Research Intelligence Platform | Ragnerock
Research Intelligence Platform | Ragnerock
Core Features Operators, workflows, queries, and notebooksIntegrations AI providers, databases, and cloud storageData Sources SQL, Excel, PDF, HTML, images, and more
Explore Bring new data sources into your data lakeExtract Build document intelligence solutions for your businessMonitor Cost effective monitoring and complianceBuild Build proprietary models and signals
Documentation Guides and API referenceTrust Center Security and complianceSupport Help and contact information
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Data your team can't query doesn't exist.
Ragnerock creates queryable data from any raw source and connects it to your existing infrastructure.
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Where data meets intelligence
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How it works
Apply your analytical methodology at scale
Ragnerock consolidates ad-hoc AI pipelines into a single platform for data mining, analysis, and research.
!Image 2: Ragnerock application interface
Your research methodology, applied to everything. Define exactly what to extract, how to analyze it, and what constitutes a valid output. The system applies that methodology to your data, producing validated results at scale.
Instant answers from data you've already processed. AI extraction runs when data enters the system. Results persist as structured records, queryable with standard SQL or semantic search at millisecond latency. No LLM running at query time. Costs scale with data volume rather than query volume.
Every conclusion is provable. Every output links back to the specific document, page, and passage it came from. Which operator, which model, which prompt version. The audit trail is structural, not reconstructed after the fact. Built for auditable, regulated environments.
Nothing leaves your infrastructure. Outputs flow directly to your data lake. Source documents stay in your cloud storage. Bring your own AI provider keys. Ragnerock adds the structured-data layer; everything else stays where it is.
Deploy intelligence against your data
Extract, structure, and query any data source. Results live in your existing infrastructure.
!Image 3: Ragnerock application
 Deploy intelligence against your data.
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