AlloFlow · open-source AI classroom assistant

One lesson. More ways to learn.

Free, open-source tools for differentiated instruction. Start with original text and reading supports. Add reviewed adapted companions, learning activities, and accessible document alternatives to fit your learners.

Launch in Gemini Canvas Find the right tool See a classroom example

No AlloFlow license fee. Optional AI providers, hosting, and support may have costs. Compare access paths.

Gemini Canvas is the simplest educator entry point and uses the Gemini access available to your Google account. Browser and Desktop paths are available when a different provider or local-first setup fits better.

Adaptive Levels, Layers, & Outputs Flexible Learning Options for Whole-Student Education

From source to student-ready resource

Keep the science. Change the support.

Keep the original water-cycle passage available. Add a focused glossary, an optional adapted companion, and more than one way to explain an idea.

Illustrative example: these samples were prepared for this page. They are not a live AI result, a reading-level assessment, or a record of a real student.

1 · Bring a source

A shared learning goal

Explain how the Sun helps water move through evaporation, condensation, precipitation, and collection.

Sample source passage

Energy from the Sun warms water in lakes and oceans. During evaporation, liquid water changes into water vapor, a gas. As moist air cools, water vapor can condense into tiny liquid droplets that form clouds. When droplets grow large enough, they fall as rain, a form of precipitation. Water collects in lakes, rivers, and oceans, where it can evaporate again. This describes one possible path through the water cycle.

Download sample text (.txt)

To try it: paste this source into AlloFlow and choose Read original with supports. Opening the original needs no AI call; generated word explanations and adapted companions use your selected AI setup.

2 · Choose a support

Explore three sample resources

Optional adapted companion: shorter sentences

The Sun warms water in lakes and oceans. Some liquid water becomes water vapor, a gas. This is evaporation. Moist air can cool. Water vapor can then become tiny liquid drops. This is condensation. The drops form clouds. When drops grow large enough, they fall as rain. Rain is one kind of precipitation. Water gathers in lakes, rivers, and oceans. This is collection. It can evaporate again. Water can follow other paths, too.

Teacher decision: use this as a supplement to the original passage. Keep the scientific vocabulary and the idea of a cycle, and check whether shorter sentences help the learners; no grade-level match is assumed.

A small glossary with familiar examples
Evaporation
Liquid water changes into water vapor. Example: a puddle gets smaller as water evaporates.
Condensation
Water vapor changes into liquid water. Example: drops form on the outside of a cold glass.
Precipitation
Water falls from clouds, for example as rain or snow.
Collection
Water gathers in places such as lakes, rivers, and oceans.

Teacher decision: preview the terms needed for this lesson. Explain that the drops on a cold glass come from water vapor in the surrounding air.

One exit ticket, different response options

Prompt: How does the Sun help water move through the water cycle? Use the words evaporation, condensation, precipitation, and collection. Explain one possible path.

Response options: write a short explanation, explain aloud, or label a diagram and describe the connections using an established communication method.

Teacher decision: apply the same science criteria to each response. Check the Sun's role, changes between liquid and gas, and connections between stages. Do not score handwriting or speaking fluency as science understanding.

3 · Review before sharing

The teacher makes the final call.

Compare each resource with the source, check the science, and try the support in the learner's actual reading or response workflow.

Try your own sourceRead the complete teaching example →

Start with your goal

You do not need to understand all of AlloFlow first.

Choose the job closest to yours. Each route explains source requirements, AI needs, and the best place to launch.

1

Educator: find a classroom tool

Search STEM labs, literacy supports, planning tools, assessment workflows, and prepared resources by the task at hand.

Open the tool finder → 2

Accessibility team: remediate a document

Understand the source-bound pipeline, evidence package, portable Skill, local connector, and required human review.

Explore remediation → 3

District evaluator: choose an access path

Compare Gemini Canvas, the hosted browser app, Desktop, portable Skills, and local connector responsibilities.

Compare paths → 4

Tester or contributor: shape what improves

Try one focused workflow and share an idea, bug, accessibility barrier, or de-identified classroom observation.

Share feedback safely →

Start with the tool you need

Search by classroom goal, subject, or feature. Results explain whether a tool needs source material or AI before you enter AlloFlow.

Source-aware:Some tools start immediately. Others need source text or analyzed source material; every catalog card tells you which.
Browse the full tool finder →

Document accessibility hub

Create accessible document alternatives with traceable evidence.

AlloFlow can analyze a source, rebuild semantic structure, verify exact outputs with multiple engines, and package artifacts for human review. It does not promise automatic legal conformance.

Explore remediation

Inspect the pipeline

Follow extraction, semantic rebuild, bounded repair, independent HTML checks, tagged-PDF output, and review.

Use a portable Skill

Download a versioned package whose scripts do not call an AlloFlow server, with clear host and local-tool boundaries.

Plan the right edition

Understand what is local, what needs Gemini or another provider, and how the Claude Desktop connector installs from a checksummed release.

Title II planning dates are approaching. The standards exist to make digital services usable by people with disabilities, not merely to satisfy a deadline.

Read the standards context

Try one focused workflow and tell us what happened.

Short, de-identified feedback about a tool, bug, or accessibility barrier is more useful than a generic review.

Choose a safe feedback route
400+
Documented Capabilities
150
Registered STEM IDs
72
SEL Tools
60+
Language Resources

Tutorials

Walkthroughs of the real workflow, start to finish.

gemini.google.com · localhost:3000

Resource Generation

Build a differentiated lesson from a single source · 12 min

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 multilingual learners with mirrored language packs, bilingual scaffolds, and AI-assisted translation workflows, 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 ☕

Try One Tool Right Now

No signup, no install, no account. Three starting points for the three questions educators arrive with: can it fix what I already have, can it help me run my work, and will students actually engage with it.

Fix a document you already have

Take an inherited PDF or worksheet through the remediation pipeline: audit, rebuild, human review, and an evidence report you can keep.

Educator Growth & Evaluation

Walkthroughs, the full observation cycle, and growth trends in a private workspace that stays on your device. For leaders and coaches.

Water Cycle

Ride one droplet through evaporation, condensation, and precipitation, making choices along the way. One of 140+ interactive labs.

Browse the full tool catalog, read the teacher guide, or start with the chapter for school leaders. Evaluation has its own user manual, and the School Rewards store can be tried with fictional data before any setup.

From a source to a resource you can teach with.

Start small: one learning goal, one source, and the support that makes the task more accessible.

  1. Bring the source and the goal

    Paste a short passage or import a supported file. Name what learners should understand and which ideas or terms must stay.

    Plan a purposeful lesson →

  2. Read the original with supports

    Start with the unchanged text, read-aloud, focus tools, and optional word explanations. Add a glossary, organizer, practice activity, or supplemental adapted companion when useful.

    Find a resource by task →

  3. Review, try, and share

    Check word explanations in context, compare adapted companions with the original, and review answer keys. Try the student view and test shared or exported resources on learners’ devices.

    Use the review routine →

Choosing where to run AlloFlow? Compare Canvas, browser, Desktop, and school-hosted options.

Make room for teaching decisions

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

For teachers: a starting draft

Keep the original reading available while drafting optional companions, glossaries, and assessment activities. Review accuracy, learner fit, and the evidence you want students to show.

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

For students: useful access options

Build a lesson pack with the reading, vocabulary, and response supports your learners need. Check each support on their devices and keep the learning goal in view.

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

Explore the teaching approach

Explore design ideas through an AI-generated audio overview and illustrated feature tour. These describe intended workflows, not measured learning gains. Read the design rationale and practical UDL guide for context.

The "Why" Behind AlloFlow

AI-generated audio overview

Equity First

Local-First Architecture

AlloFlow is built around a local-first app shell. While AI generation usually requires a provider connection, exported project and HTML bundles can preserve many study resources for offline or low-connectivity use after the materials are created.

🌐 Online: AI Generation
Generating new worlds, quizzes, or rewritten text uses the selected AI provider. Cloud providers need a network connection; local models need a configured runtime.
⚡ Offline: Interactive Play
After assets are loaded, many STEM, game, Word Sounds, and Immersive Reader interactions can run locally in the browser. Cloud AI generation and hosted-session features remain network-dependent.
📥 The Bridge: HTML Bundles
Supported resources can be exported as HTML for offline use. Open the exported file on the student device and test the activities; external media, AI generation, and connected features may still need a network.
Local Prepared resources for offline practice
Core Core interactions offline
Differentiation

Adapted Reading Drafts

Create an adapted companion when it helps learners approach the original. It is supplemental by default. Compare Original / Adapted / Both, then check vocabulary, meaning, and learner fit before sharing.

🔬 Sentence and Vocabulary Support
Generation can shorten sentences and explain vocabulary. Compare the draft with the source to check that important relationships and nuance remain intact.
🧵 Golden Thread Preservation
Generation instructions aim to preserve the core narrative, characters, and key vocabulary across versions. Review each reading against the source before using it in a shared class discussion.
📚 Dolch Word DB Integration
Lower-level generation can draw on Dolch high-frequency vocabulary. Check the result against the words and decoding patterns your learners have been taught; sight-word support is not a decodability guarantee.
5 Illustrative reading versions
AI-assisted Timing varies by model and source
Engagement

Multi-Modal Workflows

6+ output formats from one standard

One size never fits all. AlloFlow uses structured content representations so source material can be reviewed and rendered into different UIs, gamified adventures, interactive quizzes, printable worksheets, and more.

Deterministic HTML Generation
AI outputs are rigorously mapped into predictable data structures, allowing a Puzzle Challenge 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, Puzzle Challenge, Quiz, Comic, or Worksheet, all rendered from the same source data.
Science of Reading

Phonemic Precision

Sounds sound-symbol practice with available pronunciation models

Explore how written letters relate to speech sounds. Word Sounds Studio offers sound-symbol activities and available audio models for teacher-guided practice.

Advanced Audio Orchestration
To prevent TTS "ghost loops", audio strings are cached in proxy layers and sequenced to reduce 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, for teacher-guided practice. Choose activities that match the skills and sound patterns being taught.
3 Modalities per exercise
5 Phonemic awareness activities
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, highlighting supported controls and offering step-by-step guidance. Check whether that guidance helps the learner navigate the current task.

data-help-key Binding
Supported interface targets use help keys so the guide can locate controls, scroll to them, and highlight the next step. Available targets and spoken guidance depend on the current view and settings.
Multi-Sensory Navigation
Visual highlighting, spoken narration, and animated scrolling combine to guide students through features, offering alternative ways to follow instructions. Match the guidance to the learner and task.
♿ Accessibility-First Navigation
The guide includes focus management and keyboard controls. Check the complete workflow with the learner's assistive technology; automated checks do not establish accessibility for every interaction.
Keyboard Guided navigation controls
ARIA Auto-injected labels
FERPA-Aligned Data Paths

Privacy-Minimizing Architecture

0 student PII required by default

AlloFlow is designed to minimize student data collection and keep ordinary work in the browser, downloaded files, Desktop runtime, or school-controlled infrastructure when those paths are selected. Cloud AI, hosted live-session paths, provider terms, and retention settings remain deployment-dependent; districts should review their contracts and configuration.

Local Context Compression
Local workspace paths can retain progress data in browser or device storage, with compression used for some records. Connected sessions, exports, and providers have separate destinations and access rules.
FERPA/COPPA Support Depends on Deployment
AlloFlow can support FERPA-aligned school-controlled deployments, but final compliance depends on district configuration, contracts, retention policy, and actual classroom use.
🔐 Minimized Data Exposure
Local-first paths can keep work on teacher devices or school-controlled infrastructure. Cloud and hosted paths may involve provider or server processing, so districts should review deployment boundaries, contracts, and retention settings.
Varies Provider / hosting agreements
LZ String-compressed storage
Community

Empowering Families

$0 AlloFlow software license cost

Response to Intervention (RTI) thrives when families are involved, but high-tier educational software is usually gatekept by district licensing fees. AlloFlow lowers this barrier with free software access for families, 63 language-pack files, and AI-assisted content translation.

💰 The $0 Software Extension
Parents can practice identical phonics strategies and manipulatives at the kitchen table that teachers use in the classroom, with teacher-selected resources and guidance for home practice.
🔄 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
Families can use available interface languages and AI-assisted content translation. Review important directions and learning materials with a fluent speaker when possible.
63 language-pack files
$0 AlloFlow software license cost
STEM & Science

Interactive STEM Lab

STEM interactive tools across subjects

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 aquarium, anatomy, brain, pharmacology, and geology activities. These use instructional models; review each model's assumptions and limits as part of the lesson.
📐 Cross-Curricular Coverage
Use activities alongside your mathematics and science curriculum. Check the selected model, task, and evidence of learning against the specific standard you intend to teach.
⚡ CDN-Powered Loading
The entire STEM Lab loads as a single external module via jsDelivr CDN. Loading tools on demand can reduce initial downloads; module size, network speed, and device capacity still affect performance.
5 Science Disciplines
0 Install required
Clinical & Behavioral Support

BehaviorLens Clinical Suite

Tools for behavioral data, planning, and review

A comprehensive ABA and behavioral assessment toolkit built for BCBAs, school psychologists, and special educators. Local tools and AI-assisted workflows have different data paths. Check the selected deployment and provider before entering sensitive information.

📊 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), across AI-assisted workflows.
Tools Professional support workflows
FERPA Deployment-dependent privacy
Clinical Reports

Report Writer

10 step wizard with reviewer checks and AI-assisted audits

A psychoeducational report wizard purpose-built for school psychologists. Source-linked drafting and automated consistency checks help reviewers compare a draft with their original data. A qualified professional must verify every score, interpretation, and conclusion before a report is used or shared.

🔒 Fact-Chunk Accuracy Pipeline
Score entries and AI-extracted background facts begin unverified. A reviewer checks, rejects, or locks them before drafting. Configurable generation passes and consistency audits can flag discrepancies; reviewers must verify the evidence and any proposed correction.
📝 Assessment Presets + Custom Entry
Presets include WISC-V, WIAT-4, BASC-3 parent and teacher forms, Vineland-3, BRIEF-2, and Conners-4, plus a custom-entry option. Use the selected measure's official scoring guidance and review any adapted report language. De-identification safeguards and developmental reference checks support review. Inspect what will be sent to the selected provider; automated scrubbing can miss identifying details.
PII Review de-identification before AI use
Audience-specific section rewrites
Built-In Research

Research Suite

Study settings for logging and survey prompts

AlloFlow includes tools for study organization, data collection, and export built directly into the platform for core study setup and collection; external analysis tools remain optional. Design a study, collect data, and export CSV files for analysis.

🔬 Research Mode
Use available study settings to name the project and configure collection behavior. Check sample records and survey prompts. Recording an IRB number does not establish research approval or participant consent.
📊 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
CSV Export for further analysis
Developer Ecosystem

Modular Architecture

APIs shared interfaces for supported modules

Educational modules can use supported host APIs for AI generation, translation, and storage. Dependencies, permissions, and deployment requirements vary by module.

🔌 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 can load separately from the main application. Review their downloads, dependencies, and behavior on the target devices; modular loading does not guarantee performance or scalability.
🤖 Agentic Development
Developers can use coding assistants to help build and maintain modules. Human review, integration checks, and accessibility testing remain part of development.
AGPL Open-source modules
∞ Extensible modules
Gamification

Adventure Mode

5 narrative rooms per quest with boss battles

Build a reading activity around a themed adventure. Students can answer questions, make choices, and use supported game elements. Preview the generated story and questions against the learning goal.

🎲 3D Dice & XP Progression
On-screen dice rolls can affect game events. Students earn XP, level up character portraits, and unlock achievements, providing game-based practice opportunities. Check engagement and comprehension rather than assuming the rewards improve either.
📖 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
AI-assisted generation can draft rooms, dialogue, and encounters from configured lesson content. Review the narrative, instructions, and answers before assigning a quest.
RPG Reading engine
Reduced Manual prep after content setup
Multilingual

63 Language-Pack Files

63 language-pack files

Multilingual learners deserve tools in their home language. AlloFlow provides interface language packs and supports AI-assisted content translation. Native review is still important for institution-facing use.

🌐 Interface Language Packs
Available packs translate supported interface text. Some labels may remain in English, and generated content uses a separate translation process. Check coverage, terminology, and the learner's preferred language variety.
📝 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
Engagement

Interactive Game Modes

8+ game types generated from any lesson

Choose from supported review activities such as Bingo, Memory Match, Crossword, Word Search, Puzzle Challenge, Team Showdown, and Concept Sort. Match the format to the content and review the generated items.

🎮 Zero-Code Game Generation
Select a supported activity and provide suitable lesson content. Preview prompts, vocabulary, and answer keys; some source material needs editing before it works well as a game.
🏆 Puzzle Challenge 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 Puzzle Challenge puzzles
Live Multiplayer support
Computer Science

Coding Playground

Explore sequencing, loops, and debugging through Turtle drawing and Robot grid challenges in the STEAM Lab.

Turtle drawing
Build a program that moves, turns, and draws. Predict the shape, run the program, and compare the result with your plan.
Robot challenges
Plan a route through a grid. Use the available commands and challenges to practice sequence, repetition, and problem solving.
Choose an editor
Use supported visual blocks, step lists, or text controls. Preview the selected mode and device before teaching, and choose a challenge that fits the concepts learners are practicing.
2Turtle and Robot playgrounds
RTI Monitoring

Oral Fluency Coach

WCPM calculated automatically from speech

Students can read aloud for an automated fluency estimate and word-level feedback. A teacher can review and correct the record before using it for progress monitoring.

🎙️ 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. The word-level display supports review; it does not replace listening to the reading or checking the record.
📈 RTI Data Integration
Saved fluency results can support progress review and export. Check the recording, timing, passage, and review status before comparing sessions or including results in school documentation.
Review Teacher review of running records
RTI Progress monitoring
Collaboration

Democracy Mode

Live class voting with group-level differentiation

Use supported live-session voting to invite student choices about story or lesson directions. Preview the participation route and decide how votes will inform the lesson.

🗳️ 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
Prepare appropriate supports for the groups you teach. Check which grouping and delivery options are available in the selected live-session path before planning different versions.
🤝 Student Agency
Offer meaningful choices, make voting accessible, and explain how the class decision will be used. Use discussion and student work to check engagement and understanding.
Choice Student voice
Plan Group supports and delivery
Accessibility

Immersive Reader

WCAG 2.2 AA-oriented accessibility evidence

Built-in Immersive Reader with font and spacing choices, line focus masks, syllable splitting, grammar color-coding, and picture dictionary, with adjustable supports. Review whether the selected settings improve access for the individual learner.

🔤 Font and Spacing Choices
Available fonts and display settings offer different letter shapes and spacing. Let learners compare options; no font is a universal solution for reading difficulty.
📏 Line Focus & Reading Masks
Configurable reading ruler highlights 1, 3, or 5 lines at a time while dimming surrounding text. Try the focus setting with the learner and adjust it if it hides useful context or makes navigation harder.
🎨 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 and screen-reader review
4 Parts of speech
Assessment

Exit Tickets & Quiz Engine

4 requested DOK levels; review the task demand

Gemini AI generates multiple-choice question drafts using the selected standards and complexity settings 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 request the intended cognitive demand and review the actual reasoning required. Selecting a label does not establish DOK alignment.
📤 Canvas QTI Export
Export as QTI 2.1 for Canvas, Schoology, or other compatible LMS workflows; verify import settings. Question banks build automatically over time.
✅ Scoring & Feedback
Supported responses can be scored against a prepared answer key, with feedback where available. Review the key and explanations first; live results depend on the selected session and response format.
QTI Canvas-ready export
Varies Timing depends on the workflow
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 when using local-first paths. Track growth, set goals, and export IEP documentation.

📊 Class-Wide Analytics
Review available averages, score distributions, and completion records from the activities that provide data. Review patterns and decide what evidence is missing. Data sources and storage depend on the selected deployment and connected services.
👤 Individual Learner Profiles
Drill into each student's journey: quiz scores, fluency rates, phonics mastery, and XP progression. Data-driven insights with reduced cloud persistence when configured for local use.
📈 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
Mission

The Open-Source Commitment

100% open-source software

Built by a public school educator to dismantle the "Differentiation Tax", the unacceptable reality that teachers spend their own money on accommodations. AlloFlow is licensed under AGPL v3 and currently has no AlloFlow software license fee. Hosting, hardware, support, and provider usage can still carry costs.

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 AlloFlow License Fee
Core software is available under AGPL v3 with no AlloFlow license fee; districts still budget for deployment, support, hosting, hardware, and provider usage when applicable.
🤝 Community Contributions Welcome
Educators can submit feature requests, custom games, and lesson packs via GitHub. Contributions are considered through project review; acceptance depends on scope, quality, and maintenance needs.
AGPL AGPL v3 licensed
$0 AlloFlow software license fee
AI Generation

AI Research Engine

3-Pass research, outline, and citation pipeline

The Source Generator offers AI-assisted drafting with optional search grounding where supported. Outlines and citations can help organize review; check the source material and each cited claim before teaching from the result.

🔍 Google Search Grounding
Toggle "Verify Facts" and Gemini searches the live web before writing. Sources are cited inline with numbered references to support source checking. Review whether each source supports the claim, especially for current or contested topics.
📄 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 a structured draft for teacher review.
🎯 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 no prompt engineering required for presets.
5 Tone presets
K, Grad Level range
Literacy

Spelling Bee & Word Games

4 phonemic game modes with voice input

Use supported activities such as Spelling Bee, Sight & Spell, sound boxes, and Word Sorting for focused literacy practice. Choose words and patterns learners have been taught, and review recognition or scoring errors.

🎤 Voice-Powered Spelling Bee
Available speech features can support hearing words and responding aloud. Check microphone access, pronunciation models, and recognition results before treating a response as a spelling error.
👁️ Sight & Spell Orthography
Students see a word briefly, it disappears, and they must reconstruct it from scrambled letter tiles. Review distractors for the target spelling pattern and interpret responses alongside other learning evidence.
💡 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
Review Match practice to taught skills
Visual Learning

Organizers & Decodable Readers

6+ organizer types with AI-generated decodable readers

Create organizer drafts such as Venn diagrams, KWL charts, cause-and-effect maps, timelines, and concept webs. For generated reading practice, check every word against the intended phonics pattern and taught vocabulary.

🗺️ 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, offering formats the teacher can compare with learner needs and the shared learning goal.
6+ Organizer types
Review Decodable readers
Self-Hosted AI

Your AI, Your Hardware

$0/yr Cloud API fees in local mode

AlloFlow supports model-agnostic AI backends. AlloFlow Desktop is the normal local-first teacher-laptop path. The Docker School Box stack is optional server/appliance infrastructure for schools that need district-owned local services.

🐳 Optional Docker School Box
docker compose up -d launches local services such as PocketBase, Ollama, Piper / Edge TTS, SearXNG, Nginx, and optional Flux image generation when GPU hardware is available.
🔒 School-Controlled Infrastructure
When configured for local providers, AI and data services can run on school-controlled hardware. FERPA posture still depends on district policy, contracts, retention, and configuration.
🔌 Pluggable Backends
Choose your AI provider: Gemini, Ollama, OpenAI, Claude, or any OpenAI-compatible endpoint. Switch backends in one click, no code changes for supported provider configurations.
Varies Hardware budget
Quote-based Existing subscription stack
Equity First, Local-First Architecture
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Universal Design for Learning

400+ documented capabilities 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.

Original Reading & Supports

Read the selected original unchanged with read-aloud, focus tools, and optional word explanations. Add a reviewed adapted companion when useful.

Puzzle Challenge

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

Coding Playground

Practice sequencing, loops, and debugging with Turtle drawing and Robot grid challenges, using supported visual or text controls.

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

Automated fluency estimates and word-level feedback support teacher review, corrections, and progress monitoring.

STEM Lab

150 STEM plugin files / 150 registered STEM IDs across math, science, coding, music, economics, CTE, life skills, and applied simulations, browser-native and Desktop-ready.

Modular Architecture

Hub-and-spoke framework lets developers build modules that use supported host APIs for generation, translation, and storage, with deployment-specific dependencies.

63 Language-Pack Files

Language-pack files provide supported interface text, with bilingual views and AI-assisted content translation where configured. File counts do not establish complete translation coverage or native review.

Immersive Reader

Dyslexia fonts, line focus masks, syllable splitting, and grammar color-coding, with WCAG-oriented design and published audit/VPAT evidence.

Exit Tickets

AI-generated DOK-leveled quizzes with instant grading and one-click Canvas QTI export, a paperless workflow with less manual data entry.

Teacher Dashboard

Class analytics, RTI tier tracking, and learner profiles support local-first storage paths and exportable evidence for school review.

BehaviorLens Clinical Suite

specialized clinical workflows: 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 drafting pipeline: extracts scores, applies de-identification safeguards, and checks narrative consistency. Qualified professionals must verify scores, interpretations, and identifying details before use.

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.

AlloStudio

Create visual documents with accessibility controls with real text, reading-order controls, alt/decorative image states, and transparent process history.

Cinematic Studio

Turn source documents into grounded storyboards and captioned, translated videos rendered in the browser.

Open Groove Studio

Compose classroom-safe beats and music in a browser groovebox with synthesis, samples, and license-aware workflows.

Professional Development

Publish and complete community-authored PD modules with AI co-authoring, progress tracking, and certificates.

View 400+ Documented Capabilities

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 has no software license fee and is open source. The web Gemini Canvas path may require an eligible Google account; Desktop and local-provider paths can run without one.

Keyless web path

Gemini Canvas

No AlloFlow license fee. Google controls account eligibility, availability, quotas, and plan terms; school accounts may require administrator enablement.

Recommended local-first path

AlloFlow Desktop

No AlloFlow license fee. Local models avoid cloud API charges; hardware, electricity, support, and any optional cloud provider remain your responsibility.

School-controlled deployment

Hosted or School Box

No AlloFlow license fee. Budget separately for hosting or hardware, security operations, support, and usage-based AI services.

Compare Deployment Paths

Gemini availability and limits can change. Verify current details in the official Gemini limits guide and Google AI plan page.

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

Use Save Project to keep a JSON copy you can reopen or share. Available recovery and storage depend on the workspace and device profile; clearing browser data or resetting a device can remove local work. Read the saving and recovery guide.

Google Education Infrastructure

The Gemini Canvas path uses the Gemini access available to your Google account. Your district should verify which services and features its Google Workspace for Education agreements cover, along with account settings, data handling, and retention. Opening AlloFlow inside Canvas does not itself establish approval for student data. Compare data paths and setup requirements.

Local-First Student Data

Student progress, XP, quiz scores, and session data can stay on-device in local-first paths. Cloud, hosted-session, and provider-backed paths vary by deployment. Teachers can export data as JSON files for record-keeping. The Student Portal uses generated codenames to reduce the need for real names. Codenames do not make linked work or session records anonymous.

Start with one lesson.

Bring a short source text, choose a learning goal, and review your first resource. The Teacher Guide walks you through it.

Launch AlloFlow Follow the quick start Star on GitHub