Pilot Program · Fall 2026
Run Toulmin Lab with your department this fall.
Free Institution tier for one semester, in exchange for a case study and weekly check-ins. Limited to 5 institutions.
Theology · Philosophy · Law · Communication
Three ways to master argumentation
Build from scratch, learn with AI guidance, or analyze real texts. Pick the mode that fits your lesson.
Construct arguments from scratch
Name your claim, grounds, warrant, backing, qualifier, and rebuttal. The diagram updates as you type.
- Guided form walks you through each component
- Live diagram preview updates in real time
- Export finished arguments as PNG, JPG, or PDF

An AI coach that asks the right questions
The AI coach asks Socratic questions about each part of your argument. You write the claim, the grounds, the warrant. The coach points out what's missing.
- Step-by-step guidance through all Toulmin components
- Proposes improvements only when you're ready
- Evaluates your finished argument with detailed feedback

Deconstruct any text through a Toulmin lens
Paste an article or legal opinion. The AI helps you find the claim, grounds, and warrant in the text. Label each passage and build the diagram as you read.
- Highlight text passages that map to Toulmin components
- Progressive diagram builds as you identify parts
- Save your analysis as a complete Toulmin argument

What the pilot includes
What you get
- Full Institution tier unlocked for the Fall 2026 semester.
- Custom branding for your institution's space.
- Personal setup support from the founding team.
- Direct line to Gabriel and Carlos throughout the pilot.
- Full data export at the end of the pilot — you keep your students' work.
What we ask
- A short 1–2 page case study at the end of the semester.
- A weekly 30-minute check-in to compare notes.
- Anonymized usage data so we can keep improving.
- Honest feedback, including what didn't work.
That's the whole deal. No surprises. No auto-renewal. You decide at the end of the semester whether to continue on a paid plan or step away with all your data.
Who the pilot is for
Theology & Seminary
Train students to defend doctrine from texts, anticipate counter-arguments, and cite sources rigorously.
Philosophy & Rhetoric
Walk students through warrant and backing — the parts of an argument they usually leave implicit.
Law
Diagram briefs and decisions so students see how holdings, evidence, and qualifiers actually fit together.
Communication & Writing
Make claims and grounds explicit before students touch the keyboard. Stronger essays, faster.
Apply for the pilot
We read every application. Someone from the founding team will reply within 48 hours.
