Reporting

Search and organize large document collections for reporting

Best for: Finding names, passages and patterns inside a permitted corpus of reports, scans or recordings.

Query structured research files locally with SQL

Best for: Analyzing large CSV or Parquet collections without first deploying a database server.

Search, annotate and publish source documents

Best for: Document-led reporting that needs public document discovery, passages readers can inspect and an organized publication surface.

Extract tables from text-based PDF documents

Best for: Moving procurement, finance or registry tables from a selectable-text PDF into a spreadsheet for verification.

Explore and publish searchable SQLite datasets

Best for: Sharing structured investigation records with reproducible queries and a browsable evidence interface.

Explore and visualize networks of documented relationships

Best for: Examining ownership, co-appearance or hyperlink networks after entities and edges have been checked.

Organize sources, citations and research collections

Best for: Maintaining a reusable bibliography and source library across a long investigation or editorial series.

Local Markdown notes for connected research

Best for: Building a case notebook with source-linked claims, timelines, entities and unresolved questions.

Manual transcription with linked audio timestamps

Best for: Careful transcription of an interview, public recording or short evidential clip.