Pruna AI
Description: Building AI for Model Compression
Investors: EQT Ventures
Reference Link to Deck: https://www.businessinsider.com/pruna-ai-models-compress-funding-pitch-deck-2024-11
Stage: Seed
Part 1: Slide Transcriptions
Slide 1 — Cover
Pruna AI
Logo: purple fruit character with leaf on top
“The AI Optimization Engine”
“cheaper, faster, smaller & greener AI”
Slide 2 — The AI race is moving too fast
Icons with text underneath:
Slide 3 — Cost of AI
Headline: “Cost of AI is prohibitive”
Graphic: large dollar sign
Supporting text:
Slide 4 — Why this matters
“Companies are under pressure”
Bullet icons with captions:
Slide 5 — The opportunity
“AI optimization is essential”
Supporting text:
Slide 6 — Our solution
Graphic: optimization arrows
Text:
“Pruna AI: an optimization engine for AI workloads”
Benefits listed:
Slide 7 — How it works
Process flow diagram with stages:
Slide 8 — Results
Charts showing:
Text: “Dramatic reduction in compute and training cost”
Slide 9 — Market size
Headline: “A massive market opportunity”
Text:
Slide 10 — Traction
Logos and metrics:
Slide 11 — Team
Photos/headshots with names/titles:
Slide 12 — Closing / Call to action
“Pruna AI”
“The AI Optimization Engine”
“Cheaper, faster, smaller & greener AI”
Logo repeated
Part 2: Design & Framing Walkthrough
Slide 1 — Cover
The dark background with the cheerful purple mascot makes the brand approachable while presenting a technical solution. The tagline (“cheaper, faster, smaller & greener”) instantly communicates differentiation.
Slide 2 — Problem (AI race too fast)
Four simple icons make the complexity digestible. This is framed as chaos — too many models, lack of talent, and confusion — a setup for why optimization matters.
Slide 3 — Cost of AI
Visually stark (large dollar sign), underscoring urgency. The narrative is that AI’s expense is the gatekeeper, restricting access. The design is minimal to hammer home cost pain.
Slide 4 — Why this matters
This connects macro challenges to company pain points (shrinking timelines, exploding compute). Each is icon-driven, so the slide feels lightweight while carrying heavy implications.
Slide 5 — The opportunity
Hopeful pivot — emphasizing accessibility and efficiency. Uses green energy and cost reduction framing to signal both economic and ESG value.
Slide 6 — Solution overview
The payoff slide: Pruna as “the optimization engine.” The repetition of the four adjectives (cheaper, faster, smaller, greener) reinforces the brand hook.
Slide 7 — How it works
Process flow simplifies a technical backend into a clear “before/after.” The imagery focuses on clarity, not technical jargon — accessible even to non-technical investors.
Slide 8 — Results
Data visualization (charts, % savings) legitimizes the solution. Proof-oriented framing demonstrates that this isn’t just theoretical.
Slide 9 — Market size
Classic TAM framing. The $300B+ market stat provides the scale story. Design is bold, aspirational, aimed at getting investors to see this as a must-solve bottleneck.
Slide 10 — Traction
Logos and early numbers signal social proof. Even modest pilots are framed as validating steps. Metrics (5x cheaper, 3x faster) tie directly back to the solution promise.
Slide 11 — Team
Human credibility slide. Visuals of founders/advisors highlight relevant expertise. Meant to reduce perceived execution risk.
Slide 12 — Closing
Returns to the mascot + tagline. Symmetry with Slide 1 reinforces memorability. Leaves investors with the brand identity clearly in mind.