Data first
Rent capability, keep enterprise memory.
Upgrade overview
AI Business Upgrade Overview
A public teaser for the courseware: five selected frames, not the full delivery deck.
The course reframes AI adoption as building an AI business department: data boundaries, workflow ownership, business modules, marketing modules, and an enterprise AI brain.
Workbench first
Use a prepared operating layer before every team has its own Codex director.
Module system
Turn active development and marketing into connected AI office modules.
Upgrade overview
Five public frames
The public site only shows the frames needed to understand the logic. The complete 20-frame interactive version stays inside the member workbench.
S06
Rent capability, keep memory
External AI capability can be rented, but customer files and work methods must stay in the company.
S10
Workbench first, Codex later
The workbench can temporarily carry the director layer, then the team uses Codex to keep improving it.
S18
AI business center
Active customer development becomes a business-center module.
S19
AI marketing center
Content, website building, and growth work become a connected marketing-center module.
S20
Enterprise AI brain
The long-term target is not more tools, but an enterprise AI brain.
Full courseware
The full interactive version is delivered in the Trade Workbench.
The public site is only a preview. Members and course participants can open the full 20-frame courseware from the Trade Workbench course center.