Synthetic Knowledge Bases — Grounded Corpora for AI

The knowledge your AI stands on — grounded, structured, A++ validated.

On-demand synthetic knowledge bases to power RAG, assistants, search and model training — grounded articles, Q&A pairs, RAG-ready chunks, procedures and ontologies across every domain. Deterministically generated, source-grounded, and benchmark-calibrated. Our production families ship now; anything else we build on demand, to your domain and schema.

Free sample extract + schema.  Email us any knowledge base and we'll send a sample of articles or Q&A pairs plus the schema to evaluate.
1,150+
Knowledge bases in catalogue
260
Available now
A++
Validation graded
RAG
Retrieval-ready output
Why Synthetic Knowledge Bases

Grounded knowledge your assistant can cite — not a scraped pile of text.

RAG and assistants are only as good as the knowledge behind them. Synthetic Knowledge Bases are reconstructive and grounded: structured articles, Q&A and entities built to a domain's real logic, source-linked, and benchmark-scored before they ship — so retrieval is accurate and answers are defensible.

Source-grounded

Every article and answer is linked to grounding, so your assistant can cite rather than hallucinate.

A++ validation gates

Each KB is scored for coverage, consistency and answerability with a 6-seed sweep; only ≥92/100 ships.

RAG-ready by design

Delivered pre-chunked with metadata and optional embeddings — drop straight into your vector store.

Any structure & format

Articles, Q&A, procedures, ontologies or eval sets — as Markdown, JSONL, JSON+embeddings or Parquet.

The catalogue

Every domain, every KB type — available now or generated on demand.

Knowledge bases flagged ✓ Available now are production families that ship from our factory today. Everything else is generated on demand to your domain and schema. Search or filter, then request a free sample extract and the schema. Document counts, formats and grades shown are typical and finalised on production.

Available now — production families
On-demand — every domain

No knowledge bases match. Try a broader keyword, or email us — if it's a domain, we can build the KB.

Scroll the panel to browse. Filter by availability or domain to narrow.
How it works

From enquiry to licensed data, in four steps.

1

Tell us the domain & KB type

Email pradeep@xpertsystems.ai with the domain, the KB type (articles, Q&A, RAG chunks, ontology…), and target scope.

2

Get a sample extract + schema

We send a real sample of articles or Q&A pairs and the schema so your team can validate coverage and grounding before committing.

Free sample per enquiry
3

We generate & validate

On your order we build the full KB with deterministic generation and source-grounding, then run the A++ validation sweep.

4

License & deliver (RAG-ready)

Delivered in your format — pre-chunked with embeddings if you want — at Research ($25K) or Commercial ($75K) tier, with the validation report.

See the knowledge before you license it.

Email us the knowledge base you need and we'll send a sample extract and the schema, free — so you can judge coverage, grounding and RAG-fit for yourself.

Request a sample & schema
pradeep@xpertsystems.ai

Please include the knowledge base(s), target scope/type/format, and license tier. Knowledge bases are generated on demand except where flagged Available now; one complimentary sample extract and schema provided per enquiry.