Knowledge bases that answer
Regulations, standards and product documentation turned into verified, queryable knowledge bases that your people and your AI tools can cite, article by article.
What this is
Regulatory and technical text is the ground truth for whole industries, yet it usually lives in scattered PDFs with no history and no machine access. This offering turns such a corpus into a system of record: every document parsed to structured text, every change tracked over time, everything queryable by people and by AI assistants through a standard interface. An assistant grounded this way cites the actual current text instead of guessing from memory.
The claim is demonstrable rather than described: legalize-bg, our knowledge base of Bulgarian legislation, holds about 3,600 acts with full amendment history and is public on GitHub.
Who it fits
- The same regulatory or standards questions answered again and again by searching PDFs.
- Compliance decisions that depend on what a provision said on a specific date, not only what it says today.
- An AI assistant that must answer from your documentation and cannot be allowed to guess.
- A body of product or certification knowledge that experts hold in their heads and new staff relearn slowly.
What a typical engagement contains
- The corpus brought in from its authoritative sources, whatever the format or encoding.
- Structured, versioned text with the change history preserved, so any past state stays answerable.
- A query interface for AI tools, and a searchable browser for people where one is wanted.
- An update path, so the knowledge base tracks its sources instead of going stale.
Evidence
legalize-bg: A queryable knowledge base of about 3,600 Bulgarian legislative acts with full amendment history, served live to AI tools. Public on GitHub; a free public browser is designed but not yet live.
LEED / EDGE / BREEAM knowledge bases: Verified knowledge bases for three green-building certification standards, every claim cited to primary sources and paywall boundaries recorded honestly, built in four days.
National water-sector digital strategy: An independent, assurance-checked national strategy for digitalizing the urban water sector, grounded in four verified knowledge bases built with the same method.
See one before you book anything
Open legalize-bg, pick any act and walk its amendment history. Then bring your own corpus to a call.