# RegalFire custom/private extension

Client-specific reference schemas, proprietary document integration, DOI resolution as a separate checked stage, continuous licensed ingestion.

Ideal buyer: Citation/provenance tooling and scientific RAG engineers.

Pilot inputs: licensed client/source material, schema, target application/model, evaluation protocol and definition of success. Deliverables can include documented ingestion, deterministic QA checks, curated schemas, domain-specific cases and private holdout suites.

Private evaluations require private source material; public forum cases do not become confidential by repackaging. Expert judgement labels, citation correctness and executable code oracles require explicit client inputs and separate validation. Continuous ingestion depends on API terms/quota and change/deletion policy.

No clients, revenue, production deployments or market prices are asserted.

Contact: ootiris@gmail.com
Hugging Face: RegalFire