AI PAIRING TABLE
By Bump Bench
VOLUME II · BUILD THE LEARNING
Prepared for the Work You Will Lead
Bring a workshop, course, retreat, intensive, seminar, group, or educational product.
Bump Bench helps structure what participants need to understand, practice, and use, then develops tailored written AI instructions around that design.
Your expertise · Designed learning · Tailored AI instructions
01
Your Work
The workshop, course, retreat, intensive, seminar, group, or educational product you want to develop.
02
The Learning Structure
What participants need to understand, practice, and use, along with the sequence, activities, materials, and evaluation that support it.
03
Your Tailored AI Instructions
Reusable written instructions fitted to that design for use in your own ChatGPT or Claude account. You review and decide what is used.
VOLUME III · DEMONSTRATION PROTOTYPE
Home-Practice Work Breakdown
Parents may understand occupational therapy recommendations and still struggle to fit them into everyday life.
This prototype helps a parent sort what is working, what needs attention, and what they may want to discuss with the occupational therapist.
They leave with a simple summary of priorities and questions for the next conversation with you.
VOLUME III · DEMONSTRATION PROTOTYPE
An Approved Book Library, Easier to Explore
A therapist may already have trusted books and resources for the families they support.
This prototype turns that approved information into an interactive library parents can explore by topic, age, or need.
Parents can see what may fit and how a resource could be used at home.
Demonstration prototype.
VOLUME III · DEMONSTRATION PROTOTYPE
Gray Rock or Not?
Knowing the definition of gray rock can be easier than recognizing it in conversation.
This prototype uses fictional exchanges to help users practice spotting observable communication features and receive immediate feedback—without sharing personal information.
The practice stays focused on the communication itself, not motives, diagnoses, or relationship decisions. Demonstration prototype. It does not assess a relationship or safety, recommend whether gray rock is appropriate, or make clinical decisions.
Practitioner Feedback Testimonial
Gray Rock or Not? · Prototype Evaluation
Gray Rock or Not? · Prototype Evaluation
★ 5/5
Would recommend Bump Bench
“Easy to work with and receptive to feedback.”
The practitioner was very satisfied that the prototype reflected the intended learning need.
Where they saw client value
The reviewer strongly agreed that the interactive format could support clearer understanding of a communication skill, lower-pressure practice through fictional scenarios, immediate feedback on subtle distinctions, and gradual skill development.
They also valued that the practice does not require personal information and can reinforce learning between professional sessions while keeping professional judgment with the practitioner.
Prototype evaluation · 1 practitioner reviewer · August 2026
THE STARTING POINT
See the Method.
Or Bring Your Own Work.
Experience the learning-first method at an AI Pairing Table™ using a prepared practice example.
Already building a workshop, course, retreat, intensive, seminar, group, or educational product? Concierge Instruction Set™ helps structure the learning and tailors the written AI instructions to that work.