Data sources
The live and open-tier feeds insigz fuses today, and how to connect your own.
How insigz handles sources
Every source — a public API, a file you upload, or a commercial feed — is normalized into one signed, queryable canonical model:
SOURCE -> OBSERVATION / DOCUMENT -> ENTITY -> EVENTGeospatial and structured feeds become observations (a fact at a place and time, resolved to an entity and cryptographically signed). Text feeds become documents in a retrieval corpus. Both are immediately queryable by the grounded AI — there is no per-source AI configuration: if the data is in the model, the analyst can ask about it and every answer cites it.
A source appears in your workspace as soon as it produces its first records.
Connected today
insigz ships with these open-tier connectors live out of the box:
| Domain | Source | What it provides |
|---|---|---|
| Maritime | Live AIS | Vessel positions — track, speed, heading, nav-status — resolved to vessels by MMSI/IMO |
| Aviation | Live flight tracking + airport reference | Aircraft positions (including unfiltered/military) and airfield geography |
| Sanctions & compliance | OFAC, UK, and consolidated EU/UK/CH/OFAC/UN | Multi-jurisdiction designations on people, companies and vessels |
| Energy | Grid generation and day-ahead prices | Generation mix plus market prices across EU, Nordic and Baltic zones |
| Weather | Geolocated weather observations | Environmental context for operations |
| News | Global open-source news | Indexed and geo-located event monitoring |
| Hazards | Earthquakes and global disaster alerts | Real-time seismicity and severity-graded disaster events |
| Infrastructure | Critical-infrastructure geography | Ports, substations, power plants, pipelines and airfields |
| Research & literature | Biomedical literature and outbreak reporting | Papers, preprints and public-health reports indexed into the analyst's evidence corpus |
Available on connection
Further connectors are built in and activate once their (free) provider account is supplied for your tenant — for example investigative document corpora (OCCRP Aleph). Additional commercial and specialist feeds can be added per engagement.
Bring your own
- Upload a CSV or JSON and map its columns to the canonical model — it flows through the same normalize → resolve → sign → detect pipeline and lands on the map and across every surface.
- Onboard a feed conversationally: the Ontology Agent maps a new source's fields to canonical entity and observation types, reusing existing types over inventing new ones.
- Commercial feeds — premium AIS and vessel intelligence, PEP and adverse-media screening, corporate ownership graphs, and satellite imagery — can be connected per engagement; they normalize into the same model as everything else.
Whatever the source, the result is one model: signed, bitemporal, access-controlled, and AI-groundable.