Active permission
Predicted need is not permission, and permission is not a purchase. Every future visual input must begin with a deliberate household action.
RESPONSIBLE AI / TRUST
Foundational product principlesUseful intelligence requires earned permission.
Groceria’s value depends on household trust. The product should become more useful because people choose to correct and use it—not because it watches continuously or hides commercial influence.
Visible uncertainty
Estimated inventory and predictions should show confidence when it matters and invite correction.
Household correction
People can correct, ignore or delete inferred items and choose manual input instead.
Explainable decisions
Recommendations should answer “Why?” and expose the trade-offs that shaped the basket.
Approval before action
No autonomous purchase or retailer handoff without explicit household approval.
Permissioned aggregation
Business insight should be aggregated and privacy protected—not silent access to identifiable household state.
Disclosed influence
Sponsored input, if introduced, must be labeled and never disguised as a neutral recommendation.
Manageable retention
Households should be able to understand and manage permissions and retention choices.
NEUTRALITY STANDARD
The assistant must not become advertising disguised as advice.
Commercial model guardrail
Commercial influence should be clearly labeled, auditable and subordinate to household permission and disclosed decision rules.
CURRENT PRODUCT STATUS
Concept and simulated demo—not a live monitoring or checkout system.
- Camera access: not used by this demo
- Retailer data: fictional and simulated
- Household state: fictional and device-local
- Purchasing: no order is placed
- Integrations: planned / design-partner validation
CHOOSE YOUR PATH
The next grocery basket should begin with what your household actually needs.
Groceria™ — The intelligence layer between household need and commerce outcome. Enquiry drafts are local previews; nothing is sent.
Before you start
Can I order through Groceria today?
Groceria is pre-product. You can try a simulated journey now; it does not place an order or process payment.
What happens to my demo data?
Sample quantities and enquiry drafts remain on the open page until reload. Only your selected language is remembered in a functional cookie.
Do the images and receipts represent live integrations?
The images are illustrative. Visual input, receipt scanning and retailer integrations remain planned; the demo simulates reconciliation.
How is the suggested plan chosen?
The demo compares fictional item prices and delivery fees, then applies your quantities and minimum saving for an extra delivery. You can inspect the arithmetic, edit or undo.