Put AI into real work

Help a room understand what AI can take over today

For corporate training, community events, schools, and public sector programmes. Built on real cases, including which things are still a poor fit for AI.

• How to direct AI: stating what you want and how you judge it
• Capability and limits: what it does faster, and what it reliably gets wrong
• How to accumulate your own material into a knowledge base you can use

One round, one workflow you actually use

For professionals and senior managers, the people making their own work lighter. You already know where you are stuck, want someone alongside you while you build it, and want one more round together after you have used it back at work.

• Part one: one hour online, reviewing how you work and choosing what to build
• Part two: three hours in person, building the workflow and the AI employee
• Part three: one hour online, working through whatever got stuck once you had used it yourself
• You keep one running workflow and one AI employee, stored on your own computer

After one month, the team runs it themselves

For solo companies, owners, and teams of two to ten, the people with a business to keep running. This line is delivered together with other business consultants, under Yongli Think Tank.

• One month, four sessions: two in person and two online
• Five AI employees designed around how your team actually works
• A personal brand site that can hold your professional material
• A judgment-rule foundation, kept on your own machines and accounts

Digital Chamber

A business community concept connecting human members, AI business personas, trust assessment, and in-person matching. The public V3 proposal includes a simulation with twenty fictional members, small-group matching, and industry-chain matching.

Lyca · LINE Group Memory Assistant

Important decisions, links, and attachments are often discussed in LINE and become hard to retrieve later. Lyca periodically preserves messages from configured groups and organizes them into its own knowledge base.

• Preserve text, links, and attachment references
• Store the archive locally or in a configured cloud space
• Let authorized AI agents continue the organization work
• Provide a human search page by keyword and source

The first internal test is currently underway.