Curriculum Development & AI Integration  |  Educational Research & Consulting

Curriculum that survives contact with a classroom.

Fox Curriculum designs courses, assessments, and instructional materials for the companies building what students actually use, then tests whether the design did what it claimed.

"A master of curriculum design."From five letters by principals, deans, and colleagues
Fox Curriculum painted fox, sitting in long grass with an open book balanced on its nose
Taylor Fox teaching an AP class at the whiteboard, students seated around a shared table
Why now

AI is rewriting how teaching happens. The foundations of how education uses it are being poured right now. I intend to help pour them.

"The people building these tools are designing the cognitive conditions of the next generation, and almost none of them have that written anywhere in the product spec."

AI in instructional design →

Services

What you can hire this practice to do

Curriculum and course design

Course maps, scope and sequence, unit and lesson architecture, and standards alignment, built backward from what learners have to be able to do and carried through approval when a course needs it.

More →
Assessment and alignment

Assessments, rubrics, and scoring guides that measure what the course claims to teach, and audits of existing material that find out where it does not.

More →
AI in instructional design

Advising for teams building learning products with AI, on the one constraint that matters: the tool has to require the thinking rather than perform it.

More →
Professional development

Designed and handed over as materials, delivered live, or delivered online, for teachers and adult professionals who will not sit through a session that wastes their time.

More →

All services and how engagements work →

Selected work

Six pieces, each tested against outcomes

Curriculum Design · UC a-g Approval

UC-Approved Digital Music Course

A school needed a full-year arts elective that would count for university admission, with nothing existing to build from.

Result: designed from a blank page and carried through University of California a-g subject-area review to approval.

Outcome-Driven Design

College Readiness Seminar

First-generation college-bound seniors were missing not ability but a process for applying.

Result: 90% acceptance among participants, from a two-week program built backward from admission rather than forward from topics.

Action Research · California Induction Program

Digital Practice and Skill Transfer

An AI-powered adaptive platform reported gains, and nobody had checked whether the gains were real or memorized.

Result: 70% → 75% accuracy at only 17% question overlap, which rules out memorization and leaves transfer.

A map that cannot survive questions about sequence, format, budget, and evaluation is not yet a map.

Browse the work → Read the project catalog (PDF)

Proof

"A master of curriculum design."

From five letters written by principals, deans, and colleagues who've worked alongside me for years.

“Taylor operates at an elite academic level and brings that rigor and excellence directly into her classroom.”
Michelle Glenn
7-12 Principal, The Rock Academy
“Taylor's AP scores were the highest on school record.”
Jennifer Dean, M.Ed.
Director, Education Support Program
“She brings a rare balance of expertise, empathy, and practical insight.”
Natalie Williamson, M.Ed.
Academic Dean & School Counselor
From The Den

Recent notes on curriculum, AI, and teaching

Cross-posted from LinkedIn, roughly as often as I can keep up with it.

Taylor Fox
August 14, 2026

🕵️ I have started writing a little worse on purpose.

I doubt I am the only one, and I have spent a few weeks trying to work out whether what I am watching is a small stylistic tic or the front edge of something linguists will find obvious in thirty years…

Taylor Fox
August 12, 2026

🤖 I say please and thank you to AI, and I am not planning to stop.

There is a real argument happening right now over whether courtesy toward a language model is a harmless habit or a small act of self-delusion. The case against it is sound. Here is my rub: that case is measuring the wrong thing. My reasons have almost nothing to do with the AI…

See all posts in The Den

Tell me what you are building.

Courses, assessments, a product that has to teach something. Send what you have and I will tell you what it needs.

Start a project →