Start here
Start with the judgment, not the tool stack.
The AI Workshop is where I think out loud about practical AI, SaaS, and the systems behind real work. If you need help with any of this, hit me up at Digital Spirit.
№ 01
Find the drag
Look for admin work, repeated writing, scattered information, follow-up delays, and unclear handoffs.
№ 02
Use AI on one step
Ask AI to draft, summarize, classify, compare, or suggest. Do not automate the whole workflow first.
№ 03
Add the checkpoint
Decide who reviews the output, what they are checking, and what happens when AI is wrong.
What to ignore
Ignore anything that makes you feel rushed, behind, or dependent.
Common questions
Better mental models beat bigger tool stacks.
It can help with drafting, summarizing, classifying, routing, research, comparison, and first-pass analysis. It is most useful when the input and review standard are clear.