[ 04 ] Document intelligence
Public reports become structured research assets.
The document layer is a core platform capability, not a side feature. It gives AI workflows a curated, country-risk-specific evidence base.
Processing pipeline
Ingest›
Clean›
Enrich›
Tag · taxonomy›
Chunk›
Embed›
Retrieve
Public-source scrapers
Automated collection of relevant reports, speeches, country assessments, and institutional publications from trusted public sources.
Country risk tagging
A custom taxonomy tags documents by themes, risk factors, countries, institutions, and recurring analytical concepts.
AI-ready processing
Chunking and embeddings prepare documents for search, Q&A, comparison, report drafting, and workbench workflows.
User-uploaded documents enter the same environment for summarization, comparison, table extraction, Q&A, and report drafting.
[ 05 ] Why we built it
Every country project still starts with the same manual work.
Analysts collect reports, check data, refresh charts, compare model outputs, summarize news, and turn it all into a concise view. The workflow is familiar. The problem is that too much of it is still manual.
CountryRisk.io keeps expert judgment at the center while automating the repetitive work around evidence gathering, data retrieval, document processing, and first-draft production. Models support judgment — they are not crystal balls, and they don't replace the analyst.