Hey there!

It’s Sparsh here!👋 

Most pitch decks die on a single slide, the one with a feature name nobody can parse. “Adaptive intelligence layer,” “dynamic engagement framework,” “contextual decision engine” all sound impressive in the room and mean nothing on the page. 🥱

A recent tweet from Jason Yeh put it bluntly: legibility beats cleverness, every single time. 🎯

Let's dive in to know more! 🚀 

🧩 Why founders reach for jargon in the first place

None of these reasons hold up once an investor is actually trying to underwrite the business. 📉

🔍 What legibility actually looks like

The right column is not less impressive. It is just checkable. An investor can picture it, poke holes in it, and decide if it is hard to build. 🎯

🤖 The AI startup jargon problem specifically

AI pitches have their own dialect, and it is getting worse, not better. Nearly every deck now leans on “agentic,” “multimodal,” or “reasoning layer,” and none of it tells an investor what actually happens when a real user opens the app. 🌀

A few habits worth naming directly. 🧵

1. 🔧 Naming the model, not the outcome. Saying "built on a fine-tuned LLM with RAG" describes the plumbing, not what changes for the customer.

2. 🪞 Borrowing OpenAI or Anthropic's vocabulary as a stand-in for differentiation. "Agentic workflows" is not a moat if every competitor's deck says the same thing.

3. 📚 Stacking nouns to sound technical. "Adaptive intelligence layer" is three vague words doing the work that one concrete sentence should do.

The founders who win the room are usually the ones who can explain the AI product the way they would to a smart friend outside tech, no acronyms required. 🗣️

📊 Why this matters more at seed and Series A

At later stages, an investor already knows the category and shorthand is earned. At seed, the investor is often meeting the category itself for the first time, alongside the company.

• ⏳ Seed / Series A: the investor is learning the category and the company at once. Jargon adds a second translation layer they did not sign up for.

• ✅ Series B and beyond: the investor already speaks the category's language, and precise shorthand can actually save time.

Founders who forget which stage they are pitching tend to over-explain to sophisticated investors and under-explain to new ones. Both cost meetings. ⏳

✅ A quick checklist before the next pitch

🎬 Takeaways

• 🎯 Legibility beats cleverness because it is checkable, not because it is duller.

• 🧵 AI decks especially need to name the outcome, not the model architecture.

• ⏳ Match your language to the stage. Early investors need translation, later ones need precision.

• 🗣️ If a smart outsider cannot repeat back what your product does in one sentence, the deck is not ready.