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01 / Case Study

01Cowork Document Engine

Brief → strategy → assets → deliverable. On-brand, every time.

Stop asking an LLM to “make me a deck.” Run intent through a pipeline; let the templates handle form.

A multi-stage Claude Cowork pipeline that turns raw requirements into briefs, POVs, decks, and reports, each rendered onto pre-built branded templates so output stays consistent without sacrificing strategic depth.

Problem

Generic AI output kills strategic deliverables.

Senior marketing deliverables (briefs, POVs, decks, executive reports) require strategic thinking, brand consistency, and a defensible point of view. Asking an LLM to “make me a deck” produces whatever it dreams up: off-brand, off-strategy, and impossible to ship to a client.

The real cost isn’t the LLM; it’s the senior strategist’s time spent fixing AI output to make it presentable.

Strategic Approach

Separate intent from form.

Intent is captured upfront (in a brief, in a strategy session) using skills, instructions, and data files that define what we’re trying to accomplish. Form is fixed in advance via pre-built branded templates that live in the same folder structure.

The output isn’t an LLM hallucinating a deck. It’s a pre-strategized payload rendered onto a template. That’s defensible work product.

How It Works

A four-stage pipeline.

Inputs (requirements, source documents) enter Claude Cowork. Stage one builds the brief. Stage two runs a strategy session against the brief. Stage three generates the supporting assets the deliverable needs. Stage four renders everything onto the branded template: deck, POV, brief, or report.

I use this for briefs, POVs, deliverable documents, and decks.

Demo

See it in motion.

Step through the pipeline that turns a set of requirements into a finished, on-brand deliverable.

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Outcomes

What it changed.

  • Deliverables land on a pre-built branded template stored in the same folder structure, so briefs, POVs, reports and decks come out consistent and on-brand by construction rather than by review.
  • Separating intent (the skills, instructions and data files that define what I’m trying to accomplish) from form means every output follows a deliberate brief → strategy → assets → deliverable flow instead of whatever a single prompt dreams up.
  • It carries real work product, not demos: briefs, POVs, deliverable documents and decks.