Dhilbar Roshan
← Back
Suade AI

Suade AI

CI / CD for Presentations

RAG PipelineMulti-Agent OrchestrationVision + Embeddings

Suade AI applies CI/CD principles to presentation creation. Connect data sources, define audience destinations, hit Deploy, and the system generates versioned, audience-specific decks automatically. Update your source data, re-deploy, and every downstream presentation regenerates with fresh content.

Pitch Deck

A visual overview of the problem, solution, and market opportunity.

How It Works

The platform has three main interfaces that mirror a CI/CD workflow:

  1. Pipeline Command Center — Connect sources, define destinations, deploy
  2. Blueprint Mode — Build a narrative spine, lock core messages per slide, select proven visual archetypes
  3. Polish Mode — WYSIWYG editing with PPTX/PDF export

1. Pipeline Command Center

Connect data sources on the left, route through the pipeline, deploy to multiple destinations on the right. Each destination can have multiple targets — "staging" vs "production" for your investor deck.

2. Blueprint Mode

Three core functions working together for maximum impact:

1

Narrative Spine — AI structures your presentation as a story spine. Drag to reorder, branch for alternative narratives.

2

Core Message — Identifies the one message per slide, generates 2–3 variations with different emotional targets.

3

Archetype Selection — Recommends top 3 proven layouts from tier-1 investor decks and public company reports.

3. Polish Mode

Full WYSIWYG slide editor — text, shapes, charts, images, themes, transitions, animations. Export as PPTX or PDF.

Technical Architecture

The pipeline uses Google ADK agents orchestrated sequentially and in parallel:

  • Data Sources — File uploads (PDF, PPTX) plus integrations (Notion, Stripe, GitHub)
  • Reducto Parsing — Agentic OCR extracts tables, charts, figures with high fidelity
  • Gemini Analysis — gemini-2.0-flash-thinking for deep semantic slide analysis
  • Embedding Pipeline — gemini-embedding-001 generates multimodal vectors
  • Vertex AI Vector Search — HNSW index with MMR for diverse archetype matching
  • Slide Editor — Custom WYSIWYG editor with native PPTX/PDF export

Tech Stack

FrontendSvelteKit 2.0, TypeScript, Tailwind CSS
BackendPython + Google ADK on Cloud Run, Supabase
Vector DBVertex AI Vector Search with HNSW index
AI ModelsGemini 2.0 Flash, gemini-embedding-001, Reducto
Visit Suade AI →