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What Does an Investor-Grade AI Demo Actually Require - and What Can You Skip?
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What Does an Investor-Grade AI Demo Actually Require - and What Can You Skip?

DEV CommunityΒ·Sunil KumarΒ·6 months ago
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#ai#startup#machinelearning#demo#prototype
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Practical post for engineers and founders scoping an AI prototype for fundraising. The question that comes up constantly: What do you actually need to build for a pre-seed investor meeting, and what are you overbuilding?

Context: Ailoitte builds investor-grade AI prototypes for pre-seed founders via AI Velocity Pods . Sharing what we see in scoping conversations.

What Do Investors Actually Want to See in 2026?

The pre-seed bar has moved. Investors at seed and pre-seed now expect a working AI demo β€” not a Figma prototype, not a recorded video, not a compelling deck. The AI working on real data, live, in the meeting.

The mistake most founders make: they interpret this as needing to build the full product.…

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