The AI that knows the difference.
Not a chatbot. Not a copilot. An AI assistant that adapts completely to whether you're studying for finals, grading papers, or running a sprint.
Tori doesn't just know your content. She knows you.
Tori builds a living model of how each student learns. The longer you use SetFlow, the better Tori gets at teaching you specifically.
Session 1
The foundation
Tori starts with your accommodation profile and teacher's notes. She follows proven learning science from day one.
Session 10
Tori is learning
Tori has noticed your patterns. She knows which explanations land, how long you engage, and what topics make you nervous. Her teaching shifts accordingly.
Session 50
Tori knows you
Tori knows you better than most tutors who've worked with you for months. Sports analogies. 20-minute sessions. Morning is your best time. This knowledge is yours — stored in your school's own database.
Mode 1 · Study Tutor
Tori for Students
A Socratic tutor that knows your syllabus, your notes, and your weak spots. Tori asks questions to find the gap, then patches it.
- Explains concepts from your uploaded notes
- Builds practice questions and walks you through them
- Reviews your drafts before you submit
Mode 2 · Teaching Assistant
Tori for Educators
A teaching-assistant in chat form. Drafts the work that takes a teacher's evening — rubrics, quizzes, parent emails — in seconds.
- Generates rubrics and quiz banks from your content
- Drafts announcements and parent emails in your voice
- Summarizes class performance for the next planning meeting
Mode 3 · Work Assistant
Tori for Founders
A project manager that knows your project. Turn a wall of half-formed ideas into a plan you can start on tomorrow.
- Creates tasks and assigns them by conversation
- Tracks blockers and surfaces what needs attention
- Manages your team's shared work context
Mode 4 · Daily Morning Email
Tori Briefing
A short briefing in your inbox before 9am. What's due today, what shipped yesterday, what's blocking the team. Replaces the 7am Slack scroll.
- Personalized for your role — student, educator, founder
- Customizable cadence and timing
- Always one click to the underlying task or assignment
Mode 5 · Course Tutor
Tori for Academy
A tutor inside every SetFlow Academy course. Knows the lesson context, the instructor's notes, and the assessment criteria.
- Course-specific Q&A grounded in the curriculum
- Practice questions that mirror the course assessments
- Office-hours-style help, on demand, 24/7
Mode 6 · SAT / ACT / AP Specialist
Tori Exam Prep
A standardized-test specialist. Practice problems calibrated to your current ability, full timed sections, and a study plan that adapts to your test date.
- Adaptive difficulty per section — Math, Reading, Writing, Science
- Full timed practice sections with score reports
- A countdown plan that pivots if your weak areas shift
Mode 7 · Supportive, Confidential
Tori Private
A confidential check-in space. Sessions auto-delete after 24 hours. No human review. When something is beyond what an AI should handle, Tori refers you to real support.
- 24-hour auto-deletion of all conversations
- No human staff reviews Tori Private chats — ever
- Crisis resources surfaced when conversation indicates need
Tori's adaptive system is built on four scientifically proven learning algorithms.
SM-2 Spaced Repetition
Ebbinghaus forgetting curve (1885)
Active Recall
Testing Effect — Roediger & Karpicke
Interleaving
Robert Bjork, UCLA
Retrieval-Spaced Practice
Psychological Science Journal
Tori will never:
- Write a student's assignment for them
- Pretend to be human
- Share one user's information with another
- Store Tori Private conversations beyond 24 hours
- Replace a doctor, therapist, or lawyer
- Give you the answer instead of teaching you
- Tell a student about their accommodation profile — Tori teaches differently without ever making it clinical
Use cases with their own page.
Tori is powered by industry-leading AI. Responses are generated by AI and may occasionally be incorrect. Always verify important information from authoritative sources.
A confidential space, by design.
Tori Private conversations auto-delete after 24 hours. No human staff member reviews them, ever. The persona is tuned for stuck-and-burned-out moments — not for clinical care.
When the conversation indicates real need (self-harm cues, crisis), Tori surfaces verified support resources alongside the message and encourages you to reach a human.