Home/Core Architecture/AI Dual Engine (GoBot + VantaAI)

FEATURE

14. AI Dual Engine(GoBot + VantaAI)

Two AI engines: built-in and intuitive, or external and on-the-go — combine as you need. GoBot lives in the WMS sidebar; VantaAI lives in the AI you already use — Claude or ChatGPT, desktop or mobile. Built-in is always one click away; external means WMS power without logging into the WMS.

Two engines at a glance

Built-in intuition × external mobility — mix to fit your workflow

GoBot

Built in

The intuitive assistant in the WMS sidebar

  • Warehouse staff and pickers chat directly inside the WMS
  • Auto-aware of the current page context
  • Upload Excel and PDF files for instant interpretation

VantaAI

External integration

WMS power inside your AI — no back-office login required

  • Use it from Claude or ChatGPT, desktop or mobile — wherever you are
  • Deep MCP integration — native calls and native execution
  • One sentence chains multi-step warehouse operations

Pain Points

  • Warehouse staff live in the WMS — switching to external tools to ask a question kills focus.
  • Owners and salespeople rarely log in but always need quick answers — opening the system for one question is overkill.
  • Multi-step operations like 'change all today's Momo orders to home delivery, merge these three shipments into one wave' take 20+ clicks and break easily.

Core Highlights

01

GoBot (built in, prepaid) — the WMS-native assistant

  • Open the sidebar inside the WMS — chat instantly, no system switching.
  • Auto-aware of the current screen context (it knows which order you're looking at).
  • Upload Excel and PDF files for instant interpretation, batch order import.
  • Token-based prepaid pricing — pay for what you use, no contract lock-in.
02

VantaAI (external, monthly) — WMS power inside your AI

  • No WMS login required. Use it in Claude or ChatGPT, desktop or mobile, wherever you are.
  • Deep MCP (Model Context Protocol) integration — native calls, native responses; works with Claude and ChatGPT.
  • Ask 'how many Momo orders haven't shipped today?' in Claude or ChatGPT and get the answer immediately.
  • US$ 3/month subscription unlocks the integration (Claude or ChatGPT subscription required separately).
03

Two engines, each best for different scenarios

  • All-day WMS users (warehouse staff, pickers) → GoBot is fastest, no switching needed
  • Owners, sales, accounting just needing a quick answer → VantaAI wins, no login
  • Complex multi-step flows or automated reports → VantaAI's MCP capabilities go further
  • Client-side self-service tenant queries → GoBot's prepaid model gives clearer cost control

Both can run at the same time without conflict.

04

Permissions and data fully synced with the WMS — both engines

GoBot and VantaAI both authorize through your WMS account; access scope and permissions match the back-office exactly. Tenant A's account only sees Tenant A's data; if an operator has no delete permission, the AI won't delete on their behalf. Data doesn't leak, never crosses tenants, never exceeds permissions.

05

Multi-turn chat, file analysis, role-aware responses

  • Both engines support multi-turn conversations and file uploads (Excel, PDF)
  • GoBot chat history stays inside the WMS, filed per tenant for easy audit
  • VantaAI chat history follows your AI account and syncs across devices
  • Responses adapt to user role — owners see reports, pickers see bin locations, accountants see billing

More Capabilities

  • 01Pricing comparison: GoBot is prepaid (pay-as-you-use) / VantaAI is monthly US$ 3 (Claude or ChatGPT subscription required separately)
  • 02Visual identity: GoBot ships with a sparkle icon in the WMS sidebar; VantaAI lives in the native Claude or ChatGPT UI
  • 03AI usage management: per-tenant daily token budget caps prevent unexpected overspend (GoBot)
  • 04Security and audit: every action from both engines is fully traceable, meeting ISO 27001 information-security requirements

Ready to level up your warehouse?