Label.Learn.Earn.
App-based data labelling woven into the daily work of motherhood.
$25–30/hour for doing things that help your family.
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Play. Produce. Get Paid.
Meal Planning
Rank recipes, compare ingredients, solve your family’s weekly menu like a puzzle. Budget constraints become game mechanics. Allergies become rules. When you’re done, dinner is planned — and every choice you made along the way is structured preference data.
Preference rankings, dietary constraint handling, budget optimization choices, ingredient substitution decisions, family-size portioning signals.
Education Challenges
Challenges you do alongside your children. Help your daughter sound out words. Guide your son through a fraction problem. The teaching IS the game — and the data captures how a patient mother actually teaches in real time.
Teaching sequences, difficulty adaptation patterns, patience signals, engagement detection, age-appropriate explanation strategies.
Household Scheduling
Build your family’s weekly rhythm like a strategy game. Prioritise, sequence, delegate. The schedule you create is real — your household runs better for it — and every decision you made building it trains AI on how families actually organise their lives.
Priority sequencing, temporal constraints, interruption handling, multi-person coordination, real-time replanning decisions.
Direct Data Labelling
Between games, between tasks — direct labelling work. Compare two AI responses to a parenting question. Annotate images of kitchens and playrooms. Rate how well an AI understands a family moment. This is where your contextual knowledge matters most.
RLHF preference pairs, image annotations for domestic scenes, text annotations for family contexts, quality-validated labels with cross-community agreement.
How the Data Flows
Preference pairs, teaching sequences, scheduling decisions, and direct annotations. All structured, all labelled, all from real domestic life.
Labelled data points per active user per day. Across meal planning, education, household, and direct labelling sessions.
Your data improves the tools. Better tools generate better data. The cycle compounds — your experience gets better every week.
The games and tasks ARE the labelling. Rank meal options and you have dinner planned for the week. Help your child through a reading challenge and the way you taught becomes training data. Build your household schedule and every decision you made trains AI. The output is something your family actually uses. The data is a byproduct of producing it.
Your Week with Ambrosia
15 min meal planning for the week
$810 min labelling during naptime
$520 min education challenge with kids
$1015 min household scheduling
$825 min meal prep + labelling
$1310 min weekend activity planning
$5Rest. Or not — your choice.
—~$49
Monthly: ~$200. For less than two hours a week.
Compensation
Preference data from real family meal decisions.
Teaching sequences and adaptive learning patterns.
Scheduling and optimization decisions.
Direct annotation and preference ranking tasks.
Typical monthly projection
$200–500
Depending on hours. Most mothers use the platform 1–3 hours per week.
Getting Paid
Weekly deposits
Earnings are deposited weekly via direct bank transfer or PayPal. No waiting 30 days.
Per-task compensation
You’re paid per task completed, not per hour of screen time. A 15-minute meal planning session earns approximately $8. The rate reflects the quality of real-world contextual data.
Independent contractor
Ambrosia earnings are classified as independent contractor income (1099). You’ll receive tax documentation at year-end.
Government benefits
If you receive government benefits (SNAP, Medicaid, Section 8, disability), additional income may affect eligibility. We recommend consulting your caseworker — and we’re building tools to help you navigate this, because we believe good work shouldn’t penalise you.
Privacy at This Phase
Encrypted in transit and at rest
AES-256 encryption. TLS 1.3 for all data in motion. Nothing leaves your device unprotected.
No location tracking
The app does not request or store your location.
Delete any data, any time
Full deletion from all systems including backups within 72 hours. No exceptions.
GDPR and COPPA compliant
Built for the strictest privacy frameworks from day one. Not retrofitted.
“Phase 1 is as private as any app on your phone. No video. No sensors. Just games that produce real outcomes for your family — and valuable training data along the way.”
Phase 1 is a complete experience.
You can earn, learn, and contribute here indefinitely. There is no expectation, no pressure, and no timeline to do anything more. Video and sensors are separate opportunities for mothers who choose them — not next steps you’re expected to take.
Ready to start?
We’re building Ambrosia right now and we want you involved from the beginning. Join the early community and help shape the tools you’ll actually use.