How Handld works
A 6-step prediction engine that combines your history, household context, and aggregate data to order exactly what you need — before you need it.
The 6-step prediction engine
Baseline
Handld starts with your stated or observed consumption rate — how often you go through an item. Over time, observed order history refines this baseline automatically.
Contextual signals
Seasonal trends, regional patterns, and life events (new baby, illness, school term) adjust the baseline. Context makes predictions accurate when your life changes.
Cohort demand modeling
Aggregate patterns from households and businesses with similar profiles inform your predictions. Your data contributes anonymously and benefits everyone in your archetype.
Supply intelligence
Stock availability, lead times, and vendor reliability feed into timing decisions. Handld doesn't just predict demand — it accounts for supply constraints.
Preference optimization
Your cost, carbon, local, and delivery-speed priorities score each potential order. Handld picks the option that best matches what matters to you.
Trigger evaluation
When predicted inventory crosses the reorder threshold, a trigger fires. Depending on your approval mode, Handld either places the order or asks first.
You stay in control
Choose how much you want Handld to handle automatically — globally or per product.
Always ask
ManualHandld prepares the order and sends you a notification. You approve or skip. Full control over every purchase.
Best for: Households who want oversight of every order.
Auto-order
AutomatedHandld places orders automatically when the trigger fires. You get a confirmation after. Review and return at any time.
Best for: Households and businesses that trust the system.
Ask per item
MixedSet approval mode individually per product. Auto-order paper towels, always ask for expensive items.
Best for: Anyone who wants granular control.
Data and privacy
Your personal data is never sold
Health details, payment information, sensitive demographics, and children's data are never shared with third parties or sold — under any circumstances.
Cohort data is anonymized
When your usage patterns contribute to aggregate cohort models, your identity is removed. No partner or third party ever sees individual-level data.
You control your data
Delete your account and all associated data at any time. Export your data in machine-readable format. Your data is used only as you permit — you can change your data sharing preferences at any time.