use cases
Ways teams put Frenchie
inside their agent.
Frenchie gives your AI agent three abilities — OCR, transcription, and image generation — delivered through one MCP interface. These pages show how that narrow shape gets real work done. Pick the workflow closest to yours.

document workflows
Document workflows.
Research paper parsing — text, tables, and figures
Frenchie parses PDF research papers into clean Markdown, pulling figures out as separate PNG files so your agent can cite specific content instead of summarizing the whole thing.
Read the workflow →Contract and legal document OCR for agent review
Frenchie parses legal PDFs — scanned or native — into clean Markdown so your agent can flag clauses, extract dates, and diff redlines without you scrubbing formatting by hand.
Read the workflow →Invoice OCR and receipt extraction for bookkeeping agents
Frenchie parses invoices and receipts into structured Markdown so your agent can extract line items, totals, tax, and dates straight into your accounting tool.
Read the workflow →Handwritten notes to searchable Markdown
Frenchie reads handwritten pages — notebook scans, whiteboard photos, meeting jottings — and returns Markdown your agent can search, summarize, and reference.
Read the workflow →audio & video workflows
Audio & video workflows.
Meeting transcription for AI agents
Drop a recording. Get a clean transcript back. Let your agent summarize, extract decisions, or answer follow-ups directly.
Read the workflow →Sales call transcription inside your CRM workflow
Frenchie transcribes sales calls into clean Markdown so your agent can extract next steps, objections, and commitments without relying on your memory or your rep's notes.
Read the workflow →Podcast transcription for show notes, SEO, and accessibility
Drop an episode. Get Markdown your agent can turn into chapter markers, pull-quote cards, SEO-ready show notes, and full accessibility transcripts.
Read the workflow →image generation workflows
Image generation workflows.
Product mockups for AI agents
Describe a product image. Your agent generates it, saves it next to your work, and moves on.
Read the workflow →Blog covers and social images for AI agents
Your agent drafts a blog post, then generates a matching cover image in the same flow. No separate design pass.
Read the workflow →Your workflow isn't here?
If your agent reads files, writes text, or needs images, Frenchie probably fits somewhere in there. Sign up, grab 100 free credits, drop in a real file or prompt from your workflow. Worst case: you spent zero dollars and learned something.