Solo AI Commerce · Agent Orchestration Console

Glowy Mask Studio · Agent Orchestration Console

Solo AI Commerce · niche: face mask · TikTok+Shopee+FB

events/min: 0

p50 latency: 0ms

chats today: 87

approval queue: 2

LIVE

System Topology · click node để xem detail

Live Event Stream · Redis

0 events

AI Agents · LIVE workforce 8 agents

🎯

Triage Agent

claude-haiku-3.5

LIVE

Classifying intent... routing to Skin Advisor

💬

Sales Agent

claude-sonnet-4

LIVE

Handling combo upsell · Lan Phương (TikTok)

🧴

Skin Advisor

claude-sonnet-4

LIVE

Da dầu mụn + tret 0.025 → filter actives · recommending Mediheal Tea Tree

📺

Live Host

haiku + STT

STANDBY

Waiting for live_started event · next show 9 PM tonight

🛟

Support Agent

claude-sonnet-4

LIVE

Auto-resolved #T2401 · đổi shade #21→#23 + free reship

📣

Marketing AI

sonnet + imagen3

SCHEDULED

Next batch · TikTok script "ASMR 10-pc mask haul" · 7:30 PM

💰

Pricing AI

scrape + sonnet

WATCHING

Mediheal Tea Tree · LeAdHe giảm ₫8k đêm qua · proposed match

🧠

Memory Agent

haiku async

INDEXING

Embedding 12 conv snippets → Qdrant · updating customer profiles

Active conversation flows 3 live

TIKTOK Lan Phương · da dầu mụn + tret 2.4s

ingest triage:skin profile.fetch tool:search tool:check_ingredient sonnet.gen approval send

Skin Advisor: filter exclude AHA/BHA/alcohol vì tret · returning Mediheal Tea Tree + COSRX Centella · building 3 combo options...

SHOPEE Mai Anh · "ship Đà Nẵng mấy ngày?" 0.8s

ingest triage:faq cache.hit send

Cache hit · no LLM call: "SPX ship Đà Nẵng 2-3 ngày chị ạ. Đặt trước 4 PM ship trong ngày!" · cost $0.00 ✓

FB Anh Tuấn · combo 10pc giá sỉ 5.1s

ingest triage:wholesale sonnet.gen approval.eval human?

Approval gate: est. value ₫4.2M < threshold ₫5M · confidence 0.79 (below 0.85) → escalating to Hằng human queue

Approval Queue 2 waiting

🚨

Refund ₫450k · #SP82310 · khách kêu sai shade

04:23

Support AI · buyer score 4.8★ · vượt mức tự xử lý ₫300k · P1 priority

💰

Giảm ₫20k Cushion #21 trên Shopee · đối ứng LazMall

12:47

Pricing AI · 3 competitor avg drop ₫22k · forecast +24 đơn/tuần · margin còn 38%

Cost meter · today (real-time)

$1.87

spent across 8 agents · forecast $56/month @ this rate

Triage (Haiku)

$0.04

Sonnet (chat)

$1.09

Image gen

$0.26

STT (live)

$0.18

💡 Cache hit ratio 31% (FAQ + product lookup) saving ~$0.85/day. Semantic dedup on review questions saves additional $0.40/day.

Memory layer · 4 tiers

⚡

Working (in-proc cache)

5-min TTL · task state

⏱

Short-term (Redis)

24h TTL · customer cache

847

📚

Episodic (Postgres)

structured · forever

142k

🔍

Semantic (Qdrant)

embeddings · per-tenant

38.2k

Tool registry · usage today

get_product

412

check_ingredient_safety

search_by_skin_type

get_customer_profile

312

check_inventory

241

apply_voucher

create_order

send_message

187

Solo AI Commerce · Agent Orchestration Console v0.1 · niche: face mask · Glowy Mask Studio
Event-driven supervisor pattern · Redis Streams + stateless specialists + policy-driven approval gate