Are we putting the cart before the horse with agentic AI?
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 havenโt:
- 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 weโre debating autonomous agents.
Hereโs the SEQUENCING PROBLEM:
Putting autonomy on top of uneven literacy + weak governance + messy data doesnโt 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 donโt scale autonomy before you scale judgment.
You donโt automate what you havenโt stabilized.
IMAGINE:
- If every manager improved decision quality by 20% using simple GenAIโฆ
- If briefs got clearerโฆ
- If follow-ups got consistentโฆ
โฆthe COMPOUNDING IMPACT would be enormous.
That is transformation.
And itโs available now.
What โbasicโ AI habit would create the biggest leverage in your organisation before you deploy agents?
#AgenticAI #AILeadership #SystemsThinking #DigitalTransformation #ResponsibleAI
Contact
bruno.gentil@sherpaconsultingasia.com
ยฉ 2026. All rights reserved.
