Presentation automation
PPTX Template Update
Carry analysis into editable, branded client presentations: preserve template design, map chart inputs and shape the explanation around the audience.
Preserve the design while changing the data
Named anchors and explicit mappings connect the data to a presentation template. Comparison and test values make it possible to inspect the resulting deck while preserving its visual structure.
Write for the conversation
A prospect conversation, a retention discussion and an expansion opportunity require different explanations of the same evidence. The recovered reporting work emphasizes meaningful differences and practical implications rather than repeating the values already visible in a chart.
Turn template setup into a product workflow
The onboarding specification explores how analysts could introduce and map another deck template. It extends the product direction while remaining distinct from the implemented migration workflow.
Scope & evidence
The core template-migration workflow is implemented. Recovered reporting work adds audience-specific narratives and a template-onboarding specification; the specification is not proof that every proposed feature shipped.
SourcesChatGPT / GitHub · reporting source · Claude archive · deck development · Abacus archive · template onboarding
- ChatGPT / GitHub · reporting source
- Template mapping and migration implementation.
- Claude archive · deck development
- Presentation iterations and insight-writing decisions.
- Abacus archive · template onboarding
- Version 2 feature design and prospect, retention and expansion reporting context.