engagement that improved teaching evaluations and didn't blow up politically.

Department Chair

School of Public Health

Get in touch

Let's talk about your next semester.

Most engagements start with a 30-minute conversation. Tell me what's stuck, and I'll tell you whether I can help.

Contact Michelle

michelle@example.com

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