Jake Diego.
Case study

One recording in, four branded documents out

A monthly release used to mean re-writing the same walkthrough four different ways by hand: a detailed guide, a click-through version, a role matrix, and a poster. Now it means recording the walkthrough once.

What problem does this pipeline solve?

Every release needed the same information rebuilt four times in four formats, and every rebuild was a fresh chance to drift from what was actually said in the walkthrough.

A recorded walkthrough is the one place the "why" behind a change actually gets explained out loud, but that explanation used to die in the recording. Turning it into documentation meant someone re-watching the video and manually writing a detailed guide, then a separate interactive version, then a role-assignment reference, then a printable summary, each one a fresh chance for a detail to get dropped or a step to drift from what was actually said.

What does the pipeline produce?

One recording, transcribed and worked once, branches into four deliverables that all trace back to the same source material.

Monthly walkthrough
1 recording · ~12 min
source
Detailed guide
Full detail
PDF · every step plus the why, screenshots inline
Interactive guide
Step-by-step
HTML · click-through checklist, progress saved
Reassign-strategies guide
Role matrix
HTML · role matrix, who does what when accounts move
Poster
1 pg
PDF · single-page wall reference, print-ready

Because all four trace back to the same transcript, they can't drift from each other the way four independently hand-written documents eventually do.

What results has it produced?

4 deliverables generated per release from a single recording
1 source transcript worked once, instead of four separate rewrites
0 drift between formats, since every deliverable traces back to the same transcript

Tech approach

Built in Python: a transcript-extraction stage pulls the spoken walkthrough and its screen content out of the recording, then a templated document-generation stage renders that same source material into each of the four output formats. Every deliverable ships from one pipeline run, not four separate manual passes.

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