Brightfold Media · AI pipeline

Eleven languages, one pipeline.

Brightfold Media publishes digital magazines across Europe. Every story needed cover art, social variants and localisation by hand. Halo automates the whole creative chain — with editors approving, not producing.

ClientBrightfold Media
IndustryMedia & Publishing
Year2025
Timeline11 weeks
ServicesAI pipeline · Automation
Halo
01 — The challenge

Great stories, stuck in production.

Each article published in eleven languages needed a cover image, five social formats and translated typography — assembled manually by a design team that had become the newsroom's slowest step. Breaking stories regularly went out with placeholder art.

Editorial standards were non-negotiable: AI could assist, but every published asset had to pass an editor.

02 — The solution

Generation on demand, approval by design.

Halo plugs into the CMS. When a story is filed, it generates cover concepts in the magazine's art style, builds every social format with localised, hyphenation-aware typography, and queues the set for one-click editorial approval.

Models were tuned per publication, so each magazine keeps its own visual voice — and editors keep the final word.

What we built

  • CMS-triggered generation of covers and 5 social formats
  • Per-publication fine-tuning preserving each magazine's art style
  • LLM localisation with typographic rules for 11 languages
  • Editorial approval queue with regenerate-and-compare
  • Rights-safe asset sourcing with full provenance logging
03 — The results

Six times the output, same team.

Within a quarter, Brightfold publishes six times more visual variants with the same creative team. Time from filed story to fully-assets-ready dropped by 83 % — and reader engagement on localised covers rose measurably.

11languages
creative output
−83%time per campaign
40kcovers / year
“The AI creative pipeline cut our production time by weeks. We now publish in 11 languages without growing the team. Genuinely transformative.”
Tomas LindqvistCMO · Brightfold Media
04 — Tech stack
PythonFastAPIStable DiffusionLLM localisationRedisReactGCPCloud Run