Why CorpusAI Exists

Dave Gilligan is an American expat living in Norway. A few years ago, he found himself in a situation that millions of people face but few talk about openly: a family law battle in the Norwegian legal system.

What was supposed to be a process lasted over five years. The legal bills were relentless. At one point, the financial strain became so severe that Dave had no choice but to represent himself in court. This was before ChatGPT existed. Before anyone was talking about AI assistants. He was on his own.

The Norwegian legal system is opaque, expensive, and nearly impossible for an ordinary person to navigate without deep pockets. This wasn't just frustrating — it was a fundamental access-to-justice problem. And Dave was living it.

While studying Innovation & Technology Management for his Masters degree in Systems Engineering, Dave had a realisation that changed everything: the legal system's biggest problem wasn't complexity. It was information asymmetry.

Lawyers had access to legal databases, precedent libraries, and decades of institutional knowledge that ordinary people simply didn't have. They were gatekeepers — not because the information was secret, but because it was scattered, unstructured, and impossible to search effectively.

Court decisions? Public. Laws and regulations? Public. EU directives? Public. All of it was technically available. None of it was practically accessible.

What if you could take all of that public legal information — every court decision, every regulation, every directive — structure it into a searchable corpus, and let AI answer questions grounded in real legal sources? Not hallucinated answers. Not generic summaries. Real answers from real documents.

This mission crystallised into Do Better Norge — a campaign to improve access to justice in Norway, particularly in child and family law.

Dave decided that if the system wouldn't help ordinary people understand the law, he'd build the tool himself. Child and family law became the first CorpusAI corpus — not by accident, but because Dave lived it.

What started as a personal tool for navigating family law became something bigger. Dave realised that the same technology — the same RAG pipeline — that makes Norwegian court decisions searchable could make any organisation's documents intelligent.

Dave's Masters thesis in Innovation & Technology Management became the academic foundation for the product. CorpusAI is the proof that necessity really is the mother of invention.

If Dave could build a corpus for Norwegian family law, anyone with domain expertise could do the same for their field. That realisation changed the product's trajectory.

A construction engineer who knows every TEK17 building regulation could package that knowledge into a searchable corpus. An accounting firm that tracks Norwegian tax law changes could turn their research into a product other firms subscribe to. A healthcare consultant could make clinical guidelines instantly queryable.

That's why CorpusAI is becoming a marketplace. Developers and domain experts can create, publish, and sell their corpora — keeping 80% of subscription revenue. Blue Note handles the infrastructure: vector databases, AI models, billing, and the chat interface.

The KaaP Exchange is now in Early Access, starting with Norwegian family law and expanding to every domain.

Every person deserves access to the information that affects their life.

Legal knowledge shouldn't be locked behind expensive professionals. Medical research shouldn't require a university subscription. Company policies shouldn't be buried in folders nobody reads.

CorpusAI is built to democratise document intelligence — starting with law, expanding to every industry through the marketplace. Upload your documents. Build your corpus. Share your expertise. Get answers grounded in real sources.

That's it. That's the mission.