AI document workflow

AI Pitch Deck Generator

I built an AI pipeline that parses founder input, enriches it with research, generates a narrative, evaluates and revises it, then renders editable business documents.

FocusAI document workflow
My scopeAI pipeline engineering · Research · Document generation
01 / Context

The system behind the interface.

Founder input can be incomplete and unstructured. A useful document-generation workflow needs to connect that input with research, a coherent narrative and an output the recipient can edit.

02 / Decisions

Architecture choices that shaped the product.

Separate the stages of generation

Parsing, research, narrative, evaluation and rendering have explicit responsibilities in the pipeline.

Deliver editable output

PowerPoint rendering produces business artifacts that can be reviewed and modified after generation.

03 / Evidence

What I developed.

  • Parse, enrich, narrate, evaluate, revise and render pipeline
  • Evaluation and revision stage
  • Editable PowerPoint output with visuals, charts and adaptive layout
  • One-pager, scoring report and intermediate JSON outputs
PythonAnthropicTavilypython-pptxStructured JSON
04 / Outcome

The resulting system.

An AI document workflow producing editable presentations and supporting artifacts from founder input and research.

05 / Your project

Relevant to your project.

AI research workflows, document automation, evaluation pipelines and editable business outputs.

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Have a system like this to build?

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