Event intelligence · AI-ready OSINT and satellite GEOINT
Source-linked event intelligence for humans and AI.
Turn news reporting and open data into structured, geolocated events. Each one carries the reports behind it, a location only as precise as the reporting allows, and whether it could be seen from orbit. Follow developments and explore the satellite observations available—in the web app, over the REST API, or from your AI agent through MCP.
Seeing the event is easy. Knowing what you can prove—and what evidence is still missing—is the product.
Source-linked · Geolocated · Uncertainty-aware · AI-ready
12 October 2026 on the Watchfloor — 1,144 events worldwide
Kinetic · Erie
Erie Gunman Kills Eight, Including Two Children and Pregnant Woman
Kinetic · Erie
Fatal shooting in Erie, Pennsylvania
Armed Conflict · Pakistan
Balochistan death toll triples as over 1,400 killed
Aviation · Tver region
Wagner leader Prigozhin killed in plane crash in Russia
Maritime · Kariba
Kariba Ferry Disaster
On every event
Raw feeds place an event at country level, or at the city it was reported from. Delta resolves precise coordinates only as far as the reporting names the place, and drops a location that contradicts the reported country. Each event says how far it got: country, town, or the named facility. How events are located
Every event keeps its original sources and how many separate outlets carried it, and is updated as new reports arrive. The number of outlets shows how widely it is reported; it is not presented as confirmation.
Each event says whether what was reported could be seen by a satellite, and why not when it could not. Some events come from a measurement — a heat source, ship counts, a seismic record — and say only what was recorded. Measured events
Trust & transparency
Intelligence is only useful when you can examine where it came from, how it was processed, and what remains uncertain.
Events link back to the reporting they came from. How sources are used, credited and attributed is written down. Sources and attribution
How source material is collected, how long it is kept, and what of it is shown are published as a policy you can read. Source & Content Policy
Where a location stops being precise, where reports conflict, and what a satellite could not show are recorded and stated, not smoothed over. Known limitations
Most of what happens cannot be settled from orbit — the place is too vague, or nothing physical changed. The product records which of those it is, per event, and says so.
Of the 3,015 events read in the last 72 hours, each one that cannot be looked at from orbit carries where it stopped — the location, or whether it would be visible from orbit — and why. These are the most common reasons, counted just now:
The same discipline runs through the Agent: see the full run where it refused to assess an event that never happened — factual claims carry their sources, and each brief reports its own citation coverage.
These documents describe how the product works; they are not a guarantee that any single report is true. The output is decision support, not confirmed intelligence. Read Source & Content Policy, Methodology and Trust & Security.
Pipeline activity — last 24 hours, as of 20:31 UTC
Articles are screened, and reports of the same event are folded into one source-linked event.
Discover · assess · observe · monitor · report
Every surface answers the next question in the same loop — in the web app, over the API, or from your agent.
1 · DISCOVER
What happened?
Delta Watchfloor
Today's prioritized picture of global risk
Open the Watchfloor2 · ASSESS
Why does it matter?
Delta Agent
An AI analyst that explains the risk
Ask Delta Agent3 · OBSERVE
What can satellites see?
Delta Map
See the event area for yourself — no GIS software
Open the Map4 · MONITOR
Is it still changing?
Delta Watchlist
Keep watch on what matters
Add to Watchlist5 · REPORT
Where does it go next?
Delta Reports
A daily risk assessment you can share
Read the ReportOne signal layer underneath. World events (conflict, security, disasters, infrastructure) drawn from news worldwide and official hazard feeds, AI-enriched and refreshed every few minutes. The same signals feed the Watchfloor, the Agent and the daily report, and the Agent's findings open on the Map.
Developers & AI agents
Bring source-linked, geolocated events into dashboards, analytical pipelines, and AI agents through a REST API and an MCP server — the same intelligence the Watchfloor shows. Included on every plan; calls are metered in tokens (pricing).
import requests
headers = {"Authorization": "Bearer ond_YOUR_API_KEY"}
params = {}
resp = requests.get("https://offnadir-delta.com/api/v1/signals/86c7e6aa-117d-416f-85f7-75a1067c322d", headers=headers, params=params)
resp.raise_for_status()
print(resp.json())curl "https://offnadir-delta.com/api/v1/signals/86c7e6aa-117d-416f-85f7-75a1067c322d" \
-H "Authorization: Bearer ond_YOUR_API_KEY"# Connect once — any MCP client (Claude Code shown):
claude mcp add --transport http off-nadir-delta \
https://offnadir-delta.com/api/v1/mcp \
--header "Authorization: Bearer ond_..."
# Then your agent calls the same intelligence as tools:
query_signals {"recency": "24h", "limit": 5}{
"id": "86c7e6aa-117d-416f-85f7-75a1067c322d",
"occurred_at": "2026-09-23T00:00:00+00:00",
"category": "kinetic",
"title": "Kumul 23 police unit destroys houses and kills eight in Porgera",
"location": "Porgera Gold Mine",
"country_code": "PG",
"lat": -5.4641,
"lng": 143.0922,
"plottable": true,
"stage": "pinpointed",
"stage_reason": "named_facility_unresolved",
"severity_score": 8.3,
"geoint_score": 9,
"escalation_trend": "new",
"collection": {
"level": "GSD<1m",
"sensor": "vhr-optical",
"analysis": "damage-assessment",
"niirs": "NIIRS 5",
"target": "the damaged structure at Porgera Gold Mine",
"reason": "the damaged structure at Porgera Gold Mine; vhr-optical + damage-assessment to assess the extent of the damage.",
"aoi": null,
"gap": null,
"observability": 2.22,
"observable": true,
"observable_reason": "visible_at_observability_2"
},
"reporting": {
"member_count": 3,
"distinct_hosts": 2,
"distinct_texts": 1,
"source_reliability_best": "B",
"credibility_best": 2,
"graded_members": 3
}
}51 REST operations and 22 MCP tools available right now — counted from the live registry when this page rendered.
Satellite observations
Delta works with open satellite data: Sentinel-1 radar, Sentinel-2 optical, VIIRS nighttime lights and NISAR L-band radar (provisional calibration). It covers the globe on a regular schedule at roughly ten-metre detail. It is not high-resolution commercial imagery.
Every event states whether what was reported could be seen from orbit, and why not when it could not. That is a judgement made from the reporting. No image has been looked at to make it.
On the Map you open the scenes over the place and compare dates: radar through cloud and at night, optical in clear daylight. Sentinel-1 and Sentinel-2 are on the free plan; nighttime lights and NISAR are on paid plans.
An image can show that something changed on the ground. It does not show who did it or why, and seeing no change does not show that nothing happened.
Use cases
Geolocated world events, AI intelligence briefs, daily reports, and satellite follow-up for risk, supply-chain, and insurance teams.
How it worksSAR ship detection, port and chokepoint monitoring, and maritime and security situational awareness with Sentinel-1 radar.
How it worksFlood mapping through cloud with SAR, live active-fire tracking, and before/after comparison of wide-area impact.
How it worksA REST API for event signals, briefs, and assessments — plus an MCP server that gives AI agents world-event awareness.
How it worksStart free — no credit card required. Usage is metered in tokens, so you pay only for the imagery and analysis you actually run. For teams, one shared token pool covers everyone on a single bill.
Explore & prototype free · monitor continuously · build & use commercially · operate as a team — the API & MCP server are included on every plan.
Live tools for checking an area yourself, right in your browser — no account needed — plus step-by-step guides for going deeper
Interactive NASA FIRMS map — view wildfire hotspots right on the page, dates back to 2000
Open toolDrop a .tif and view it instantly — parsed 100% in your browser, never uploaded
Open toolBrowse live global NDVI on the page, then calculate 10m Sentinel-2 NDVI for your fields
Open toolDraw any area and track how it changes over time — no GIS, no code
Read guideCompare satellite images before and after any event
Read guideLearn to detect and map floods using radar imagery
Read guideIdentify vessels in SAR imagery for maritime monitoring
Read guideVIIRS Black Marble imagery for urban growth and power-outage analysis
Read guideHow to read geographic risk from satellite data — practical guides to SAR, spectral indices, change detection, and monitoring
Latest
Which public scales define how severe a single event is, which kinds of events have no public scale at all, and how Off-Nadir Delta's Delta Impact Scale assigns a level from them.
Four kinds of event built from instruments and official records instead of news: a city's night lights, sulfur dioxide over a volcano, an earthquake near a facility, and a cyclone's forecast wind field. What each records, and what it leaves open.
A transit anomaly is a count of ships through a strait or canal that has left that place's own usual level. How transits are counted from AIS, what moves the count besides a disruption, and how to read it without guessing a cause.
Start here
Learn how to access and analyze Sentinel-1 SAR radar data in your browser. This step-by-step guide covers the basics of SAR imagery, how to search for data, and interpret your first radar image.
Not all change detection methods are equal. This post compares image differencing, NDVI time-series, and SAR coherence-based approaches with real-world guidance on when to use each one.
Area monitoring with satellite time series lets you automatically track changes in any region over weeks, months, or years. Learn how to set up a monitoring zone, choose the right index, and interpret results using Sentinel-1, Sentinel-2, and VIIRS data.
What to know before you sign up.
Start on the Watchfloor to see where activity is concentrated today — geolocated events (conflict, security, disasters, infrastructure), continuously refreshed, each with a severity score (ranked by imaging value on plans that include it). Then ask Delta Agent why a given event matters; it reasons over the live signals with real intelligence tradecraft and returns a sourced brief that recommends which satellite sensor and area to image — Sentinel-1 SAR for cloud, night, or vessel detection, Sentinel-2 optical for a visual look. Open the recommended scene on the Map to look closer. This "tip-and-cue" workflow takes you from the day's events to the right satellite image without switching tools.
Jump back in — your Watchfloor, Delta Agent, the Map, and today's report are one click away.