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The 2+2 rule for successful AI roadmap that delivers results
More Pilots Don’t Mean More Results. It's time to cut the hype and build something meaningful.
Sep 9
•
Ayush Agarwal
1
August 2025
Keep Your AI Systems Safe When Partners Change or Shut Down
This week, I want to talk about something that doesn’t get enough attention: how dependent your systems are on AI partners, and what happens when that…
Aug 29
•
Ayush Agarwal
2
Data lessons that a $100K AI mistake taught me...
How to ensure your AI investments don't fail due to process or data challenges.
Aug 3
•
Ayush Agarwal
July 2025
AI in HR - Recruiter Bots vs Candidate Bots
Even with AI filters, great candidates are falling through. Read how clearer “non-negotiables” + ChatGPT beat most hiring tools — without a system…
Jul 1
•
Ayush Agarwal
2
June 2025
From Stored to Served: Unlocking the Power of Information
🧠 Model in Motion: Clear, actionable AI insights - no hype, no jargon.
Jun 25
•
Ayush Agarwal
3
Start Fast, Scale Smart: The Hybrid AI Model Strategy that works
Executive Summary
Jun 22
•
Ayush Agarwal
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