Quick Start
Get up and running with Soria in minutes
MCP Integration
Connect Claude Code or any AI assistant to Soria
Data Pipeline
Ingest, extract, and warehouse healthcare data
Dashboards
Build and explore data visualizations
How Soria works
1
Connect a data source
Define a scraper that discovers and downloads files from a public URL — PDFs, Excel files, or CSVs. Soria handles scheduling, deduplication, and storage automatically.
2
Run the extraction pipeline
Soria’s AI pipeline detects relevant pages, extracts tabular data into structured CSVs, validates accuracy, and normalizes values to canonical forms.
3
Build warehouse models
Raw files land in bronze warehouse tables. Write SQL models to clean (silver), join (gold), and aggregate (platinum) your data into dashboard-ready views.
4
Explore and share
Browse dashboards in the web UI, query data through the MCP tools in your AI assistant, or search across all datasets and news events in one place.
Key capabilities
AI-Powered Extraction
Gemini-powered detection and extraction handles PDFs, Excel, and CSVs without manual template authoring
Workspaces
Isolate data changes in workspace branches before promoting to production
News Intelligence
Automated pipeline fetches, scores, clusters, and summarizes healthcare news daily
Search
Full-text search across all dashboards and news stories with synonym support