Why You Shouldn't Ask GPT to Write Your Business Plan for You — Writing Well and Passing Review Are Different Things

#The Structural Limits of an AI That Just Writes for You

A plan a drafting-AI hands you is a starting point, not a finished product. Before explaining why you shouldn't trust it as-is, let's walk through the structural limitations.

• It invents numbers — figures like 'a ₩3 trillion domestic market' or '20% annual growth' get generated to sound plausible, with no source check. It never actually looked at real statistics.
• It doesn't verify its own claims — a smooth sentence isn't the same as a correct one. The model isn't cross-checking facts; it's generating what sounds plausible.
• It has no real, current data — it writes without knowing the market past its training cutoff, the actual format of Korean government grant programs, or your real competitors and market conditions.
• It inflates things to sound good — it tends to write optimistically in the direction the user wants, which hides weaknesses.

#OpenSeed Isn't for 'Writing' — It's for 'Verifying'

OpenSeed isn't a tool that writes your plan and calls it done. It takes the plan you have before submission and checks the claims inside it against real data.

Say you wrote 'a ₩3 trillion domestic market.' We check it against real public and market data, and if the evidence isn't there, we point to exactly that spot. We're not generating new text — we're checking whether what you already wrote is actually true. This is a tool for 'confirm this is actually correct,' not 'just write it and I'll trust it.'

#So, 70/30

Here's the summary: the substance of the business — problem definition, real traction, strategy, evidence — 70% of it has to be written by you. That's not something AI can do in your place. Leave the other 30% — structuring it, and above all, verifying whether it's actually true — to AI. That 30% verification is exactly what OpenSeed does.

#Conclusion — Don't Hand It All Over. Get It Verified.

Drafting AI is fast and convenient, but submitting its output as-is is risky. Writing well and passing review are different things. Write the business plan yourself (70%), and get help from a tool for fact verification (30%).

For context, the tendency of language models to answer plausibly without fact-checking is a limitation consistently raised in AI research. It's nothing new — it's a structural problem anyone runs into when using drafting AI.