CASE STUDY · INSTANT DECK
From raw company narrative to
investor-ready deck pipeline.
Instant Deck is an AI product built to transform a company narrative or source PDF into a stronger investor presentation through an evidence-led generation pipeline.
THE PROBLEM
Pitch decks need more than prettier slides.
The challenge was to create a system that could understand source material, extract the important facts, strengthen the investor narrative and plan visuals without simply copying the layout of the source document.
THE SYSTEM
Evidence first, rendering last.
- Transcribes source context from uploaded PDFs or text.
- Extracts facts, people, metrics and diligence notes.
- Supports current external market research.
- Synthesizes an internal investment memo.
- Reorders and tightens the investor narrative.
- Plans diagrams, layouts and visual rhythm.
- Renders through curated Svelte slide components.
- Keeps warnings internal in a due-diligence layer rather than contaminating the investor-facing deck.
WHAT THIS DEMONSTRATES
AI product engineering beyond a chatbot.
The project combines document ingestion, structured reasoning, research, internal memo generation, narrative planning, visual orchestration and a production Svelte interface. It shows how multiple AI and software components can be turned into one coherent workflow.