AI Content Factory: The Engine That Posts Daily for You, Forever by Jasper RexfordAI Content Factory: The Engine That Posts Daily for You, Forever by Jasper Rexford
AI Content Factory: The Engine That Posts Daily for You, ForeverJasper Rexford
Cover image for AI Content Factory: The Engine That Posts Daily for You, Forever
Content agencies charge £4-10k/month and lock you into a retainer. AI content tools hand you a janky DIY platform you operate yourself. Neither gives you real leverage.
This service builds you the engine. A custom content factory tuned to your brand voice, your face, your distribution channels. Sits in your stack. You own it. You run it. Take it to a different agency or run it yourself, forever.
The engine produces short-form video, long-form video, and weekly podcasts from a single brand-voice core. RAG over your positioning, voice clone, avatar, automated assembly, multi-platform distribution. Same infrastructure pattern I shipped in Cascade, productionised for your team.

The economics

A typical content agency: £4,000-£8,000 per month, output you do not own, voice they curate.
The factory: one-time £4,497 build, roughly £2 in API spend per finished video, output you fully own.
Break-even versus an agency on month two. Compounding asset from there.

How it runs

**Week 1:** brand voice training. RAG indexing on your content library and positioning docs. Voice clone setup. Visual style design. Channel mapping.
**Week 2:** pipeline build. Claude orchestration to ElevenLabs voice rendering to HeyGen avatar to Remotion compositing to platform-specific posting. End to end, one CLI invocation per finished piece.
**Week 3:** live run. We ship a full week of content through the engine to validate output quality, tune the hook framework against early metrics, then handover.

What you get

The full engine: source code, infrastructure, credentials, all owned by you
Brand voice training: model fine-tuned on your existing content
Voice clone matched to your speaking style
One-click content generation: topic in, posted multi-platform content out
Generation capacity: 30 short-form + 4 long-form + 4 podcasts per week (more if you scale infra)
Roughly £2 in API spend per finished video at current rates
Full documentation, handover training, source of truth in your repo

Optional retainer

After handover, an optional £797/month retainer keeps the engine tuned. New platforms, new hook frameworks, model upgrades, conversion-focused iteration against your channel metrics.

What is not included

Paid ad spend (you choose where to amplify)
Live in-person filming or studio audio capture
Your team's onboarding time learning to operate the engine (count on a few hours total)

Best fit

Founders, brands, and agencies who want a content infrastructure asset they own. If you are currently paying an agency £4k+/month, the factory pays itself off in two months and never bills you again.
Example work
Starting at$4,497
Duration3 weeks
Tags
Claude
ElevenLabs
HeyGen
Remotion
AI Agent Engineer
Automation Engineer
Podcast Editor
Video Producer
Twelve Labs
Service provided by
Jasper Rexford proSunningdale, United Kingdom
AI Content Factory: The Engine That Posts Daily for You, ForeverJasper Rexford
Starting at$4,497
Duration3 weeks
Tags
Claude
ElevenLabs
HeyGen
Remotion
AI Agent Engineer
Automation Engineer
Podcast Editor
Video Producer
Twelve Labs
Cover image for AI Content Factory: The Engine That Posts Daily for You, Forever
Content agencies charge £4-10k/month and lock you into a retainer. AI content tools hand you a janky DIY platform you operate yourself. Neither gives you real leverage.
This service builds you the engine. A custom content factory tuned to your brand voice, your face, your distribution channels. Sits in your stack. You own it. You run it. Take it to a different agency or run it yourself, forever.
The engine produces short-form video, long-form video, and weekly podcasts from a single brand-voice core. RAG over your positioning, voice clone, avatar, automated assembly, multi-platform distribution. Same infrastructure pattern I shipped in Cascade, productionised for your team.

The economics

A typical content agency: £4,000-£8,000 per month, output you do not own, voice they curate.
The factory: one-time £4,497 build, roughly £2 in API spend per finished video, output you fully own.
Break-even versus an agency on month two. Compounding asset from there.

How it runs

**Week 1:** brand voice training. RAG indexing on your content library and positioning docs. Voice clone setup. Visual style design. Channel mapping.
**Week 2:** pipeline build. Claude orchestration to ElevenLabs voice rendering to HeyGen avatar to Remotion compositing to platform-specific posting. End to end, one CLI invocation per finished piece.
**Week 3:** live run. We ship a full week of content through the engine to validate output quality, tune the hook framework against early metrics, then handover.

What you get

The full engine: source code, infrastructure, credentials, all owned by you
Brand voice training: model fine-tuned on your existing content
Voice clone matched to your speaking style
One-click content generation: topic in, posted multi-platform content out
Generation capacity: 30 short-form + 4 long-form + 4 podcasts per week (more if you scale infra)
Roughly £2 in API spend per finished video at current rates
Full documentation, handover training, source of truth in your repo

Optional retainer

After handover, an optional £797/month retainer keeps the engine tuned. New platforms, new hook frameworks, model upgrades, conversion-focused iteration against your channel metrics.

What is not included

Paid ad spend (you choose where to amplify)
Live in-person filming or studio audio capture
Your team's onboarding time learning to operate the engine (count on a few hours total)

Best fit

Founders, brands, and agencies who want a content infrastructure asset they own. If you are currently paying an agency £4k+/month, the factory pays itself off in two months and never bills you again.
Example work
$4,497