AI Training Data

The Definitive Dataset for Domestic Intelligence

Expert-validated, structured homemaking knowledge — text, voice, vision, and multimodal — built for AI training, fine-tuning, and RAG. Copyright-clean. Continuously updated.

AI training data market: $3.2B–$7.5B in 2025 → projected $52B by 2033 · 20–24% CAGR
SAMPLE ENTRY
🥗
Budget Meal Plan #4,217
Meal Planning & Nutrition · hmd_meal_004217
household_size4 (2 adults, 2 children)
weekly_budget$85.00
dietary_tagsdairy-free nut-safe
regionSoutheast US
expert_validated✓ RDN verified
formatJSON + Q&A + KG
11
Dataset Categories
100%
Copyright Clean
4
Data Modalities
Expert
Validated Content
Monthly
Dataset Refresh
The Dataset

Eleven Categories Across
Four Data Modalities

Text, voice/audio, image/vision, and multimodal — structured for ML, tagged by household demographics, income, region, and culture. The only purpose-built domestic AI dataset on the market.

🍽️
Text
Meal Planning & Nutrition
Budget-constrained meal plans by family size, region, and dietary restriction. Pantry-first recipes. Ingredient substitution maps. USDA nutritional cross-reference.
🎙️
Voice/Audio
Voice Commands (Smart Kitchen & Home)
Multi-accent wake-word samples, appliance control phrases, ambient kitchen noise overlays, and command utterances. Premium category for smart speaker and home AI teams.
🧹
Text
Home Cleaning & Task NLP Intents
Chore scheduling commands, multi-turn task delegation dialogues, priority expressions, and reminder patterns. Annotated intent taxonomy specific to home task AI.
🛒
Vision
Grocery & Pantry Item Recognition
Labeled images of packaged goods, produce, and pantry containers. Bounding box + category annotation. Expiry label OCR. Built for smart fridges and meal planning AI.
🔧
Text
Home Maintenance
Seasonal calendars by climate zone. Appliance lifespan data. DIY vs. professional decision frameworks. Appliance troubleshooting Q&A. Regional cost benchmarks.
💰
Text
Household Economics
Budget frameworks by income and region. Grocery cost benchmarks. Energy optimization strategies. Home budget & expense dialogue data. CFC-validated.
👨‍👩‍👧‍👦
Text
Family Scheduling & Routines
Age-appropriate chore assignments. Morning and evening routine templates. Family calendar NLP dialogues. Scheduling coordination and seasonal transition guides.
🏡
Text
Interior Design & Organization
Room organization by space type and size. Storage optimization. Style guides with budget considerations. Small-space solutions.
🌍
Text
Cultural & Regional Variations
Homemaking practices across cultures. Regional cooking traditions. Climate-adapted maintenance. Multilingual terminology maps.
🏠
Vision
Home Safety & Hazard Detection
Labeled images of household hazards and safety scenarios. Multi-condition variants. For home monitoring systems, smart camera AI, and family safety applications.
📡
Multimodal
Multimodal Home Environment
IoT sensor + image + audio combined datasets. Highest-premium category. Built for smart home platform providers and AI labs developing ambient home intelligence.
Find us on Hugging Face Dataset cards, schema documentation, and sample entries available for technical review
View on Hugging Face →

Pre-Built Bundles for
Common Use Cases

License multiple complementary datasets together at a reduced rate. Designed around real product architectures — smart kitchen, home assistant, and smart home platforms.

Most Popular
🍳
Smart Kitchen Bundle
Everything a smart appliance brand, cooking app, or kitchen AI assistant needs — voice commands, recipe NLP, and grocery vision in one package.
Meal Planning NLP Voice Commands Grocery Vision
Contact for pricing — saves up to 30% vs. individual licenses
🏠
Home Assistant Bundle
For teams building home management AI, family assistant apps, and smart home platform intelligence layers.
Home Task NLP Family Scheduling Household Economics Voice Commands
Contact for pricing — saves up to 30% vs. individual licenses
📡
Smart Home Platform Bundle
For platform-level AI teams building ambient home intelligence. Includes our highest-premium multimodal dataset alongside vision and audio data.
Multimodal Home Environment Home Safety Vision Voice Commands
Contact for pricing — enterprise tier

Built Different from
Scraped Data

Large data vendors focus on automotive, healthcare, and finance. The Modern Homemaking AI vertical is unoccupied — and this is the only purpose-built, expert-validated dataset in the space.

Ready to License
Domestic Intelligence?

We work with AI labs, smart home OEMs, grocery tech companies, and enterprise buyers. Let's talk about your data needs.

systems@modernhomemaking.ai →