WhatsApp Copilot — Variant B
AICommand centre header, intelligence load, Cadangan Nova card, 4-tab drawer (Risikan / Tugasan / Sumber / Analisis), autopilot gradient.
Roadmap dibina berdasarkan keperluan kerja lapangan ejen takaful. Keutamaan ditentukan oleh impak kepada kerja harian, bukan oleh kiraan votes.
Dikemaskini: 21 Mei 2026 · Item 'Siap' telah siap dibina dan diuji
WhatsApp Copilot — Variant B
AICommand centre header, intelligence load, Cadangan Nova card, 4-tab drawer (Risikan / Tugasan / Sumber / Analisis), autopilot gradient.
Best Next Action (BNA)
AI3-layer hybrid scorer + Haiku explainer + GET API + Reverb broadcast + BnaCard iOS + Nuxt worklist chip.
Close Probability Engine
AI11 isyarat, 4 band BM (sejuk / suam / panas / sedia), wired ke 6 titik dispatch, iOS CloseProbabilityCard, Nuxt worklist pill.
Knowledge Base AI (RAG)
AIPDF ingestion pipeline, chunk embedding, citation drilldown, grouped [S3, S4] marker rendering, Sumber panel dikemas.
AI Fallback Stack
AIClaude → Gemini fallback dengan 30s cooldown, BM register anchor, R1 retry + 4 slice — di belakang flag untuk rollout terkawal.
Branching Cadence
AICadence transition rules, EvaluateCadenceTransition, 4 dispatch wires (reply / objection / handoff / completed), Phase 2 evaluator.
Objection Memory Layer
AIlead_objections table, UpsertLeadObjections wired ke AnalyzeLeadConversation, drafter dual-source, cadence regen, stale sweep cron.
Meta CAPI Top-of-Funnel
MarketingLead event fire sebelum kualifikasi manusia. TikTok Contact, Google passthrough. isAdSourced gate.
Marketing Attribution v1
Marketingwhatsapp_campaigns.attribution_tag frozen at create, [SRC:TAG] prepend, tag-based assignment, dashboard CPL/ROAS per kempen.
iOS App Native (Phase B)
iOSFCM push end-to-end, AKGlass Liquid Glass UI, BnaCard + CloseProbabilityCard surfaces, push verified on iPad.
Appointment Booking Toolkit
AI3 Prism tools untuk autopilot WA book appointment secara inline, handoff-first untuk tarikh kabur.
Baileys DDD Refactor
Infra1,799 LOC god-controller dipecah kepada 19 Domain class, controller turun ke 122 LOC (-93%).
Pooled Lookalike Audience
MarketingOrg-level shared seed, per-member "pooled" (default) vs "own" mode, penyelesaian cold-start untuk agensi kecil.
Multi-tenant Quota Metering
InfraUsageGateService + QuotaMeter, metering per-org per-meter, enforcement berpusat tanpa gating ciri.
Laman publik AgentKit
Platform11 halaman baru: Untuk siapa, Hubungi, Pasal kami, Roadmap, Status, API docs, Legal shell, Blog, Kerjaya, Press kit, Harga.
65% siap
BNA Phase 4 — Accept / Dismiss / Snooze
AIFeedback endpoint, loadBna() dalam callback, cadence pause / cancel integration, iOS NullableEnvelope generalization.
30% siap
iOS App — App Store Connect
iOSDaftar app record, jemput ejen pioneer terpilih, Archive upload pertama, TestFlight distribute.
45% siap
Date Triggers — Auto follow-up
AITrigger cadence berdasarkan tarikh (ulang tahun, tamat polisi semasa, dll.) dari data pelanggan.
Sentiment-Aware Reply
AIAI detect sentimen negatif dalam WA dan tone-down nada cadangan draf secara automatik.
Meta Ads API v2 — Creative Breakdown
MarketingIntegrasi Meta Ads Insights API, creative fatigue detection, auto-pause creatives melebihi threshold.
Score-Driven Enrol
CRMAuto-enrol lead ke cadence berdasarkan Close Probability score threshold yang ditetapkan oleh ejen.
Daily Digest Perisikan
CRMRingkasan harian 09:00 BM — siapa yang perlu dihubungi hari ini, siapa yang hampir closed, siapa yang cold.
iOS Widgets + Live Activities
iOSHome screen widget ringkasan pipeline + Live Activity untuk appointment aktif hari ini (iOS Phase C).
Baileys Multi-Instance
InfraSharding Baileys untuk 100-150+ peranti, MySQL auth state wajib, graceful shutdown, routing column.
Changelog Awam
PlatformEntri changelog terbuka untuk pengguna aktif — rekod setiap penghantaran fitur dengan nota ringkas BM.
Roadmap dibentuk berdasarkan keperluan kerja lapangan ejen takaful. Cadangan dari pengguna mendapat keutamaan tertinggi.
Cadang ciri baharu