Infographic production, from an hour to five minutes

Infographic production, from an hour to five minutes

AI • Data visualization

Welltory, 2026

Context

Welltory’s blog relies on data-heavy articles, which often need custom infographics. As the amount of content grew, preparing them manually became a bottleneck.

Result

I turned the visual rules into a Claude Skill that cut infographic production from around an hour to about five minutes — while preserving the underlying data and Welltory’s visual language.

Infographic production, from an hour to five minutes

AI • Data visualization

Welltory, 2026

Context

Welltory’s blog relies on data-heavy articles, which often need custom infographics. As the amount of content grew, preparing them manually became a bottleneck.

Result

I turned the visual rules into a Claude Skill that cut infographic production from around an hour to about five minutes — while preserving the underlying data and Welltory’s visual language.

First, I built the system by hand

Before automating anything, I designed 30+ research charts by hand. That work became the foundation for a consistent Welltory system for hierarchy, color, annotation, typography, and data display.

Making the system repeatable

I translated the decisions I was making manually into explicit rules the Skill could apply consistently.

1 h → 5 min

1 h → 5 min

Creating an infographic now takes minutes instead of around an hour, and anyone on the team can do it using the Skill.

Same data. Different visual language.

The Skill can take an existing chart and rebuild its presentation in Welltory’s visual system without changing the underlying data or meaning.

Source chart

Result

Source chart

Result

Source chart

Result

Source chart

Result

Built for production, not a demo

The system now produces charts used in real Welltory articles — turning raw research visuals into publication-ready infographics in minutes.

30+ charts designed manually
~1 hour → ~5 minutes
Multiple chart types
Usable by the whole team