ragorav1.0.1

Law firms use Ragora to search across collections of contracts, regulations, and case law to verify compliance and identify risks during mergers or audits. They apply filters by jurisdiction and tags like 'MSA' to retrieve relevant clauses and precedents.

Consultants leverage Ragora to compare data from multiple marketplace collections, such as industry reports and competitor analyses, to generate source-backed summaries for strategic recommendations. They use versioning to track trends over time.

Engineering teams query versioned API documentation collections to troubleshoot issues or integrate systems, using semantic search to find specific code snippets or configuration details. They narrow results with custom tags like 'deprecated'.

Financial institutions employ Ragora to cross-reference internal policy collections with external regulatory updates, ensuring adherence to standards like GDPR or SOX. They filter by region and department to validate procedures.

Researchers use Ragora to discover and synthesize answers from academic paper collections, comparing findings across studies to support hypotheses. They apply iterative queries to build comprehensive, attributed summaries.

Ragora operates a marketplace where third-party sellers offer specialized knowledge bases, charging users credits per retrieval based on pricing tiers. Revenue is generated from transaction fees on credit purchases and top-ups.

Organizations subscribe to premium collections or unlimited access to their own curated knowledge bases, paying recurring fees. This model ensures predictable revenue from enterprise clients and ongoing usage.

Ragora licenses its MCP and REST API to developers and platforms, charging based on usage volume or tiered plans. Revenue comes from API calls, with higher tiers offering advanced features like custom filters.