AI Tools that Power
our Video Production

Three internal AI tools, two production workflows — how R&D powers TheSoul Publishing's content engine.

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Internal Tools
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Workflows
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Hit Prediction
0× Faster
vs Manual AI Workflow
TL;DR
In 30 seconds.
01
Production core: Faber
Universal AI video generator used in both workflows. 3× faster than manual AI production · 10h/video end-to-end · 4-5× faster overnight.
02
Hit Replication
Splica mines top viral Shorts daily and adapts them to a channel. Approved concepts feed Faber.
03
Original Content
Ersa scores in-house scripts against 68 hit parameters (70% accuracy) before they hit Faber.
04
Status
Splica + Faber Ready · Ersa MVP, recs in dev · Soul auto-publish next.

Two pipelines, one engine.

Different starting points. Both converge on Faber → Remotion → Publish.

Pipeline 01
Hit Replication
Find & adapt viral content
YouTube Shorts
top of day
Splica
Human approval
Faber
Remotion
cut Shorts
Publish
Volume amplifier External tool · we use
For high-volume batch cloning we additionally run SlopFlow (3rd-party, by D. Petrov) — drop a competitor channel link, get hundreds of remade videos in hours. Used in R&D for content scale, available via #slopflow-public.
Pipeline 02
Original Content
In-house scripts
Idea / Script
Ersa
Faber
Remotion
Publish

Explore the system map.

Drag any node, scroll to zoom, click filters to isolate a workflow.

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Three tools.

The internal stack behind both pipelines.

Splica

Ready
Hit Replication

Mines top YouTube Shorts daily and adapts viral concepts to a target channel's universe.

24-48htrend window
5analysis vectors
  • ▸Top YouTube Shorts + competitor channels
  • ▸Analyzes script, hook, visuals, title
  • ▸Adapts concept to channel universe

Faber

Ready
Universal core · Both

AI video generation engine. The universal production core across every workflow and team.

10hper video
3×vs manual AI
4-5×night speedup
  • ▸Long-form & Shorts from concept or script
  • ▸Auto-tracks character changes
  • ▸Parallel scene generation + Remotion cut

Ersa

MVP
Original Content

Predicts hit probability before you waste a Faber generation slot.

70%accuracy
68parameters
  • ▸Scores hook, script, visuals, channel history, trends
  • ▸Improves script before Faber
  • ▸Not used in hit replication (already validated)

Tool × Workflow.

Tool Hit Replication Original Content Note
Splica
Find & adapt viral content.
Faber
Universal production core.
Ersa
Hit already validated in replication.
SlopFlow
external
3rd-party tool we use for batch volume.