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Pantry

Voice-first Household OS for South African families. Passive capture via receipt scanning, predictive restocking, and WhatsApp-native access.

Live App Spike Report Backlog Architecture Use Cases
4
Sprints complete
76
Backlog stories
29
Use cases
3
Active testers
8
DB tables (live)
SA
Market focus
Product Docs
Product Backlog
Live
76 stories across 12 epics. Includes Pantry Pro epic (PRO-001–012, Sipho persona). Filterable by epic, sprint, source, priority, status.
76 stories 12 epics Updated 2026-03-29
System Architecture
Diagram
Unified architecture: Phase 1 built stack, Sprint 5 scope, and Phase 2 IoT layer. Protocol-coded arrows, all components shown.
3 layers Phase 1 + 2 + IoT Updated 2026-03-29
Use Case Diagram
Diagram
29 use cases across 8 domains. Lerato, Thabo, Grace, Pi Hub. Full set including Phase 2 smart pantry flows.
29 use cases 4 actors Updated 2026-03-29
Product Mind Map
Diagram
Feature tree covering all product domains from core inventory to Phase 2 smart home integrations.
Full feature tree
Sequence Diagrams
Diagram
Key user flows: receipt scan, threshold trigger, shopping list auto-population, auth flow.
Key flows
Sprint Timeline
✓
Design 1
Design Sprint 1 — Foundation
UI tokens, component library, Kitchen Table design direction, 5 interactive prototypes.
18 deliverables 5 prototypes Complete
Report
✓
Dev 1
Dev Sprint 1 — Schema + Auth
Supabase schema (8 tables), RLS policies, Supabase Auth, household model, React scaffold.
6 stories 13 integration tests Complete
Planning Report
✓
Dev 2
Dev Sprint 2 — Dashboard + Inventory
Landing page, nav shell, full inventory CRUD, dashboard with stock health, baseline deviation alerts.
9 stories 16/16 tests Complete
Report
✓
Dev 3
Dev Sprint 3 — Receipt Scanning
Three-step receipt capture (upload, process, review). Google Cloud Vision OCR. Multi-section and barcode scanning.
3 stories 26/26 tests Complete
Planning Report
✓
Design 2
Design Sprint 2 — Intelligence UX
UX/UI prototypes for Sprint 5 intelligence features: recipe engine, smart shopping list, predictions, email import, rush order.
5 prototypes Complete
Report
✓
Dev 4
Dev Sprint 4 — Budget + Household
Monthly budget tracking, category and store breakdown, household member management, recurring items.
4 stories 30/30 tests Complete
Report Landing V2
Spike
Barcode Discovery Spike
SA retailer API landscape probe. Woolworths Constructor.io confirmed working: live ZAR prices, no auth required. Checkers/PnP blocked. Architecture and mapping layer recommended.
5 retailers probed Woolworths live Complete
Findings
Dev 5
Dev Sprint 5 — Intelligence
Recipe engine, smart shopping list auto-generation, predictive restocking, email order parsing (Sixty60, Woolies Dash), offline resilience.
INT-001 to INT-005 MEL-007, MEL-008, MEL-010 Next sprint
✓
Mega 1
HUS Mega Sprint 1 -- Household Super-App
Full rebrand to HUS. 36 stories across 6 epics: rebrand, recipes, multi-role household (Lerato/Thabo/Grace), bills + finance, home maintenance + safety, AU/GB expansion. 12+ new DB tables, i18n support, role-based UI.
36 stories 6 epics 3 markets Complete
Report
Phase 2
Phase 2 — WhatsApp, IoT, Smart Home
WhatsApp bot (Thabo, Grace), Home Assistant integration, IoT sensor layer (Melissa's stack), voice queries, smart home platforms.
Phase 2 Household OS — scope confirmed ✓
User Research
Patrick
Feedback logged
Male tester. Submitted full household management super-app requirements doc. Barcode scanning, meal planning, home maintenance marketplace, smart home.
PF-001 to PF-024 24 items
Melisa Musindo
Feedback logged
Married woman. Household management scope validation. Bill automation, WhatsApp school groups, baseline stock, deviation reporting. Called it "priceless".
MF-001 to MF-012 12 items
Melissa
Feedback logged
Hardware power user. Fully working smart pantry (Pi 5, HA, D1 Mini, Zigbee). Pantry app is her approval and output layer. Philosophy: automate what you can, human-in-loop for the rest.
MEL-001 to MEL-010 10 items
Huma
Pending
Single woman. Tester 4. Feedback pending. Scope decision (Household OS) confirmed regardless — her input will validate Phase 2 priorities.
Phase 2 validation
Personas — Pantry Home
Lerato
Primary
Household manager. Affluent SA family. R25k/month grocery spend. Shops at Woolies, Checkers, Makro. Web dashboard + mobile. Manages all household members and budget.
Web · mobile All features
Thabo
Active
Partner and shopper. Delegated grocery runs. Needs mobile-first shopping list he can use in-store on poor signal. Marks items as purchased.
Mobile browser Shopping list
Grace
Phase 2
Domestic worker. Adds items by voice or WhatsApp. Scans barcodes. Low-tech first entry point. Must work without a smartphone app install.
WhatsApp · Voice Phase 2
Personas — Pantry Pro
Sipho Dlamini
Future ICP
Restaurant owner/operator, Joburg. Casual dining, 8–15 staff. Kitchen fitted with weight + temperature sensors. Wants a live view of stock during service. Load-shedding makes temperature monitoring critical — a fridge spike at 2am is silent stock loss. Needs to know his margins per dish in real time and never run out of key ingredients mid-service.
Pantry Pro Sensors · Real-time PRO-001 to PRO-012
Live Environments
Pantry App
Production
Full React web app. Sprints 1-4 complete. Auth, inventory, receipt scanning, shopping list, budget, household management all live.
pantry-app.tapfumamv.com Cloudflare Pages
Spike Report
Research
Original discovery report. Market analysis, SA context, competitor landscape, technical feasibility, and product vision.
pantry-spike.pages.dev