Are we putting the cart before the horse with agentic AI?
Blog post description.
2/21/20261 min read


Everywhere I look, I see talk of:
Autonomous systems. AI employees. Self-driving workflows...
Powerful. Exciting. Coming fast.
But I keep asking myself a simpler question:
HAVE WE MASTERED THE BASICS ?
In most organizations I speak with, we still haven’t:
- Embedded GenAI into daily decision-making
- Improved written thinking and executive briefs
- Systematically upgraded meeting prep + follow-up
- Reduced cross-functional misalignment with AI-supported clarity
- Established shared norms for safe, responsible usage
Yet we’re debating autonomous agents.
Here’s the SEQUENCING PROBLEM:
Putting autonomy on top of uneven literacy + weak governance + messy data doesn’t create leverage.
It creates FRAGILITY.
So I suggest using a simple ladder:
AI Operating Maturity (4 rungs):
1. Assist: individuals use AI to think/write faster
2. Standardize: shared prompts, templates, review norms
3. Instrument: logging, approvals, auditability, stop-losses
4. Delegate: only then do you hand off actions to agents
You don’t scale autonomy before you scale judgment.
You don’t automate what you haven’t stabilized.
IMAGINE:
- If every manager improved decision quality by 20% using simple GenAI…
- If briefs got clearer…
- If follow-ups got consistent…
…the COMPOUNDING IMPACT would be enormous.
That is transformation.
And it’s available now.
What “basic” AI habit would create the biggest leverage in your organisation before you deploy agents?
#AgenticAI #AILeadership #SystemsThinking #DigitalTransformation #ResponsibleAI
Contact
bruno.gentil@sherpaconsultingasia.com
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