AI workflows and front-end delivery for small teams
Turn the work you keep doing by hand into a tool that works.
You do not need another oversized system. Bring me one specific, repetitive problem and I will shape it into a working workflow or focused front-end tool.
The question is not whether to use AI. It is which work should stop being manual.
Many teams already use AI but still ask people to copy information, clean up formats, sync statuses, and rewrite the same replies. I find the highest-leverage step and make a lightweight, explainable version with a clear human owner.
Start with the problem
The work you may be tolerating
Customer knowledge base
Give repeat questions a consistent first answer, then send the hard ones to a person.
Sales notes, organised
Turn conversations and spreadsheets into a clear list of what to follow up next.
Content operations
Turn one source into reviewable, publish-ready versions for different channels.
Small internal tools
Fix the internal problems worth solving, without turning them into a large system.
How we work together
From one honest complaint to a usable version.
Name the problem
Use real material and the current process to find the step worth fixing first.
Build the small version
Connect AI, data, and a clear interface so you can try the result quickly.
Hand it over
Document boundaries, failure states, and upkeep so the tool stays useful.
One concrete example
Make repetitive support questions a controlled flow.
One source of truth, without the repeated searching and rewriting.
Turn answers scattered across docs, chats, and team memory into a searchable knowledge base. Draft the easy replies and route the edge cases to a person.
View the caseNext step
Bring one real problem.
It is fine if you are not sure it can be done. Send the context, how it works today, and the frustrating part. I will reply with a practical first breakdown.
hello@guoxuzhi.email