Staging environment
Free Lesson

Learn to Build AI Memory for Product Managers

Hosted by Samarvir Singh and Khushal Adlakha

In this video

What you'll learn

Encode your work style into AI

Learn to translate vague preferences into specific phrases AI can execute.

Make AI Remember Your Style

Learn what to include in your memory file so AI remembers your style.

Diagnose Why AI Outputs Fail

Learn to spot the gap between generic and useful. Fix AI behavior systematically, not just better prompts each time.

Why this topic matters

When AI remembers your context, three things change. You handle more initiatives without burning out. You ship with confidence instead of hoping outputs are good enough. You get access to bigger opportunities because you deliver faster than leadership expects. This isn't about working harder. It's about building capacity that accelerates your career.

You'll learn from

Samarvir Singh

Product Lead, Autodesk Forma Board

Samar Vir Singh, a Product Manager at Autodesk Forma, has 6+ years of experience building products at enterprise technology companies. Currently, he builds collaboration features for Forma, Autodesk's industry cloud for the AEC (Architecture, Engineering, Construction) sector - helping design better cities. Previously, he was a Product Manager at Cognite, where he shipped data platform products to industrial companies.


Khushal Adlakha

Product Lead @ Autodesk | Advisor @ PensionBox

Hi, I'm Khushal Adlakha, Product Lead at Autodesk Forma and early-stage advisor at PensionBox, with over 8 years of experience leading high-impact product initiatives across AEC technology, energy, and industrial data platforms.

Previously at

Autodesk
Cognite
Schlumberger
Autodesk Construction Cloud
Spacemaker AI
See all products from samar-khushal

Go deeper with a course

AI for shipping cross-org products
Samarvir Singh and Khushal Adlakha
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