Six industries.
Six kinds of key decisions.
Every decision agent comes with a demo you can open.
01
Manufacturing · Planning
Who ships first on a shortage: AI works it out, the planner decides.
Rush orders mean hours of reworkRules live in veterans' headsAPS bought, nobody tunes it
02
Distribution & Operations
Approve the quote, reorder the stock: in seconds, within the rules.
Quotes approved by emailSAP is hard to changeOverstock and stockouts at once
03
Group Operations
Ask a business question in one sentence; trace the evidence.
Every unit counts differentlyReports wait in a queueScorecards lack an audit trail
04
Organization & Talent
Who fits the role best, with reasons attached.
Internal talent is invisibleJobs and profiles don't match upExpert know-how walks out
05
Healthcare AI
QC judgment in the model; safety limits outside it.
10,000 rules break on new dataData must stay in hospitalUnclear safety boundaries
06
Finance
Strategies propose positions; risk holds the veto.
Backtests don't survive liveLLMs inside the trade pathRisk tangled with strategy
Start with an AI readiness assessment.
Tell us your company, industry and the problem to solve. We will set up a 30-minute call.
Emailtomlijiang@qq.com
WeChatcvcreator
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