Insight certainty 4/5 debate potential 3/5

Alam: AI enables product managers to build up to 80% of apps

Muhammad Alam · SAP's Muhammad Alam: AI's Real Employment Impact, Path To Genuine ROI, Is Hype Good? · Dec 9, 2025 · at 10:01

Muhammad Alam, head of product and engineering at SAP, explains how generative AI tools are shifting product managers into direct product builders.

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“Gone are the days where a product manager is just writing a spec and sort of giving a set of instructions or requirements for somebody else to go build, like a product manager necessarily now can be empowered to generate an app and get it to 40, 50 in some cases, depending on how good the models are, if you have some fine tuned models, 70, 80%, and then hand over in collaboration to a set of senior engineers now that take it to the last mile”

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More from Muhammad Alam

Assertion Not checkable as stated
SAP: AI rollout across 40,000 developers has caused no job reductions
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Muhammad Alam Dec 9, 2025 ▶ 1:53 SAP's Muhammad Alam: AI's Real Employment Impact, Path To Genuine ROI, Is Hype Good?
Disclosure
Alam: SAP expects headcount growth despite AI scaling 40,000 developers 5x
“And with that, what we're looking to go do is now not just operate at the throughput of 40,000 people, but operated the throughput of five X of 200,000 effective staff to deliver even more innovation for our customers, and we might even Honestly, in 26, barrin…”
Muhammad Alam Dec 9, 2025 ▶ 3:35 SAP's Muhammad Alam: AI's Real Employment Impact, Path To Genuine ROI, Is Hype Good?
Insight
Alam: AI-enabled 200-person startup matches output of 2,000 enterprise developers
“In today's world with the tech that's out there, a 200% startup can actually operate at the throughput of what we operate with 2000 or a thousand. Where we sort of maintain and sustain our advantage is if we take our 2000 and now operate it at the pace of 8000…”
Muhammad Alam Dec 9, 2025 ▶ 5:52 SAP's Muhammad Alam: AI's Real Employment Impact, Path To Genuine ROI, Is Hype Good?
Opinion
Alam: Tech layoffs fix pre-AI structural issues, not AI automation
“In some cases they're also fixing things that were just things that needed to be fixed pre-AI. They're just fixing it post-AI and it's sort of a bit of a, because it's happening post-AI, AI gets an effect.”
Muhammad Alam Dec 9, 2025 ▶ 8:10 SAP's Muhammad Alam: AI's Real Employment Impact, Path To Genuine ROI, Is Hype Good?
Disclosure
Alam: SAP pilot team delivered a full quarter's output in two weeks
“Another team as part of these front runner teams came and said, hey, we delivered almost all of what we did in the last quarter in this last two week sprint.”
Muhammad Alam Dec 9, 2025 ▶ 11:53 SAP's Muhammad Alam: AI's Real Employment Impact, Path To Genuine ROI, Is Hype Good?
Prediction Not checkable as stated
Alam: Every engineer will need to become a manager for AI agents
“I think every engineer would need to learn the skills of being an engineering manager because you'll have a set of agents, if not humans working with you to be able to sort of deal with code that from a size and a scale perspective is exponential compared to w…”
Muhammad Alam Dec 9, 2025 ▶ 14:15 SAP's Muhammad Alam: AI's Real Employment Impact, Path To Genuine ROI, Is Hype Good?
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