Turn unstructured data into time series insights
Upload PDFs, spreadsheets, and docs. Tell the AI what to extract. Get clean time series you can use in minutes.
70%+
Fewer manual hours
5+
Files supported
Built-in
Dashboards
PDF
XLSX
DOCX
CSV
TXT
How it works
Upload
Drag in PDFs, spreadsheets, and docs. Or hit the upload API.
Define output
Provide a prompt and define your output format.
Extract & validate
Run extraction, validate, and view your time series.
What you get
Automated extraction via LLM
Give a prompt and get clean tables - no templates to maintain.
Multi-format ingestion
PDF, XLSX, DOCX, CSV, and TXT with LLM-powered parsing.
Explore & visualize
Turn time series into charts and lightweight dashboards.
Temporal versioning
Reproduce any output as of a past date with model history.
API access (coming soon)
Upload files and fetch structured data programmatically.
Upload once, extract many times
Reuse the same documents to create new measures anytime.
Why this beats traditional ETL
Our platform
- Prompt-based structure and output
- LLM parsing across PDF, XLSX, DOCX, CSV, TXT
- Temporal model versioning
- Validation rules and quarantine
- Full audit trail with override history
- API-first design
Traditional ETL
- Rigid templates and brittle regex
- Manual rework when layouts drift
- Limited or no temporal support
- Validation bolted on, not native
- Audit gaps for overwritten data
- UI-first, automation is secondary