Case Study Agent
For design, product & tech portfolios

Turn scattered project notes into one credible case study

Upload notes, decks and screenshots. The agent organizes your evidence, drafts the story, then reviews it like a hiring panel.

Scattered research notes, screenshots and metrics flowing through the agent into one finished case study document

One agent, four disciplined stages

Every generation runs the same fixed pipeline over a shared project state. Open a stage to see what it actually produces.

Parses your notes, decks, screenshots and links, then decomposes them into sourced, ID-tracked claims.

sources.mdclaims.mdassets.mdtimeline.md

Hands sorting scattered sticky notes, screenshots and photos on a desk before any document exists

Three things you walk away with

Every run produces the same set of deliverables, rendered from validated JSON, not left to the model to lay out freely.

A document preview with a heading and paragraph placeholder lines

Case study draft

A publish-ready Markdown document, structured section by section from your chosen narrative.

A short summary card with a word-count badge and a few placeholder lines

Screening summary

A fixed-length TL;DR covering your role, the problem, approach and outcome.

A syntax-highlighted JSON code block

Agent-readable JSON

Sections, claims and asset alt text with IDs intact, so other agents can consume it without reparsing prose.

Ask for changes, see them applied

Once your draft is ready, ask for a change on any section. The agent applies it and shows which claims it used.

A chat window showing a user asking to shorten a line, and the agent's reply citing two claims

Reviewed like a hiring panel, not a single grader

Four lenses score the same draft in parallel, alongside checks that run in code: readability, alt-text coverage, heading structure.

4/5

Technical / SEO

Structure, clarity, scannability, heading hierarchy, alt text.

4/5

Design Head

Process depth, craft, decision rationale, visual storytelling.

3/5

Product Manager

Problem framing, trade-offs, metrics, business impact.

5/5

HR / Recruiter

Role clarity, skimmability, red flags, fit for target roles.

Choose to apply fixes and the Reviewer re-checks the draft, capped at two rounds.

Bring your messiest project folder

The pipeline handles the organizing. You keep the final say at every gate.