Content Pipelines

Turn expertise into assets that work around the clock.
We built our own knowledge ingestion and automation stack from the ground up.

The result is a repeatable pipeline that takes raw information (your archives, blogs and video back catalogues, enterprise-grade research, industry sources) and turns it into multiple revenue-ready or productivity-ready formats at once.

What the pipeline does

1. Ingest & Curate 
   • Secure, compliant scraping of public and private sources 
   • Expert-led hierarchy building and fact verification 
   • Clean, structured training data ready for models or publishing
2. Single-Source Publishing
   From one curated dataset we map the knowledge space, trends and news, to automatically generate:
   • A wiki site, mapping the entire knowledge space (public or paywalled)
   • Weekly or daily newsletters
   • Hundreds of on-topic articles, threads, and short-form social posts 
   • Infographics, charts, and simple motion content 
   • Research papers, and white papers
3. Bespoke Small Language Models trained exclusively on that canon

Real examples we deliver for clients:

Independent Creators & Streamers

We ingest thousands of hours of video, every stream, episode, and clip, and within weeks create: 

• A searchable, monetisable private wiki for superfans 
• An always-on SLM that answers questions exactly as you would 
• Fresh social clips and threads scheduled for months ahead 
• New revenue without new recording time

Thought-leadership firms & advisory practices

We track every relevant regulator, journal, court ruling, and market signal in your space, then produce: 

• A branded weekly briefing that positions you as the authority 
• An internal wiki that becomes the single source of truth for your team 
• A library of long-form articles ready for publishing or gating 
• A private SLM that gives every consultant instant access to your latest thinking

Research groups & membership organisations

One curated pipeline keeps members ahead with: 

• Daily digested updates 
• Paywalled collaborative wiki 
• On-demand generative media for campaigns 
• A domain-specific AI assistant that never leaks proprietary insight

One dataset. Many assets. Zero busywork.

If you have expertise worth preserving or scaling, we can build the pipeline that keeps it current, searchable, and profitable.

Contact us to discuss turning your knowledge base into a 24/7 content engine.