Roadmap

ShelfWise Roadmap

This page tracks where ShelfWise is today and where it is headed.

Current Status

Area	Status	Notes
Core UPC scraping	✅ Shipped	10 core sources + 271-source JSON registry (default 10 registry sources)
Reasoning agent	✅ Shipped	Deterministic consolidation with optional LLM enrichment
Image verification	✅ Shipped	Local scoring + perceptual-hash deduplication
Web UI	✅ Shipped	Accessible dark-themed SPA with SSE progress
SQLite persistence	✅ Shipped	WAL mode, indexed columns, migrations
Docker support	✅ Shipped	Multi-stage Dockerfile + docker-compose.yml
CI/CD	✅ Shipped	GitHub Actions lint/test/Docker pipeline
Foundry IQ simulation	✅ Shipped	Local knowledge graph with BM25 semantic search
Marketplace exports	✅ Shipped	CSV, JSON, Shopify, Amazon, WooCommerce, eBay, Etsy, BigCommerce, DoorDash, Uber Eats, Grubhub

Short-Term (Next 1–3 Months)

• Source registry curation — prune low-yield sources and add domain-specific sources (electronics, beauty, grocery, alcohol).
• POS CSV templates — auto-detect and normalize exports from Square, Toast, Clover, Lightspeed, and Shopify POS.
• Batch job management — pause/resume, retry failed UPCs, job history pagination.
• Image gallery — display multiple verified images per product with user selection.
• Export templates — user-editable export field mappings for each marketplace.
• Analytics dashboard — portfolio value estimates, confidence distribution, source coverage, merchant onboarding funnel.

Mid-Term (3–6 Months)

• User accounts & auth — multi-tenant job isolation with API keys.
• Persistent cloud storage — migrate from SQLite to PostgreSQL for production workloads.
• Real Foundry IQ integration — connect to Microsoft Foundry IQ knowledge graph APIs.
• Delivery-platform export presets — one-click exports optimized for Uber Eats, DoorDash, and Grubhub bulk upload formats.
• Webhook notifications — notify external systems when batch jobs complete.
• Mobile responsiveness polish — optimize product grid and modals for small screens.

Long-Term (6–12 Months)

• Marketplace listing sync — push listings directly to Shopify, Amazon SP-API, eBay API, and delivery-platform partner APIs.
• White-label partner dashboard — embeddable version for POS providers and delivery platforms.
• Pricing intelligence — suggest listing prices from scraped marketplace data.
• Mobile app — native or PWA companion for scanning barcodes with a camera.
• Team collaboration — shared workspaces, comments, and approval workflows.
• Enterprise SSO — SAML / OIDC support for larger reseller organizations and platform clients.

How to Contribute

1. Pick an open item from the roadmap.
2. Open an issue describing your approach.
3. Fork the repo, make changes, and open a pull request.
4. Update this wiki page when a shipped item lands.