Kscope

Kaleidoscope (kscope.io) — Structured, source-verified extractions from Canadian securities filings: 758 NI 43-101 technical reports (2020-2026) yielding per-project records with NPV, IRR, ore tonnage, grades, commodity, jurisdiction and development stage (~190 with verified economics), plus a 46-million-sentence bilingual English/French corpus of the broader SEDAR record (2021-2026) with an event-classified material-change timeline, every figure traced to its SEDAR accession number. Deep-narrow: the only product surfacing verified NI 43-101 economics for the Canadian market at this fidelity …

Kscope offers (Alternative, Fundamental, Sentiment, Reference) — 46M bilingual sentences of indexed SEDAR corpus, 758 NI 43-101 technical reports, ~190 verified economic studies, 90 commodities, 758 screenable projects.

High-precision retrieval-augmented generation over technical mining reports with citation guarantees; ground-truth supervision for document-extraction models that pull financial and geological fields from long unstructured filings (verified extractions paired with accession-linked sentences form a ready labelled set); bilingual English/French document-understanding benchmarks; mining project valuation and discovery-economics models; event-classification models trained on the material-change taxonomy; hallucination-evaluation harnesses for finance models

The data is with 6 years of history.

Coverage spans Other, US; Financial Exchanges & Data, Diversified Metals & Mining; alternative, fundamental, sentiment, reference; equities, derivatives.