🧠 Neuroscience-Inspired AI • 🔐 Privacy-First • 👨‍👩‍👧‍👦 Family-Safe

Family AI

Your Private, On‑Device Family OS.
A shared memory for your home. A respectful helper that lives with you, not above you.

Get Started → Read Documentation
🔒
On‑device by default
No raw audio, video, or keystrokes ever leave your devices. Everything runs locally with military-grade end-to-end encryption.
🏠
Layered Memory Spaces
Personal → Selective → Shared → Extended → Inter‑family. Each space has its own encryption keys and granular consent boundaries.
🧠
Affect‑aware Safety
Advanced emotional intelligence that reads tone and context. Automatically downshifts risky actions when family emotions run high.

Privacy Promises

Non-negotiable commitments that guide every design decision

📱

On‑device Processing

Works completely offline. Every AI computation happens on your devices—no cloud dependency for core functions.

🔐

E2EE MLS

Military-grade encryption with per‑space keys. Only family members you authorize can access shared memories.

🔍

Fully Explainable

Every decision comes with clear reasoning. Ask "why?" anytime and get transparent explanations of AI behavior.

🚫

Zero Tracking

No ads, no data sales, no cloud surveillance. Your family's data belongs to your family, period.

🛡️

Open Source Core

Core algorithms are open for inspection. No hidden backdoors or mysterious black boxes in your family AI.

⏱️

15-Minute Undo

AMBER policy band provides a safety net—any sharing decision can be undone within 15 minutes.

See Family AI in Action

Real scenarios showing how Family AI understands, adapts, and helps

01

Emotional Intelligence

Family AI reads the room and adapts its behavior

Family Chat
AI Active

Experience Different AI Modes

🎭
Affect Detection
Emotion-aware responses
🛡️
Safety Mode
De-escalation & support
🔄
Adaptive Learning
Pattern recognition
💝
Proactive Care
Anticipating needs
🧠
Context Awareness
Situational intelligence
🏠
Family Harmony
Group dynamics
🎭
Affect Detection: Family AI analyzes text patterns, voice tone, and behavioral cues to understand emotional states.
🛡️
Safety Mode: Automatically activates protective protocols to ensure emotional and physical well-being.
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Adaptive Learning: Learns from each interaction to provide increasingly personalized responses.
💝
Proactive Care: Anticipates family needs based on patterns, schedules, and emotional states.
🧠
Context Awareness: Understands time, location, and ongoing activities to provide relevant assistance.
🏠
Family Harmony: Facilitates positive interactions and helps resolve conflicts constructively.
🎭
Affect Detection: Family AI detected frustration through text analysis, typing patterns, and behavioral cues.
🛡️
Safety Mode: Automatically downshifted to calm, supportive responses to de-escalate tension.
🔄
Adaptive Learning: Remembers this interaction pattern for future similar situations.
02

Contextual Memory

Smart connections across time, space, and relationships

📅 Timeline Memory

Connecting events across time to provide perfect context

🏠
Monday Morning - Kitchen
👩
Mom
"Emma's soccer practice is Wednesday at 4 PM. Don't forget!"
👨
Dad
"Got it! I'll handle pickup."
🧠
Encoding: Emma + soccer + Wednesday 4PM + Dad pickup + school connection
⏰
Wednesday 3:15 PM - Dad's Office
⚽ Perfect Timing Reminder
Emma's soccer practice in 45 minutes
📍 School pickup → Central Park fields
🚗 Leave now to arrive on time
☔ Weather clear, no gear changes needed
🎯
Context-aware timing: Connected Monday's conversation to Wednesday's action

📍 Spatial Memory

AI that learns and adapts to your family's location patterns

🏠
Living Room
Friday 7:30 PM
AI Learning Active
Smart Home Response
💡
Dimming lights to 20%
✅ Applied
�️
Adjusting temperature to 72°F
✅ Applied
🔊
Reducing device volumes
⏳ Pending approval
🧠
AI Spatial Learning
7:25 PM
Pattern detected: Family gathering in living room
7:28 PM
Historical data: 85% probability of movie night
7:30 PM
Applying learned preferences: dim lighting + cozy temperature
7:31 PM
Predicting: Popcorn request in 3-5 minutes
AI Confidence Level
87% confident

🌐 Cross-Domain Intelligence

AI connecting insights across all 16 life domains in real-time

⚠️
Family Stress Pattern Detected
Multiple domains showing elevated stress indicators
Tuesday 8:30 AM
🏥
Health & Wellbeing
2 Alerts
Sleep Quality
6.2hrs avg
↓ 18% vs last week
Stress Indicators
High
3 family members affected
📅
Family Calendar
73%
Schedule Density
85% capacity
Above recommended 70%
💰
Family Finances
On Track
Stress Spending
+32% this week
Coffee: +40% | Takeout: +25%
🏠
Smart Home
Active
Sleep Environment
74°F bedroom
5°F above optimal
🛡️
Safety & Security
Active
Location Tracking
All members
Real-time monitoring active
👥
Community & Social
89%
Social Connections
12 active
Strong support network
🧠
AI Cross-Domain Analysis
94% Confidence
⚡
Recommended Family Actions
Immediate
Environment Optimization
Set bedroom to 69°F tonight for better sleep quality
This Week
Schedule Relief
Add 15-min buffers between meetings to reduce stress
Ongoing
Wellness Monitoring
Track family stress indicators across all domains
�
Planning & Daily Life
Soccer practice Wed 4pm
�
Money & Commerce
Sports equipment budget
�
Community & Social
Team parent groups
🏠
Home & IoT
Smart calendar sync
🛡️
Safety & Security
Location sharing active
🧠
Family AI
Cross-domain learning active
1
Health Alert Triggers Planning
Emma's growth spurt detected in Health & Wellbeing → Automatically updates soccer gear needs in Planning & Daily Life
Health Planning
2
Smart Budget Adjustment
Money & Commerce automatically allocates sports equipment budget → Community & Social finds team discounts through parent groups
Money Community
3
Coordinated Safety & Home Response
Shopping trip planned → Safety & Security enables location sharing → Home & IoT adjusts arrival time expectations and meal prep
Safety Home IoT
💡
Cross-Domain AI Insights
Pattern Recognition
Growth spurts typically lead to equipment needs 2-3 weeks later
Predictive Planning
Team discount season starts next month - optimal timing identified
Family Optimization
Shopping trips combined with errands save 40 minutes average
Safety Integration
Location sharing during family outings improves coordination by 60%
🔗
Connected Intelligence
AI learns patterns across all 16 life domains, creating smarter connections and predictions
⚡
Proactive Assistance
Anticipates needs before they become urgent, reducing family stress and decision fatigue
🎯
Optimized Outcomes
Finds the best paths through multiple life domains to achieve family goals efficiently

How Family AI Creates Contextual Memory

🧠
Hippocampal Encoding
Separates and links conversations, events, and relationships as interconnected memories
🕒
Temporal Context
Understands time relationships and anticipates when reminders will be most helpful
📍
Spatial Awareness
Connects locations with activities and provides contextual assistance
💝
Relationship Intelligence
Maps family dynamics and emotional patterns to provide thoughtful support
🔗
Cross-Context Linking
Connects seemingly unrelated events to provide meaningful insights
🎯
Adaptive Learning
Continuously refines understanding based on family patterns and feedback
03

Adaptive Inference

AI that learns and anticipates your family's needs

Family AI - Living Room
Adaptive Mode

AI Adaptation in Action

💡
Environmental Control
Learns lighting preferences and automatically adjusts ambiance
• Dimmed lights during study time
• Adjusted temperature for comfort
• Reduced noise from other devices
📚
Activity Awareness
Recognizes context and optimizes family routines
• Detected evening study session
• Prepared relevant materials
• Silenced non-urgent notifications
🧠
Pattern Learning
Continuously adapts based on family behavior
• Learned optimal study environment
• Predicted evening routine needs
• Cached frequently used resources

Get Started in Minutes

Simple setup, powerful capabilities

Terminal — Family AI Setup
git clone https://github.com/pkansagra99/family_os.git
cd family_os
python -m venv .venv && .venv\Scripts\activate
pip install -r requirements.txt
python -m scripts.setup_system
python -m memory
✅ Family AI running at http://localhost:8000
🎉 Your private family OS is ready!
⚡
2-5 Minute Setup
Python 3.11+, Git, and you're ready. No cloud accounts, no data uploads, no complex configuration.
🌐
Web Interface
Beautiful, responsive web UI accessible from any device on your local network.
📱
Multi-Device Sync
Optional P2P synchronization keeps your family's memories consistent across all devices.

Why This Feels Like a New Family Member

Patient, private, and protective—the AI your family deserves

💭
Remembers What Matters
Captures and recalls important family moments, tasks, and context without being intrusive or oversharing.
⏰
Perfect Timing
Gentle reminders and suggestions at just the right moments, based on family rhythms and natural patterns.
🎯
Understands Context
Reads emotional tone and social situations, adapting its behavior to support family harmony.
📖
Always Explainable
Every suggestion comes with clear reasoning. Ask "why?" anytime and get transparent explanations.
👶
Child-Safe by Design
Extra protection for young family members with age-appropriate boundaries and parental controls.
🔄
Works Offline
Full functionality without internet. Sync with other devices happens later, when you're ready.

Ready to Transform Your Family's Digital Life?

Join families who've chosen privacy, respect, and genuine AI assistance that puts people first.

Start Your Journey → Explore the Docs