What Will Be Built

• POC Order list view with status, client, qty, delivery date
• POC Order detail panel with all order fields
• POC Missing-field detection + alert banner
• MVP Manual order creation form (HK sales)
• MVP Order search, filter, sort, pagination
• MVP Order edit + audit history
• PROD Order import from email / CSV (Nike, Adidas templates)

• POC Auto-generate BOM from product spec (Gemini)
• POC "AI Suggested" badge on generated BOMs
• MVP BOM template library per product category
• MVP Confidence score per material row
• MVP Retry / regenerate with operator feedback
• PROD Prompt versioning + A/B eval (Langfuse)
• PROD Fine-tuning on client's historical BOM data

• POC BOM table with material, qty, stock, status
• POC Low / out-of-stock highlighting
• MVP Drag-to-reorder material priority
• MVP Inline quantity edit with version history
• MVP Add / remove material rows
• MVP BOM lock on dispatch (amendments require acknowledgment)
• PROD Side-by-side BOM version compare

A curated catalogue of approved BOM templates per product category (e.g. heat-transfer label, reflective patch, sublimated tag). Used to ground the AI — Gemini's suggestions must map to library entries, preventing hallucinated materials.

• POC Seed library with 5–8 heat-transfer product templates
• MVP Library browser — search / filter by product type
• MVP Add / edit templates (admin only, audit-logged)
• MVP Template versioning + approval workflow
• MVP AI grounding — library = single source of truth for BOM gen

• POC Factory cards with capacity + materials readiness
• POC Client-preferred factory badge
• MVP SZ factory master data (lines, capabilities)
• MVP Dispatch modal with order + BOM summary
• MVP Signed work packet generation (no PII)
• P2 Multi-factory routing (Vietnam · Cambodia)

Each station on the production line (Cutting → Film Prep → Heat Press → Cooling → QC → Packing) is scanned using staff's own work phone — no tablets or scanners to buy. Every scan logs which station, when, by whom, building a real-time trail HK sees live.

• MVP BYOD — staff scan with their own iOS / Android work phone (PWA installed to home screen)
• MVP Operator selects their station at login (station context stored for the shift)
• MVP Work orders list filtered to the operator's current station
• MVP Station setup — admin defines ordered workflow per product type
• MVP Scan-in / Scan-out at each station (measures dwell time)
• MVP Server-guarded transitions — rejects skipped or out-of-order scans
• MVP Live progress strip on HK dashboard (per-station stamps + timestamps)
• MVP Idempotent, offline-safe scans — queue locally when offline, auto-sync on reconnect without duplicates
• MVP QA photo upload at QC station (uses phone camera)
• MVP Manual-entry fallback for lost/damaged labels (audit-logged)
• PROD Rework / reject flow — QC scan with reject sends WO back to a prior station
• PROD Shift handover notes
• P2 Bottleneck analytics — avg dwell time per station, per product, per shift
• P2 Bundle-level tracking (multiple sub-labels per WO for partial completion)

• MVP Service Worker + PWA install — app shell cached on device so the UI loads instantly even with no network; staff install the app to their phone home screen like a native app.
• MVP IndexedDB cache for BOM + work orders — the day's assigned BOMs and work orders are stored locally on the phone, so operators can still view materials and instructions if WiFi drops.
• MVP Outbox queue for status writes — when offline, Start/Complete actions are queued locally; once connectivity returns they auto-sync to HK with idempotency keys so nothing gets duplicated or lost.
• MVP Optimistic UI with ⏳ pending indicator — the UI updates immediately when a worker taps "Complete", with a small pending icon until the server confirms; feels instant even on slow networks.
• PROD "Last synced" timestamp — shows on every screen when data was last refreshed from HK, so operators know whether they're seeing fresh or cached info.
• PROD Stale-BOM warning banner — if cached BOM is >10 min old while offline, a yellow banner warns the operator to reconnect before starting new work; prevents using outdated specs.

• MVP Global search — find orders by order #, client, product, status
• MVP Client directory with order history per client
• MVP Operational status board — orders by stage (intake → BOM → dispatched → in-production → done)
• MVP Factory status board — active lines, WIP, today's completions
• MVP AI delivery risk per order (rule-based green/amber/red — no training data needed)
• P2 Throughput trends (daily / weekly / monthly)
• P2 Client profitability report
• P2 Custom report builder + CSV export

• MVP SSO login via Alibaba IDaaS
• MVP Role matrix (sales / factory operator / lead / admin)
• MVP Factory-scoped RBAC (read BOM · write status only)
• MVP Cloudflare WAF IP allowlist (office + factory IPs)
• PROD Audit log viewer (who did what, when)
• PROD MFA for admin actions
• P2 Enterprise VPN gateway option

• POC PDF export — material collection list
• MVP TOGO ERP — pull orders via webhook
• MVP TOGO ERP — push completions (outbox + idempotency)
• MVP PDF export — BOM, work order
• MVP Email notifications (order dispatched, status changes)
• PROD EN + 中文 bilingual UI
• P2 Design asset library — central OSS-hosted store for client artwork (logos, heat-transfer designs, Pantone specs, mock-ups). Sales attaches assets to an order; factory downloads the exact approved file — no more "which version is final?" email chains.