STOP CHASING AI. START SEEING PATTERNS.
From AI Adoption to Business Value.
#01 — Stop Starting With AI. Start With Work.
The usual starting question is:
“Where can we use AI?”
Reverse it.
Ask:
“How does our work actually happen?”
Before choosing ChatGPT, Copilot, an agent, RAG, or another AI solution, look at the work itself.
1. Map the workflow.
2. What comes in?
3. What happens repeatedly?
4. Where does work slow down?
5. Where is human attention being consumed?
6. What outcome are we trying to improve?
Then look for the underlying patterns.
Search. Compare. Classify. Generate. Check. Match. Predict. Decide.
Only after seeing the work and its patterns should we ask:
Where could AI make a meaningful difference?
A simple example
Instead of saying:
“Let's introduce AI into recruitment.”
Start with:
Applications → Screening → Shortlisting → Interview → Selection
Then examine the work.
You may discover:
Hundreds of applications → Repeated comparison → Recruiter time → Screening bottleneck
Now you have something worth investigating:
Work → Pattern → Friction → AI Opportunity → Outcome
AI is no longer looking for a problem.
The problem has given AI a purpose.
⚡ POWER PROMPT #01 — START WITH THE WORK
“Act as a workflow analyst. I want to explore AI opportunities in this area: [describe your role, department, or process]. Do not recommend AI tools or solutions yet. First help me map how the work currently happens from input to outcome. Identify the major tasks, handoffs, decisions, repeated activities, exceptions, and human judgment points. Then identify the recurring work patterns such as searching, comparing, classifying, generating, checking, matching, predicting, or deciding. Ask me for missing information where necessary. Only after we understand the workflow and its patterns should we explore where AI might add value.”
The key instruction is deliberate:
Do not recommend AI yet.
Because AI shouldn't determine the problem.
The work should determine the role of AI.
WORK → PATTERN → FRICTION → AI OPPORTUNITY → OUTCOME
Stop starting with AI. Start with work.
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