Joined December 2024
- Tweets 91
- Following 49
- Followers 5
- Likes 0
Photos and videos
26 Sep 2025
Build vs Buy vs Hybrid AI: How Tech Companies Can Choose the Right Strategy
I write a practical framework for implementing AI in-house, via vendors, or hybrid. Understand the trade-offs of building, buying, or hybrid solutions on speed, control, cost, and differentiation. See 🧵
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28 Aug 2025
95% of enterprise AI pilots fail to deliver ROI (MIT). The real issue? Strategic misalignment- leaders launch without defining the bet or the outcomes the pilots will achieve without clear go-no-go criteria.
🧵A framework to categorize, evaluate, and prioritize the right pilots:
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Leena retweeted
17 Aug 2025
@karpathy My contribution to the #PayoutChallenge to uplift human thinking (I go beyond AI here):
How to Reach Your Goals Using First Principles and Escape Default Mode
modelsandbeyond.substack.com…
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Leena retweeted
1 Aug 2025
You don’t need an #AI use case.
You need a customer, a problem, and urgency to pay.
#Startups #GTM #ProductStrategy #B2B #AIproduct #productmanagement
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Leena retweeted
1 Aug 2025
Most #changemanagement means
-A slide deck
- A Slack message
- A few announcements
But real change needs different questions:
- What work goes away?
- What risks are acceptable now?
- Who owns outcomes?
#productstrategy #ProductLeadership #OrgDesign #AIstrategy #productmanagement
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Leena retweeted
4 Aug 2025
4 Considerations for Prioritizing AI Initiatives.
If you are struggling to figure out how to prioritize AI initiatives, here are 4 key considerations.
#aiproductmanagement #productmanagement #prioritization #productstrategy
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Leena retweeted
4 Aug 2025
Traditional product roadmaps break under AI’s uncertainty. Shift to hypothesis-driven, iterative planning that embraces learning and pivots fast. Roadmaps should guide, not restrict. #ProductManagement #AI
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Leena retweeted
4 Aug 2025
AI projects fail not because of tech alone, but because they lack clear success criteria and alignment across teams. Define outcomes before building. #AI #ProductStrategy
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4 Aug 2025
4 Considerations for Prioritizing AI Initiatives.
If you are struggling to figure out how to prioritize AI initiatives, here are 4 key considerations.
#aiproductmanagement #productmanagement #prioritization #productstrategy
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4 Aug 2025
/3 Technical Feasibility
Assess data quality, infrastructure, tooling, and technical expertise needed to see if a solution is feasible.
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4 Aug 2025
/4 Organizational Readiness
Evaluate where the organization stands with regard to the culture, skills, and processes in place to adopt and support AI strategy and initiatives long-term.
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Leena retweeted
30 Jul 2025
When shipping AI features, product and GTM teams must communicate:
1) where the model is great
2) where it’s reliable with oversight
3) where it fails predictably
Skip this and you’re setting customers up to fail.
#AIproductmanagement #LLM #GTM #GTMstrategy
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