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Gemini Canvas · Firebase Hosting · School Box (coming soon)

Differentiation on
Auto-Pilot

The open-source AI engine that turns static curriculum into interactive games, leveled text, and quizzes — in seconds, not hours.

Firebase Deploy School Box (Coming Soon)
Allobot

Optimized for Google Chrome & Microsoft Edge on Desktop

0
Interactive Tools
0
Languages
$0
Software Cost
K-12
Grade Range
gemini.google.com · localhost:3000

Watch the Demo

See how it works in under 10 minutes

For Administrators

Administrator Overview

See how AlloFlow supports district-wide goals

Learn More

Short explainer videos for every stakeholder — teachers, families, and multilingual learners.

Watch Overview

For Teachers

See how AlloFlow generates differentiated lessons, aligned assessments, and interactive activities — replacing hours of prep with a single free AI tool.

Watch Overview

For Parents & Families

How families can use AlloFlow at home for reading practice, phonics games, adventure mode stories, and homework support — for less than $8/month.

Watch Overview

Multilingual Learners

Supporting ELLs with native language generation, bilingual scaffolds, and 100+ language translations — not just Google Translate overlays.

🎧 Audio for Families

Kitchen Table Scripts & Gamified Learning

A quick listen for parents and families — discover how AlloFlow turns your kitchen table into a fun, AI-powered learning station with gamified phonics, math adventures, and interactive stories.

Duration: ~5 min • Best enjoyed with a cup of coffee ☕

Three Pathways. One Mission.

Run instantly in Gemini Canvas — deploy to Firebase for your district — or go fully offline with the School Box for absolute data sovereignty (coming soon, in collaboration with Tyler Despain of Physher).

1

Choose Your Path

Cloud: Paste the Canvas link. Firebase: Deploy to Google Hosting. Local: Run docker-compose up.

2

Configure & Create

Complete the Quick Start wizard or ask AlloBot to auto-generate a full lesson pack.

3

Differentiate

Generate quizzes, games, leveled text, and more. Export or go live instantly.

Eliminating the "Differentiation Tax"

Educators face a cognitive burden: adapting one curriculum for dozens of unique learning profiles.

For Teachers: Speed

Manual differentiation takes hours. AlloFlow automates text leveling, glossary creation, and assessment design in seconds.

  • Teacher Paced Mode for guided instruction
  • Automated QTI/Canvas Exports
  • Integrated Answer Keys & Rubrics

For Students: Access

Students receive a personalized "Lesson Pack" and review material at their own pace with built-in accommodations.

  • Offline HTML Bundles for homework equity
  • Native Text-to-Speech & Phonics
  • Gamified Review (XP & Leveling)
Powered by Gemini

Explore the Pedagogy

Dive deep into the research behind AlloFlow. Listen to our AI podcast overview or tap through the interactive slide decks.

The "Why" Behind AlloFlow

Audio Overview • 8 mins

Equity First

Local-First Architecture

AlloFlow is built on a Local-First Monolith architecture. While lesson generation requires internet access, exported HTML bundles guarantee that students receive offline study resources with the exact same pedagogical support as any connected classroom.

🌐 Online: AI Generation
Features that generate new content—like Adventure Mode worlds, DOK Leveled Quizzes, and Text Rewriting—require an active connection to the Gemini Canvas API.
⚡ Offline: Interactive Play
Once loaded, all STEM Lab tools, Interactive Games, Word Sounds, and Immersive Reader execute 100% locally in the browser with zero server round-trips.
📥 The Bridge: HTML Bundles
Teachers can generate lessons online, then click "Export to HTML". This bundles the entire interactive experience into a single file that students can play completely offline.
0 Server round-trips required
100% Interactive parity offline
Cloud Server 📡 Student Chromebook LOCAL-FIRST Word Sounds STEM Lab Adventures Quizzes
Differentiation

Instant Leveled Text

Adapting a single reading passage for five different reading levels previously took hours. AlloFlow's Bimodal Generative Pipeline reconstructs raw texts dynamically — one click, multiple outputs.

🔬 Syntax & Semantic Downgrading
The AI doesn't just swap synonyms — it restructures compound-complex sentences into simple S-V-O patterns while preserving the narrative "Golden Thread" across all levels.
🧵 Golden Thread Preservation
Every leveled version retains the same core narrative, characters, and key vocabulary so all students can participate in the same class discussion.
📚 Dolch Word DB Integration
Lower levels automatically substitute vocabulary from the Dolch high-frequency word list, ensuring emerging readers encounter sight words they're actively learning in class.
5 Reading levels from one source
<60s Generation time per level
11th Grade Source Text AI Engine Bimodal Pipeline Enrichment 📈 Grade 8 (ESL) Grade 5 (IEP) Grade 2 (RTI) Grade K-1 🌱 HARD EASY 📖 Dolch Word DB 220 high-freq. words Same content → 5 reading levels in under 60 seconds
Engagement

Multi-Modal Workflows

6+ output formats from one standard

One size never fits all. AlloFlow uses a Structural JSON Extractor to guarantee that raw standards data can be visualized into vastly different UIs—gamified adventures, interactive quizzes, printable worksheets, and more.

Deterministic HTML Generation
AI outputs are rigorously mapped into predictable data structures, allowing an Escape Room puzzle and a 3D Dice Adventure to stem from the exact same mathematical standard.
Zero-Code Authoring
Teachers toggle modes in a visual UI—no HTML, CSS, or JavaScript knowledge required. The engine handles all rendering automatically.
📋 Live Preview Dashboard
Teachers see a real-time preview of each modality before distributing to students—3D Adventure, Escape Room, Quiz, Comic, or Worksheet—all rendered from the same source data.
{Standard Data} ⚙️ 🎲 3D Adventure 🔒 Escape Room 📊 QTI Quiz 💬 Comic Strip 📖 Storybook Same standard → infinite modalities
Science of Reading

Phonemic Precision

44 IPA phonemes mapped to orthography

English spelling frequently violates spoken rules. The Word Sounds Studio bridges orthography with auditory IPA sounds through synchronized playback, aligned with the Science of Reading's phonemic awareness pillar.

Advanced Audio Orchestration
To prevent TTS "ghost loops", audio strings are cached in proxy layers and sequenced perfectly to prevent overlapping reads during rapid student interactions.
Elkonin Box Integration
Interactive sound boxes let students tap individual phonemes while seeing the IPA symbol and hearing the isolated sound—bridging the gap between letters and speech.
🎯 Multi-Sensory Strategy Alignment
Visual letter highlighting, auditory IPA playback, and kinesthetic tap-to-segment actions combine three modalities in a single exercise—aligning with Orton-Gillingham and structured literacy best practices.
3 Modalities per exercise
5 Phonemic awareness activities
ORTHOGRAPHY C A T /k/ /æ/ /t/ IPA PHONEMES 🔊 Audio Waveform
Scaffolding

Interactive Tour Engine

5 step guided walkthrough sequence

Allobot is an embodied pedagogical agent. Rather than passively chatting, it parses JSON to physically manipulate the DOM, guiding students visually to exactly what they need—reducing cognitive load for learners who struggle with navigation.

data-help-key Binding
Every element is tagged. The AI generates deterministic coordinates for the Bot Avatar to scroll to, open drawers, and highlight targets in sync with Text-To-Speech.
Multi-Sensory Navigation
Visual highlighting, spoken narration, and animated scrolling combine to guide students through features—fulfilling UDL's multiple means of representation.
♿ Accessibility-First Navigation
Screen-reader-compatible ARIA labels are auto-injected by the tour engine. Every highlighted element receives focus management and keyboard-navigable controls—aligning with RTI Tier 1 scaffolding.
100% Keyboard accessible
ARIA Auto-injected labels
3 {"action": "highlight", "target": "tool_math", "speak": "Click here!"} Step 3 of 5 🤖 Click here! 👆 AI Agent → DOM Manipulation → Visual Guidance
FERPA Compliance

Absolute Data Privacy

0 student PII transmitted to external servers

Student data should never be collected, sold, or stored on corporate servers. AlloFlow solves data privacy by eliminating backend databases entirely—there is no server to breach.

Local Context Compression
All quiz scores, XPS, and RTI metrics are heavily compressed (via LZ-String) and persisted explicitly inside the district's local browser context.
FERPA & COPPA by Design
Because no student data ever leaves the device, AlloFlow is inherently compliant with FERPA, COPPA, and state-level student privacy laws—no vendor agreements needed.
🔐 Zero-Knowledge Architecture
Even AlloFlow's developers cannot access student data—because there is no server to query. The entire platform runs client-side, making unauthorized data collection architecturally impossible.
0 Vendor agreements needed
LZ String-compressed storage
Local Storage 📊 Quiz Scores 📈 XPS & RTI Data 👤 Student Profiles Cloud All Data → LZ-String Compression → localStorage Only
Community

Empowering Families

$0 parent licensing cost—forever

Response to Intervention (RTI) thrives when families are involved, but high-tier educational software is usually gatekept by district licensing fees. AlloFlow breaks this barrier with free, identical access for every family—in 100+ languages.

💰 The $0 Software Extension
Parents can practice identical phonics strategies and manipulatives at the kitchen table that teachers use in the classroom, ensuring continuity of care across all settings.
🔄 Consistent Strategies Across Settings
The same science-of-reading decodables, leveled passages, and interactive quizzes students see in school are available at home—no separate app or subscription required.
🌐 Multilingual Family Support
Parents and guardians can view all lesson content in their native language via the built-in translation layer—bridging the school-to-home gap for multilingual households without external tools.
100+ Languages supported
$0 Family cost forever
🏫 Classroom Teacher creates lesson ❤️ Share JSON 🏠 Home Family practices together JSON lesson.json 🎒 🌍 100+ Same Student → Same Lesson → Two Settings → 100+ Languages
STEM & Science

Interactive STEM Lab

65 interactive tools spanning 9 disciplines

A full virtual lab covering math, advanced math, life science, earth & space science, physics & chemistry, computer science, creative design, social studies, and applied simulation. Students manipulate real simulations — not passive videos.

🔬 Virtual Lab Equipment
Circuit builders, wave visualizers, DNA labs with CRISPR simulation, titration labs, flight simulators, fire ecology, epidemic modeling, semiconductor physics, and a coding playground — all running in the browser with zero install.
🐠 Immersive Simulations
Explore a virtual aquarium with 30+ AI-driven species, a 3D anatomy viewer covering 100+ organs and body systems, a neuroscience atlas with 30+ brain regions, a pharmacology lab with 20+ neurotransmitter pathways, and a geology collection with 30+ mineral specimens.
📐 Cross-Curricular Coverage
From K-2 base-ten blocks to high school function graphers, chemical equation balancers, and data plotting tools. Aligned to NGSS and Common Core Math standards.
⚡ CDN-Powered Loading
The entire STEM Lab loads as a single external module via jsDelivr CDN. Zero impact on the core app's performance — tools are fetched only when selected by the user.
5 Science Disciplines
0 Install required
📐 Math Physics ⚗️ Chem 🌍 Earth 🧬 Life 🎵 Music 40+ Simulations → 5 Disciplines → Zero Install → Browser Native
Clinical & Behavioral Support

BehaviorLens Clinical Suite

310+ clinical tools across 8 categories

A comprehensive ABA and behavioral assessment toolkit built for BCBAs, school psychologists, and special educators. Every tool runs locally — no student data ever leaves the device.

📊 Data Collection & Analysis
IOA calculators (5 methods including exact agreement, total count, and interval-by-interval), DTT data sheets, interval recording, frequency/duration/latency records, and cumulative graphing.
🎯 Clinical Instruments
Preference assessments (MSWO, Paired, Free Operant), task analysis with chaining and prompt hierarchies, token economies, behavior contracts, DRO/extinction protocols, and treatment integrity tracking.
🤖 AI-Powered Tools
Natural language ABC analysis, IEP goal generators, observation coach, progress reports, caseload dashboard, MTSS tier manager, and effect size calculators (Tau-U, NAP, PND) — all powered by 244 AI calls.
18+ Clinical tool types
FERPA Compliant by design
🧠 BehaviorLens 📊 🎯 📋 🤖 📈 310+ Tools → 8 Categories → FERPA Compliant → Zero Cloud
Clinical Reports

Report Writer

10 step wizard with AI accuracy verification

A psychoeducational report wizard purpose-built for school psychologists. Triangulated generation with self-healing accuracy verification ensures every claim is traceable to your original data — the safest AI-assisted clinical report tool that exists.

🔒 Fact-Chunk Accuracy Pipeline
Scores are extracted as immutable facts. The AI generates N parallel drafts, selects the most evidence-grounded one, then runs score-text verification, cross-section consistency checking, and a self-healing dual-pass audit that auto-fixes errors and re-verifies.
📝 17 Assessment Presets + Multi-Format Export
WISC-V, WIAT-4, BASC-3, Vineland-3, BRIEF-2, Conners-4, and 11 more. Generate reports at technical, parent, or student reading levels. PII is scrubbed from all AI-facing pipelines with developmental norms cross-referencing (attention span, tantrums, social play, vocabulary by age).
PII Auto-scrubbed from AI pipelines
3 Reading levels per report
📋 Psych Report ✓ Verified: WISC-V FSIQ=102 ✓ Verified: WJ-IV SS=95 ⚠ Review: interpretation ✓ Verified: BASC-3 T=62 🔒 PII Scrubbed Fact-Chunk → AI Generation → Audit Verification → Export
Built-In Research

Research Suite

1-Click study setup with automated data collection

AlloFlow includes a complete clinical research infrastructure built directly into the platform — no external tools needed. Design a study, collect data, and export CSV files for analysis.

🔬 Research Mode
Name your study, set an IRB number, and configure auto-survey frequency (every 3/5/10/15 sessions). Research Mode automatically logs every session — student, activity, duration, and date — with zero teacher effort.
📊 Embedded Surveys & CBM
Built-in student, teacher, and parent/guardian surveys launch from the Research Tools panel. Import external CBM scores (DIBELS, AIMSweb) to link with AlloFlow usage data for correlational analysis.
📈 Probes & Progress Monitoring
Math fluency probes (computation accuracy + speed), Oral Reading Fluency with AI-scored WCPM and accuracy heat maps, and literacy fluency probes — all with exportable, timestamped data.
CSV One-click export
0 External tools needed
🧒 👨‍🏫 📊 📋 👪 📈 Study Setup → Auto-Logging → Surveys → CSV Export
Developer Ecosystem

Modular Architecture

0 lines of backend code required for new modules

AlloFlow's "app-within-an-app" framework lets developers build independent educational modules that inherit the full AI infrastructure — translation, Gemini access, data storage — with zero backend code.

🔌 Hub-and-Spoke Model
The parent app provides core infrastructure (Gemini AI, translation, device sync). Community modules plug in as lightweight single-file apps with full creative freedom over UX and logic.
📦 CDN-Based Off-loading
Modules are hosted on GitHub and served via jsDelivr CDN. Only the modules a user selects are loaded — ensuring scalability even with 50,000+ lines of community-contributed code.
🤖 Agentic Development
This architecture is optimized for AI-assisted "vibe coding." Developers can use agents like Antigravity to build robust tools on top of the existing, battle-tested AlloFlow foundation.
AGPL Open-source modules
Extensible modules
AlloFlow Parent Hub 🔬 STEM Lab 🔊 Word Sounds 🧩 Your Module 👥 Community 📚 Classroom 🎓 Research Hub-and-Spoke → CDN Loaded → AGPL Licensed → Extensible
Gamification

Adventure Mode

5 narrative rooms per quest with boss battles

Reading becomes an interactive RPG. Students navigate through themed rooms, answer comprehension questions to unlock doors, collect inventory items, and face boss battles — all generated from any lesson content.

🎲 3D Dice & XP Progression
Physical dice rolls determine battle outcomes. Students earn XP, level up character portraits, and unlock achievements — creating intrinsic motivation to read deeply.
📖 Storybook Export
Completed quests export as illustrated storybooks that students can share. Each page recaps their journey, choices, and discoveries — turning reading into a creative artifact.
🏰 Dynamic Room Generation
Gemini AI generates themed rooms, NPC dialogue, obstacle logic, and boss encounters from any standard or reading passage — with zero teacher prep time.
RPG Reading engine
0 Prep time for teachers
📜 Room 1 ⚔️ Room 2 🗝️ Room 3 🧩 Room 4 🐉 Boss XP Progress
Multilingual

100+ Language Support

100+ languages with instant UI translation

Multilingual Learners deserve tools in their home language. AlloFlow's automatic translation engine converts the entire interface — buttons, labels, instructions, and generated content — into 100+ languages with one click.

🌐 Full UI Translation
Every button, menu, tooltip, and instruction translates automatically. Students interact with the entire app in their native language, not just the lesson content.
📝 Bilingual Views
Side-by-side English + home language display lets MLL students read content in both languages simultaneously, building English skills while retaining comprehension.
🗣️ Culturally Responsive
Teachers can override language at the activity level. A Spanish-speaking student can read English content with Spanish scaffolds — all within the same lesson.
1 Click to translate
RTL Script support
🌍 Español العربية 中文 Français Português हिन्दी EN ANY One Click → Full UI + Content → 100+ Languages
Engagement

Interactive Game Modes

8+ game types generated from any lesson

Every lesson can become a game. AlloFlow generates Review Games, Bingo, Memory Match, Crossword, Word Search, Escape Room, Team Showdown, and Concept Sort — all from the same academic content, with zero teacher setup.

🎮 Zero-Code Game Generation
Gemini AI converts any reading passage, vocabulary list, or standard into ready-to-play games. Teachers select a game type and the content is mapped automatically.
🏆 Escape Room Engine
Teams solve 6 puzzle types across themed rooms with clue chains, streak bonuses, lives, hints, and a Final Door synthesis challenge — gamified comprehension at its peak.
📊 Team Showdown
Firebase-powered live competition with real-time leaderboards and team scoring. Teachers control rounds from their device while students compete on theirs.
6 Escape Room puzzles
Live Multiplayer support
🎲 Bingo 🧩 Memory ✏️ Crossword 🤝 Showdown 🔍 Word Search 🚪 Escape Room 📋 Review Game One Lesson → 8+ Game Types → Zero Setup → Instant Play
Computer Science

Gemini Coding Bridge

3 sandbox environments: Python, React, p5.js

Gemini AI auto-generates sandboxed coding environments directly from lesson content. A reading passage about ecosystems becomes a p5.js simulation; a math lesson becomes a Python calculator.

💻 Instant Sandbox Generation
One click converts any lesson into a live coding environment with pre-written starter code, instructions, and expected outputs — ready for students immediately.
🎨 Cross-Curricular Coding
Art becomes p5.js sketches. Math becomes Python functions. Science becomes data visualizations. CS integration happens naturally within existing curriculum.
🔒 Safe Execution
All code runs in sandboxed iframes with no access to the parent application, student data, or external networks. Students experiment freely without security risk.
AI Generated code
🔒 Sandboxed execution
▶ Output: ✓ Simulation running... 🐍 Python ⚛️ React 🎨 p5.js Lesson Content → AI Code Gen → Safe Sandbox → Instant CS
RTI Monitoring

Oral Fluency Coach

WCPM calculated automatically from speech

Students read aloud and the AI calculates Words Correct Per Minute (WCPM) with a color-coded accuracy heat map. Results feed directly into RTI progress monitoring dashboards.

🎙️ Speech-to-Text Analysis
Students read a passage aloud using their device microphone. The AI transcribes and compares against the original text, identifying omissions, substitutions, and self-corrections.
🗺️ Accuracy Heat Map
Each word displays a color-coded overlay: green for accurate, yellow for hesitation, red for errors. Teachers instantly see fluency patterns without manual running records.
📈 RTI Data Integration
WCPM scores are automatically logged to the local progress monitoring dashboard. Track growth across sessions, set benchmark goals, and export data for IEP documentation.
0 Manual running records
RTI Progress monitoring
The cat sat on the mat. It was a sunny day. WCPM: 87 ▲ +12 from last session Correct Hesitation Error Read Aloud → AI Analysis → Heat Map → RTI Dashboard
Collaboration

Democracy Mode

Live class voting with group-level differentiation

Students vote on story directions, vocabulary choices, and lesson paths in real time. The system then pushes different leveled content to different groups based on their votes and reading levels — true democratic learning.

🗳️ Live Classroom Voting
Students vote from their devices on story choices, discussion prompts, or activity types. Results display live on the teacher's projected screen with animated vote tallies.
🔀 Group-Level Differentiation
After voting, the system automatically pushes different content to different groups. Advanced readers get enrichment while emerging readers get scaffolded versions — same lesson, different paths.
🤝 Student Agency
Students own the direction of their learning. Choices create investment. Investment creates engagement. Engagement creates retention. Democracy Mode closes the loop.
100% Student voice
Auto Group differentiation
Option A ⬛⬛⬛⬛ 45% Option B ⬛⬛⬛ 35% Option C ⬛⬛ 20% 👤 👤 👤 👤 👤 Enrichment On-Level Scaffolded Vote → Differentiate → Deliver → Every Student Wins
Accessibility

Immersive Reader

WCAG 2.1 AA accessibility compliance

Built-in Immersive Reader with Dyslexia-friendly fonts, line focus masks, syllable splitting, grammar color-coding, and picture dictionary — all students read independently and comfortably.

🔤 Dyslexia-Optimized Fonts
OpenDyslexic and other specialized typefaces increase letter spacing, weight bottoms of characters, and reduce visual confusion — toggle-able per student without affecting others.
📏 Line Focus & Reading Masks
Configurable reading ruler highlights 1, 3, or 5 lines at a time while dimming surrounding text. Reduces visual overwhelm for students with attention or tracking difficulties.
🎨 Grammar Highlighting
Color-codes nouns (blue), verbs (red), adjectives (green), and adverbs (gold) in any text. Syllable splitting breaks long words into readable chunks with visual separators.
Keyboard + SR parity
4 Parts of speech
Immersive Reader The cat sat on the warm mat. It was a very peaceful morning. The sun shone brightly in the sky. Birds chirped softly nearby... The garden was alive with color. Aa Adj Vrb Adv Syllables Focus ▼ Nouns Verbs Adj. Adverbs Dyslexia Fonts → Grammar Colors → Line Focus → Every Student Reads
Assessment

Exit Tickets & Quiz Engine

4 DOK levels with auto-tuned question complexity

Gemini AI generates standards-aligned multiple-choice questions at the teacher's chosen Depth of Knowledge level. Export directly to Canvas in QTI format or use as in-app exit tickets with instant grading.

📝 AI-Generated Questions
From any passage, Gemini generates DOK 1 (recall), DOK 2 (skill), DOK 3 (strategic thinking), or DOK 4 (extended thinking) questions — teachers choose the cognitive demand.
📤 Canvas QTI Export
One-click export to QTI 2.1 format imports directly into Canvas, Schoology, or any LMS with zero reformatting. Question banks build automatically over time.
✅ Instant Grading & Feedback
In-app exit tickets grade instantly with wrong-answer explanations. Teachers see class-wide results in real time — no paper, no scanning, no data entry.
QTI Canvas-ready export
0s Grading time
AlloFlow Quiz Q1: What is the main idea? DOK 2 A The ecosystem adapts... B Plants grow quickly... C Water is important... DOK 1 DOK 2 DOK 3 DOK 4 📤 Export QTI
Analytics

Teacher Dashboard

3 RTI tiers with automatic progress monitoring

The Teacher Dashboard provides real-time class analytics, individual learner profiles, and RTI/MTSS progress monitoring — all stored locally with no cloud dependency. Track growth, set goals, and export IEP documentation.

📊 Class-Wide Analytics
See class averages, score distributions, and completion rates across all activities at a glance. Identify struggling students and celebrate growth — powered by local data only.
👤 Individual Learner Profiles
Drill into each student's journey: quiz scores, fluency rates, phonics mastery, and XP progression. Data-driven insights without any cloud storage or privacy concerns.
📈 RTI/MTSS Progress Monitoring
Track students across Tier 1, 2, and 3 interventions with benchmark goals and trend lines. Generate graphs for IEP meetings directly from local data.
Local Data stored on device
IEP Export-ready reports
📊 Teacher Dashboard Tier 1 — 72% Tier 2 — 20% Tier 3 — 8% Growth Trend ▲ Local Analytics → RTI Tiers → Progress Trends → IEP-Ready
Mission

The Open-Source Commitment

100% open-source, forever free

Built by a public school educator to dismantle the "Differentiation Tax"—the unacceptable reality that teachers spend their own money on accommodations. AlloFlow is MIT-licensed and will never charge educators.

Fully Open Infrastructure
AlloFlow is completely open-source. School districts or independent developers can fork, modify, and host their own internal variants of the platform without vendor lock-in.
No-Profit, Pro-Teacher Model
Every feature—leveled text, adventure mode, quizzes, decodables—ships free. No premium tier, no "contact sales," no district budget line required.
🤝 Community Contributions Welcome
Educators can submit feature requests, custom games, and lesson packs via GitHub. Every contribution is reviewed and merged to benefit the entire community—turning teachers into co-developers.
MIT Licensed forever
$0 Cost to educators
</> AlloFlow Core 🎒 Schools 🏛️ Districts 🌍 Global 👨‍👩‍👧 Families 💻 Devs MIT License Open Source → Fork Freely → Community Driven → Forever Free
AI Generation

AI Research Engine

3-Pass research, outline, and citation pipeline

AlloFlow's Source Generator uses a multi-pass AI pipeline with optional Google Search grounding. Content is researched, outlined, written section-by-section, and fact-checked — producing citation-backed lessons from any topic.

🔍 Google Search Grounding
Toggle "Verify Facts" and Gemini searches the live web before writing. Sources are cited inline with numbered references — ensuring lesson accuracy for science, history, and current events content.
📄 Multi-Pass Writing Pipeline
Pass 1 researches and gathers sources. Pass 2 builds a structural outline. Pass 3 writes each section with smooth transitions and embedded citations — producing publication-quality educational content.
🎯 Teacher-Controlled Parameters
Teachers set topic, tone (Informative, Narrative, Persuasive, Humorous), grade level, standards alignment, vocabulary targets, and word count — the AI handles the rest with zero prompt engineering required.
5 Tone presets
K–Grad Level range
Pass 1 Research 🧠 Pass 2 Outline 📝 Pass 3 Write Generated Lesson [1] [2] [3] Verified 🌐 Google Topic → Research → Outline → Write → Cite → Verified Lesson
Literacy

Spelling Bee & Word Games

4 phonemic game modes with voice input

The Word Sounds Studio transforms phonics practice into interactive game modes — Spelling Bee with microphone input, Sight & Spell orthography drills, Elkonin sound boxes, and Word Sorting — all aligned to the Science of Reading.

🎤 Voice-Powered Spelling Bee
Students hear a word via TTS, then spell it aloud using their microphone. Speech-to-text validates each letter in real time, with streak tracking, difficulty progression, and instant corrective feedback.
👁️ Sight & Spell Orthography
Students see a word briefly, it disappears, and they must reconstruct it from scrambled letter tiles. AI-generated distractors ensure phonetically plausible wrong answers — testing true orthographic memory.
💡 Adaptive Hint System
Progressive hints reveal one letter at a time without giving away the full answer. The system tracks which phoneme patterns students struggle with and adjusts future word selection accordingly.
🎙️ Voice recognition
SoR Aligned activities
C A T ? ? 🔥 Streak 5 🐝 Spelling Bee Sight & Spell Elkonin Boxes Word Sort Hear → Spell → Validate → Adapt → Master
Visual Learning

Organizers & Decodable Readers

6+ organizer types with AI-generated decodable readers

Transform any lesson into visual thinking tools — Venn diagrams, KWL charts, cause/effect maps, timelines, concept webs, and T-Charts. Plus, generate Science of Reading-aligned decodable readers with controlled phonics patterns.

🗺️ AI-Generated Visual Organizers
Gemini analyzes lesson content and automatically populates organizer fields. Students can edit, expand, and rearrange — building comprehension through visual structure rather than passive reading.
📖 Decodable Reader Generator
AI creates phonics-controlled stories targeting specific letter patterns (CVC, CVCe, blends, digraphs). Each story uses only previously taught patterns — true Science of Reading alignment for emerging readers.
🎓 UDL Multiple Representations
The same content appears as text, visual organizer, decodable story, and interactive quiz — giving every learner a pathway that matches their cognitive strengths and developmental stage.
6+ Organizer types
SoR Decodable readers
Topic A Topic B Both Venn Diagram CVC Pattern Decodable 📊 KWL ⏱️ Timeline 🔗 Cause/Effect 🕸️ Web 📋 T-Chart Lesson → Visual Organizers + Decodable Readers → Deep Comprehension
Self-Hosted AI

Your AI, Your Hardware

$0/yr AI costs after hardware

AlloFlow supports model-agnostic AI backends. The School Box air-gapped deployment is currently in development with collaborator Tyler Despain of Physher — designed to run the entire platform on a single school workstation with zero cloud dependency.

🐳 Docker "School Box" Deploy
docker compose up -d launches Ollama (text AI), Flux (image generation), Piper (text-to-speech), and SearXNG (web search) — all running locally on your network.
🔒 Total Data Sovereignty
Every AI call — text generation, image creation, voice synthesis — happens on-premises. Student data never touches external servers. FERPA compliance by architecture, not policy.
🔌 Pluggable Backends
Choose your AI provider: Gemini, Ollama, OpenAI, Claude, or any OpenAI-compatible endpoint. Switch backends in one click — zero code changes required.
~$3K One-time hardware
vs $23.5K /yr in SaaS subscriptions
School Network 100% ON-PREMISES 🧠 Ollama LLM 🎨 Flux Images 🔊 Piper TTS 🔍 SearXNG 💻 Laptop 📱 Tablet 📱 Phone Cloud 🔒 One Command → 4 AI Services → Zero Cloud Dependencies
Equity First — Local-First Architecture
Slide 1 of 22

Universal Design for Learning

700+ features organized by UDL Principle. See all features →

Adventure Mode

Turns reading into an interactive RPG with 3D dice, storybook export, and inventory tracking.

Word Sounds Studio

Complete phonemic awareness suite: Segmentation, Blending, Isolation, Rhyming, and Sound Mapping.

Exit Tickets & Quizzes

Generate MCQs with DOK tuning and export directly to Canvas (QTI format).

Interactive Games

Review Game, Bingo, Memory Match, Crossword, Word Search, and Concept Sort.

Leveled Text

Rewrites text for K-12 levels with Immersive Reader, Dyslexia Fonts, and Grammar Highlights.

Escape Room

Teams solve 6 puzzle types to escape a themed room with clue chains and streak bonuses.

Gemini Bridge

Auto-generates sandboxed coding environments with Python, React, and p5.js — directly from lesson content.

Democracy Mode

Students vote on story paths, choices, and directions — with live group differentiation that pushes different content to different groups in real time.

Oral Fluency Coach

Students read aloud, AI calculates WCPM and shows a color-coded accuracy heat map for RTI monitoring.

STEM Lab

40+ interactive simulations including an aquarium (30+ species), 3D anatomy viewer (100+ organs), galaxy explorer, coding playground, chemistry lab, and more — all browser-native.

Modular Architecture

Hub-and-spoke framework lets developers build independent modules that inherit Gemini AI, translation, and data storage — zero backend required.

100+ Languages

Full UI and content translation in 100+ languages with bilingual side-by-side view — one click switches everything instantly.

Immersive Reader

Dyslexia fonts, line focus masks, syllable splitting, and grammar color-coding — WCAG 2.1 AA accessible for every learner.

Exit Tickets

AI-generated DOK-leveled quizzes with instant grading and one-click Canvas QTI export — zero paper, zero data entry.

Teacher Dashboard

Real-time class analytics, RTI tier tracking, and individual learner profiles — all stored locally with IEP-ready report export.

BehaviorLens Clinical Suite

310+ clinical tools — IOA calculators (5 methods), DTT data sheets, preference assessments, scatterplot analysis, effect size calculators, IEP goal generators, MTSS tier management, and AI-powered observation coaching.

Report Writer

Psychoeducational report wizard with Fact-Chunk accuracy pipeline — extracts scores, scrubs PII, and generates clinically-accurate narrative sections with AI audit verification. Multi-language export included.

Research Suite

Built-in Research Mode with study setup (IRB tracking), auto-triggered student/teacher/parent surveys, CBM score import, fidelity logging, math and reading fluency probes, and one-click CSV research data export.

View All 700+ Features

Built by an Educator, for Educators

AlloFlow was designed by a school psychologist who understands the realities of the classroom.

Free Consultation

Want help setting up AlloFlow for your classroom or district? I offer free 1-on-1 consultations to walk you through the platform, answer questions, and help you get started.

Schedule a Session

Share Your Story

Had a positive experience using AlloFlow in your classroom or at home? I would love to hear how it has impacted your learners!

Contact Aaron

Simple, Transparent Access

AlloFlow itself is 100% free and open-source. You only need a Google account to power the AI.

Free
$0
Google Education Account
  • Full AlloFlow access
  • Ample district quotas
  • Enterprise protections
Recommended for Families
AI Plus
~$8/mo
Personal Google Account
🎁 ~$4/mo for first 2 months
  • Higher usage limits
  • Full Gemini AI platform
  • 2 TB Google storage
AI Pro
~$20/mo
Personal Google Account
  • Everything in AI Plus
  • ~100 prompts/day
  • Premium models
See How Your School Saves $40K+/Year

Prices shown are approximate U.S. pricing as of early 2026. Visit one.google.com for current plans. AlloFlow does not charge any fees.

Disclaimer: AlloFlow is an independent open-source project and is not affiliated with, endorsed by, or sponsored by Google.

Data Privacy & Architecture

AlloFlow is designed with security in mind, putting control in the hands of educators.

File-Based Persistence

Because Gemini Canvas environments don't persist internal databases across sessions, AlloFlow uses a "sneakernet" architecture. You save and load your activities directly as standard JSON files to your hard drive. This makes sharing custom lessons with other teachers or deploying activities to students as simple as sharing a file.

Google Education Infrastructure

By running as an artifact within Gemini Canvas, AlloFlow piggybacks entirely on your district's existing Google Workspace for Education security agreements. API calls happen directly through Google's infrastructure, ensuring your school's FERPA and COPPA compliance remains intact.

Local-First Student Data

Student progress, XP, quiz scores, and session data are tracked — but stored locally on the device, never uploaded to external servers. Teachers can export data as JSON files for record-keeping. The Student Portal uses generated codenames instead of real names, keeping learner identities private by default.

Ready to Transform Your Classroom?

Join a growing community of educators saving time and reaching every learner.

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