What should I never delegate to AI?
What can I delegate to AI, and what should I never delegate? This question comes before productivity — because delegating the wrong job takes back the time you saved in a single move. 🚫
The distinction is not “hard work versus easy work”. What decides is the cost of the error and where responsibility sits.
Short answer: drafts can be delegated, decisions cannot. That one sentence settles most cases. ⚖️
Work that can be delegated
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- First drafts
- Format and editing
- Variations
- Search and pre-screening
Their shared trait: reversible. ✅
First drafts
Filling the blank page is the biggest time sink. The draft is delegated, the final version stays with you. 📝
Format and editing
Summarising, extracting points, turning into tables, simplifying language. Error risk here is low. 🧹
Variations
The same message in different lengths and channels. Done by hand it is slow and tedious. 🔁
Search and pre-screening
Finding the relevant part in a long document, narrowing a list. The result is still verified by a human. 🔎
Work that is never delegated
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- Final decisions
- Final legal and medical text
- Personal and sensitive data
- Human relationships
Their shared trait: irreversible. 🛑
Final decisions
Pricing, hiring, investment, signing a contract. AI produces options; a human chooses. ⚖️
Final legal and medical text
It can be a draft, never the output. In these areas responsibility is entirely yours. ⚠️
Personal and sensitive data
Identity, health, personnel and customer data are not uploaded; the boundary sits in the data security guide. 🔐
Human relationships
Delivering bad news, closing a complaint, apologising, giving credit. An automatically written apology is not an apology. 🤝
How is the middle zone managed?
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- Customer communication
- Analysis and interpretation
- Proposal preparation
- Hiring
Most work sits between the two. 🎚️
Customer communication
The draft is generated, the sender reads and signs it. A message sent unread turns the middle zone into the forbidden zone. 📧
Analysis and interpretation
Calculation can be delegated, interpretation is debatable. The tool extracts the figure, the team supplies the meaning. 📊
Proposal preparation
Structure and language are delegated; scope, duration and price are entered by hand; the detail sits in the proposals guide. 📄
Hiring
CV summaries can be produced; screening criteria are applied by a person. Automatic screening is both error-prone and risky. 👥
How is the boundary written?
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- Column 1: free
- Column 2: controlled
- Column 3: forbidden
One page, three columns. 📄
Column 1: free
Work that can be delegated without asking. The list must be clear so nobody hesitates. ✅
Column 2: controlled
Delegated but released with human approval. For these, who approves is written down. 👁️
Column 3: forbidden
Never delegated. With a one-sentence reason, the rule ends the argument. 🚫
Three common mistakes
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- Mistake 1: sending unread
- Mistake 2: leaving the decision to the output
- Mistake 3: not writing the boundary
- The sentence that cuts all three
All three cost trust. 🚧
Mistake 1: sending unread
The most frequent and most expensive error. Every outgoing text is read by a human. 📤
Mistake 2: leaving the decision to the output
“The tool said so” is not a justification. Responsibility cannot be delegated. ⚖️
Mistake 3: not writing the boundary
An unwritten boundary means everyone draws their own; the result is inconsistency. 📄
The sentence that cuts all three
This: “Drafts are delegated, decisions are not.” ✅
What should I do today?
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- Step 1: list ten jobs
- Step 2: sort them into three columns
- Step 3: name the approver
- If you want help
Three steps, half a day. 🪜
Step 1: list ten jobs
The ten the team does most. The boundary is drawn over concrete work. 📋
Step 2: sort them into three columns
Free, controlled, forbidden. The discussion happens here, not mid-task. 🎚️
Step 3: name the approver
Who approves in the controlled column? Unnamed approval is not approval. 👤
If you want help
Let us draw up your boundary page: use the consult your expert form. For your current usage see the business AI usage audit; the whole sits on the AI consultancy page. 🎯
Related reading from the archive: six real limits of AI · the AI maturity ladder.
📝 Notes From the Field
A team had customer emails written by the tool and sent them unread. One day a wrong delivery date entered a message and reached the client. The rule changed in one line: every outgoing text leaves only after the sender has read it. Delegation did not stop; responsibility settled where it belonged.
📖 Short Glossary
Middle zone: work that can be delegated but requires human approval. Reversibility: whether an error can be corrected; the real test for delegation. Boundary page: the single page showing free, controlled and forbidden work. Approver: the person who reads controlled output and takes responsibility.
⚡ Quick Summary
The test is not hard versus easy but the cost of the error. 🚫 Drafts, format, variations and pre-screening are delegated; decisions, final legal-medical text, sensitive data and human relationships are not. Most work sits in the middle zone and leaves with human approval.
🎯 Next Step
Let us draw up your boundary page: use the consult your expert form. The verification side sits in the verification guide; for your current usage see the usage audit.
Frequently Asked Questions
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Quarterly, on the suggestion of those doing the work. The boundary is not fixed; it moves as tools and processes change. 🔄
The opposite: a clear boundary ends hesitation and speeds delegation up. In ambiguity people either avoid the tool entirely or overuse it, and both reduce productivity.
Because final responsibility is yours, using a drafting tool is usually not separately disclosed. For advertising and promotional content, however, current disclosure obligations should be followed.
It is reviewed quarterly. As tools and processes mature, some controlled work moves to the free column; the forbidden column rarely changes.
Source: Turkish DPA (KVKK) — human oversight and responsibility in AI