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06AI marketing

Content Factory

multilingual short-form video pipeline on a schedule

Daily output in every niche and language you want to own, with a person still between it and the audience.

Status
Live
Period
2026
Relationship
In-house venture
Site
Private
Available as
  • Build for you
  • Retainer

The pipeline

  1. 01 ScriptGrounded search writes the script per niche
  2. 02 SourceLicence-verified B-roll cascade, four ranked sources
  3. 03 VoiceMultilingual synthesis across four language regions
  4. 04 RenderComposited with three fallback tiers per stage
  5. 05 PublishDrafts land in the scheduler for review
  6. 06 AttributeLedger splits platform, affiliate and sponsorship rows
  • 42
    active production niches
  • 4
    language regions
  • 4
    licensed B-roll sources, ranked
  • 3
    fallback tiers per render stage

The problem

Organic reach demands daily output in every niche and language you want to own. Hiring for that is untenable, and the naive automation — one model, one voice, one stock library — produces content that platforms deduplicate and viewers ignore.

What we built

  1. 01

    Generated scripts against grounded search for the time-sensitive niches, so daily news, sports and market segments cite the last 24 to 48 hours rather than model memory.

  2. 02

    Sourced B-roll through a licence-verified cascade — stock, Creative Commons video, public archives, public-domain agency footage — with per-niche priority ordering.

  3. 03

    Rendered voice through multilingual synthesis and composited with ffmpeg, with graceful degradation at every stage so a single provider outage never empties the schedule.

  4. 04

    Published into a social scheduler as drafts, keeping a human between the pipeline and the audience.

  5. 05

    Tracked earnings in a ledger separating platform, affiliate and sponsorship rows, so per-niche return is measurable instead of inferred.

Stack

  • Node.js
  • Gemini
  • ElevenLabs
  • ffmpeg
  • n8n
  • Postiz
  • PostgreSQL
  • Railway

Ideal for

Publishers, creators and multi-brand operators who need organic volume across niches and languages that hiring cannot cover.

Disciplines involved

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