SetFlow
SetFlow
AI-Powered Learning & Work OS

One platform. Every role. Infinite flow.

SetFlow is where students study smarter, educators teach better, and founders build faster — all powered by Tori, the AI that knows the difference between the three. Tori is the brain. The complete LMS is the body.

The only LMS where Tori learns how each student thinks — and teaches them accordingly.

  • Free for students and educators
  • No credit card required
  • LTI 1.3 certified
Canvas breached — 275M records exposed9,000+ schools affected — May 7, 2026BYODB — schools can hold their own classroom dataSensitive fields encrypted by defaultNo advertisers. No data brokers. No AI training on your content.LTI 1.3 certified — works inside CanvasFree 90-day pilot for affected schoolsCanvas breached — 275M records exposed9,000+ schools affected — May 7, 2026BYODB — schools can hold their own classroom dataSensitive fields encrypted by defaultNo advertisers. No data brokers. No AI training on your content.LTI 1.3 certified — works inside CanvasFree 90-day pilot for affected schools
May 7, 2026

Built so a breach of our servers can't expose your students.

ShinyHunters breached Instructure and exposed data from 9,000+ schools during finals week. The breach was possible because Canvas holds every school's student data on its own centralized servers.

Schools on the institutional plan can move classroom data — assignments, grades, submissions, materials — into their own database via BYODB. In that mode, those records never touch our servers. On our managed deployment, sensitive free-text fields are encrypted at rest so a leaked database shows ciphertext, not readable student disclosure.

We verify every LMS integration through DNS domain control — the same trust model as SSL.

0M

student records exposed


0+

schools affected worldwide


0

student records on SetFlow servers under BYODB

Why SetFlow is different

Privacy and security are the architecture, not a checklist.

Your database. Your data.

Schools on the institutional plan can hold classroom data — assignments, grades, submissions — in their own database via BYODB. In that mode, those records never touch our servers.

Sensitive fields encrypted

Bio, what you told the AI tutor, accommodation notes, teacher observations — encrypted at rest. A leaked database shows ciphertext for sensitive disclosure, not readable text.

LTI 1.3 verified

Every LMS integration is cryptographically signed and checked against DNS domain control — the same trust model as SSL certificates.

FERPA by architecture

Schools retain direct control of student records. Under BYODB, classroom data lives in the school's own infrastructure — not by contract, by design.

Meet Tori

Tori doesn't just answer questions. She learns how YOU think.

Tori isn't a general chatbot. She adapts completely to your role — tutoring students differently from assisting educators, differently from managing founder projects.

Tori for Students

Explains concepts from your notes, creates practice questions, reviews your drafts, and sends you a morning briefing with what's due.

Tori for Educators

Generates rubrics and quiz questions, provides AI-assisted first-pass grading, drafts announcements, summarizes class performance.

Tori for Work

Creates tasks by conversation, gives daily project briefings, tracks blockers, and manages your team's work context.

Tori Private

A confidential space. Sessions auto-delete after 24 hours. No human review. Always refers you to real support when it matters.

Tori builds a living model of each student

Adapts every session

After each conversation, Tori updates her understanding of how this specific student learns. Response patterns, breakthrough moments, frustration signals — all tracked automatically.

Two dyslexic students. Two different Toris.

Tori doesn't teach by label. She teaches by individual. Marcus gets sports analogies. Aisha gets music references. Same diagnosis. Completely different teaching.

The knowledge compounds

After 50 sessions, Tori knows a student better than most tutors who've worked with them for months. That knowledge lives in the school's own database. It cannot be replicated elsewhere.

Tori will never write a student's assignment for them.

The whole classroom

A full LMS, not just an AI tutor.

Tori is the brain. Underneath sits the grading, attendance, parent comms, and district plumbing that runs a real school. Same login. Same database. Same week one.

Teacher productivity

Grading is the #1 thing teachers hate. So we automated the boring half.

  • AI drafts feedback per submission — teacher edits, never starts from zero
  • AI pre-review for students before they submit
  • Reusable rubrics + per-criterion grading in SpeedGrader
  • Quiz generation from any chapter or textbook
  • Differentiation — simplified, scaffolded, or challenge versions in one click
  • Originality and AI-likelihood check on free-text work

Classroom operations

The day-to-day plumbing every K-12 classroom needs out of the box.

  • Per-day attendance — Present, Absent, Late, Excused
  • Class schedule, holidays, office hours with student booking
  • Hall pass and late slip workflow
  • Threaded class discussions — pin, lock, moderate
  • Privacy-respecting activity timeline — no surveillance
  • Bulk actions — nudge missing students, message the whole class
  • Late and missing flagging built into the gradebook

Parent engagement

Opt-in, not bcc. Parents only get email after they accept the invite.

  • Teacher-driven parent and guardian invites with explicit accept
  • Weekly digest — grades, announcements, attendance
  • One-click unsubscribe on every email
  • COPPA-compliant parent or guardian approval for under-13s
  • No marketing emails, ever — only what the teacher sent

District integration

Drops into your existing stack. No rip-and-replace required.

  • LTI 1.3 verified launches — Canvas, Blackboard, Schoology, Brightspace, Moodle
  • OneRoster CSV import for rosters
  • PowerSchool and Skyward friendly grade export
  • xAPI and Caliper event emission to your district LRS
  • Public read-only REST API for district reporting
  • Per-tenant email-from with your domain
  • Standards mastery report — students × standards, shaded by mastery

What's in the box

  • 90+ teacher tools
  • 24 languages
  • Standards in CCSS, NGSS, TEKS
  • LTI 1.3 verified
For Every Student

Every student deserves a Tori that gets them.

SetFlow supports IEP, 504, ELL, Gifted, and 15 disability types including dyslexia, ADHD, autism spectrum, dyscalculia, and anxiety. Teachers set accommodations once. Tori applies them in every single interaction — forever — automatically.

Formal Plans

IEP · 504 · ELL · Gifted & Talented. Set once. Applied everywhere.

Behavioral Adaptation

Tori watches response patterns, breakthrough moments, and frustration signals. She adapts in real time.

Universal Read-Aloud

Students with dyslexia or vision impairment get automatic TTS. Every message. Every assignment. Every flashcard.

The science

Built on 140 years of learning research.

Spaced repetition. Retrieval practice. Interleaving. Bloom's taxonomy. Cognitive load theory. Every Tori interaction is built against the same five well-replicated findings that the cognitive-science literature has converged on.

Spacing effect

Ebbinghaus 1885

Flashcards · SM-2 scheduler

Testing effect

Roediger & Karpicke 2006

Practice exams · Tori quizzes

Interleaving

Rohrer & Pashler 2007

Mock exams · SAT/ACT prep

Bloom's taxonomy

Anderson & Krathwohl 2001

Tori Socratic tutoring

Cognitive load

Sweller 1988

Lesson chunking

Worked examples

Sweller & Cooper 1985

Step-through explanations

7

Tori AI surfaces

15+

Disability types supported

LTI 1.3

Advantage certified

BYODB

Your data, your database

CBS + Fox

National news coverage

Free

For every student

Security by Architecture

Built different from the ground up

BYODB architecture

Schools on the institutional plan can connect their own database. In BYODB mode, classroom records — assignments, grades, submissions, messages — never touch our servers.

Encrypted at rest

Sensitive free-text fields — bio, what you told the AI tutor, accommodation notes — are encrypted at rest. IPs are hashed at write time. Parents only get emails after they accept the invite. Analytics are aggregate-only — no per-student surveillance dashboards.

FERPA ready

With BYODB, your institution is the data controller. SetFlow is the tool. Clean FERPA alignment by architecture, not just by policy.

“We keep what we need to run the service,and we encrypt it.”

See the full security details →
Available in 24 languages

SetFlow speaks your language.

The interface ships hand-translated in 24 languages, covering roughly 80% of the world's online learners. Tori replies in your language automatically — and your browser's one-click page translation handles the rest.

Need another language for your district? Email [email protected] and we'll add it.

Stop waiting for your LMS to get better.

It won't. We built what should have existed.

Free for students · Free for educators · $9/mo Pro · Custom school pricing