Monitoring The Situation

April 21, 2026 · View on GitHub

A curated index of open-source projects for building command-center style news monitoring dashboards — the kind you'd see in a government watch-floor, newsroom video wall, or crisis ops center tracking breaking events rather than server metrics.

Last Updated: April 2026

Scope

The focus is narrow on purpose. Most "dashboard" repos on GitHub are either server/metrics dashboards (Grafana, APM) or homelab tile-boards showing weather + service status. This index excludes those and instead collects projects useful for building dashboards that fuse newswires, social chatter, RSS/Atom, OSINT, and geopolitical event data into a single situational picture.

In scope:

  • Situational-awareness / geopolitical monitoring dashboards (frontend)
  • News grids and composite feed dashboards (tiled RSS + IPTV + social)
  • Information-fusion / OSINT / threat-intel platforms (backend)
  • RSS / feed aggregation backends, bridging, and deduplication
  • AI analysis layers for news clustering, entity extraction, and summarisation
  • Dashboard frameworks and UI primitives genuinely suited to news video walls
  • Digital-signage CMSes and kiosk/remote-management tooling
  • Push / notification plumbing

Out of scope:

  • Generic metrics / APM / infra dashboards (Grafana, Prometheus, Kibana)
  • Homelab / server-status / service-launcher tile boards (Dashy, Homer, Homepage, Flame, Organizr, MagicMirror)
  • Broad geospatial libraries without a news/event angle
  • Exhaustive data-source catalogues — this isn't an OSINT link farm

Table of Contents

Frontend / Display Layer

Backend / Fusion Layer

Display Infrastructure

Commercial / SaaS Reference Stack

Frontend / Display Layer

Situational Awareness & Geopol Dashboards

Projects whose primary purpose is visualising a situation — typically combining news, events, and map views for ops-center / video-wall consumption.

blossom-terminal

Terminal-style situational-awareness / intel display.

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deepscope

Deep situational-awareness scope / monitoring tool.

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globalpulse

Global-pulse dashboard for world news and events.

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Iran Conflict Dashboard

Targeted conflict dashboard — useful as a pattern for scoped, event-specific geopol dashboards.

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missile-dashboard

Specialised conflict / missile-event monitoring dashboard.

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Neuberg

Situational-awareness / geopolitical monitoring project.

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NexaView

Multi-panel situational-awareness view.

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perception-with-intent

Intent-oriented perception / situational-awareness dashboard.

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radar

Geopolitical radar / situation dashboard.

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sigint

SIGINT-style situational-awareness dashboard.

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situation-monitor (gabob23)

Situation-monitor variant — worth comparing side-by-side with the other forks in this section.

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situation-monitor (hipcityreg)

Live situation monitor aggregating news and events for at-a-glance awareness.

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situation-monitor (nikankad)

Alternate situation-monitor implementation.

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situational-awareness-dashboard

Geopolitical situational-awareness dashboard combining news, events, and map views.

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Sovereign Watch

Sovereign / geopolitical watch dashboard.

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worldmonitor

World-events monitoring dashboard with news and map layers.

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worldview

Global news / world-view dashboard aggregating geopolitical signals.

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Hosted Live Situational Dashboards

Free / open-access live dashboards already running in production — not GitHub repos but worth indexing here as reference implementations of the "what a watch-floor tile actually looks like" archetype. Many are OSINT-positioned, aggregate public feeds (news, flight/AIS, prediction markets, sentiment), and refresh on short intervals. Useful as design references and as live tiles to embed in your own wall.

SitDeck

Broad OSINT situational-awareness dashboard — 180+ data feeds and 55+ widgets spanning conflicts, earthquakes, and markets. Freemium with AI-analyst tiers.

View Site

MediaThrive WatchTower

Real-time global news-intelligence dashboard pitched at newsrooms — breaking news, conflicts, markets, and cyber threats in one view.

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World Monitor

Multilingual OSINT dashboard fusing news, markets, military / flight / AIS tracking, infrastructure, and geopolitical data. BYOK AI; Pro tier on waitlist.

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Iran Monitor (iranmonitor.org)

Iran-focused OSINT dashboard — news sentiment, X/Twitter feeds, flight radar, prediction markets, internet-connectivity metrics.

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StrikeRadar

Single-purpose risk gauge estimating US-strike-on-Iran probability from news, aviation, tankers, Polymarket, and the Pentagon Pizza Meter. 30-min refresh — a clean example of a one-question dashboard.

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US-Iran Live

Iran–US conflict news-aggregation dashboard with live map; tracks sanctions, nuclear, and military developments. ~3-minute refresh.

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IranWarRoom

Iran-conflict intelligence dashboard with vessel/aircraft tracking, defense-stock data, news feeds, and AI threat analysis. Multilingual, ad-supported.

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MissileStrikes

US–Israel–Iran missile-conflict dashboard — 17 tabs covering strike map, interceptor burn rates, arsenals, cost ratios, and supply-chain analytics.

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Iran Monitor (iranmonitor.online)

Independent Iran OSINT dashboard built on Base44 — news sentiment, X feeds, flight radar, prediction markets, internet connectivity.

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News Grids & Composite Feed Dashboards

Tileable news-grid UIs and composite feed readers — the video-wall archetype.

Global News Intel Platform

News-intel dashboard combining feeds with analysis layers.

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news-alert

News-alerting dashboard with a push/notification angle.

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news-dash

News dashboard with tiled feeds.

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NewsAI

AI-augmented news aggregation dashboard.

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newsdash

Tileable news dashboard — drag-and-drop grid of RSS feeds, designed for kiosk-style viewing. One of the clearest examples of the video-wall archetype.

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Dashboard Frameworks for Custom Builds

Low-code and Python/JS frameworks useful when you're building a bespoke command-center UI rather than forking an existing project. General-purpose admin-panel frameworks have been deliberately trimmed — only the ones that map well onto event/feed-driven UIs are listed.

Appsmith

Low-code internal-tools builder — widgets, data sources, custom dashboards.

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H2O Wave

Realtime Python web-app framework — event-driven, well-suited to live news panels.

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ILLA Builder

Low-code dashboard/app builder — Retool alternative.

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Plotly Dash

Python framework for analytical web apps — strong for custom data panels alongside news tiles.

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Refine

React meta-framework for admin panels and internal tools — flexible enough for custom command-center UIs.

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ToolJet

Open-source low-code platform for building internal dashboards.

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Vizro

McKinsey's low-code Plotly framework for production dashboards.

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UI Kits & Layout Primitives

Component libraries and layout engines that directly solve the video-wall / tile-grid problem.

Blueprint

Palantir's React UI toolkit — purpose-built for data-dense, complex interfaces.

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gridstack.js

Drag-and-drop responsive grid layout — the canonical JS primitive for tileable dashboards.

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Tabler

Clean, modern open-source dashboard UI kit — useful as a scaffold.

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Backend / Fusion Layer

Threat Intel & Information-Fusion Platforms

Heavyweight platforms where the UI is part of the product — ingest structured and unstructured intel from many connectors and present it as a queryable picture.

MediaCloud

Open-source platform for studying media ecosystems at scale — news ingestion, topic detection, source analysis. The most serious OSS project for media-monitoring backends.

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OpenCTI

Open-source Cyber Threat Intelligence platform — graph-based entity/event model with a rich web UI. Widely used as a backbone for intel fusion.

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OpenCTI Connectors

Official connector library for OpenCTI — the ingestion side that feeds the dashboard.

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SpiderFoot

OSINT automation platform — 200+ modules for footprinting, threat intel, and surface monitoring.

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Crisis & Citizen-Report Platforms

Purpose-built for fusing citizen reports, SMS, and newswires during crises — the doctrinal ancestors of modern news-monitoring dashboards.

Sahana Eden

Humanitarian / disaster management platform with incident tracking, resource mapping, and situation reporting.

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Ushahidi Platform

The canonical crisis-mapping platform — fuses citizen reports, social posts, and news onto a map. Used across election monitoring and disaster response.

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RSS / Feed Aggregation Backends

Self-hostable feed servers — the plumbing beneath any news wall. Pick one as the canonical feed store, then render tiles against its API.

CommaFeed

Self-hostable Google Reader-style aggregator (Java).

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Folo

Next-generation feed reader and aggregator — modern UI, strong RSS/Atom core, useful as a base for feed-heavy apps.

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FreshRSS

Self-hosted RSS feed aggregator with a mature API — a common backend for custom feed UIs.

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Miniflux

Minimalist, performant self-hosted feed reader (Go) — clean API, good fit as a headless feed backend behind a custom wall.

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Selfoss

Multi-source aggregator — RSS, Twitter, and custom plugins merged into a unified stream.

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Stringer

Anti-social, self-hosted RSS reader — simple Rails backend.

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yarr

Lightweight single-binary feed aggregator with a JSON API.

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Feed Synthesis & Bridging

Turn arbitrary web sources (sites without feeds, social posts, change-detection events) into consumable RSS/Atom that a feed backend can swallow. Essential for fusion.

changedetection.io

Watches web pages for changes and emits feeds / webhooks — useful for non-feed sources that still need to appear on the wall.

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RSS-Bridge

Generates RSS feeds from sites that don't expose them — essential glue for bridging arbitrary news sources into a dashboard.

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RSSHub

Everything-is-RSSable. Thousands of routes that convert social media, video, forums, and niche sites into RSS — the most powerful bridging layer for fusion dashboards.

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News Extraction, Clustering & Deduplication

Ingested feeds are noisy and duplicative. These libraries extract clean article content and collapse near-duplicate stories into single events — table-stakes for a serious news wall.

datasketch

MinHash, LSH, HyperLogLog — the standard toolkit for near-duplicate detection over article text.

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dedupe

Library for fuzzy matching, record linkage, and entity resolution — pair with article extraction to cluster stories across outlets.

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newspaper3k

Python library for article extraction, NLP, and metadata — lightweight, widely used.

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news-please

End-to-end news crawler and extractor with structured output — the backbone for many news-monitoring pipelines.

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news-fetch

Python library for fetching and parsing news articles at scale.

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AI Analysis Layers

LLM / NLP layers that sit between raw ingestion and the display — entity extraction, geocoding, summarisation, topic clustering, and agentic research over the stream.

Flair

Easy-to-use NLP framework with strong NER — good for extracting people, places, and organisations from news text.

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GPT Researcher

Agentic research framework — give it a topic and it synthesises across sources, useful as an on-demand briefing layer over a news feed.

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Haystack

Production-grade framework for retrieval, RAG, and NLP pipelines — well-suited to semantic search and summarisation over a news corpus.

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Perplexica

Open-source AI search engine — pair with your feed store to get AI-synthesised answers grounded in ingested news.

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Stanza

Stanford NLP toolkit — multilingual NER, parsing, and tokenisation, relevant where feeds span languages.

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txtai

All-in-one embeddings database — semantic search, clustering, and LLM workflows over text.

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Notifications & Push

Push-notification plumbing — a common "nice to have" for command-center dashboards that need to alert operators off-screen.

Apprise

Unified notification library — one API, 90+ destinations (Telegram, Slack, Signal, SMS, push services).

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Gotify

Self-hosted push notification server with mobile apps.

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ntfy

Self-hosted pub/sub push service — HTTP PUT/POST to send, mobile and CLI subscribers.

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Display Infrastructure

Digital Signage CMS (Self-Hostable)

Dedicated digital-signage platforms — the right shape when a news wall needs to run 24/7 on dedicated displays with scheduled content, zones, and remote updates.

Anthias

Formerly Screenly OSE — the original Raspberry Pi digital-signage OSS. Good baseline for single-display walls.

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Concerto

University-origin signage platform — multi-screen, scheduled content zones.

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Xibo

The most feature-complete open-source digital-signage CMS — multi-zone layouts, scheduling, player management. Well-suited to news-wall deployments with many tiled regions.

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Kiosk Mode & Remote Device Management

Running a dashboard on a wall-mounted display reliably is its own problem. These tools handle the kiosk OS, unattended boot, browser lockdown, and fleet-style remote management.

balena

Container-based OS and fleet management for edge devices — widely used to deploy and remotely manage kiosk/signage displays.

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Cog

Minimal single-"window" launcher built on WPE WebKit — the production choice for embedded/kiosk web rendering.

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FullPageOS

Raspberry Pi OS image that boots directly into a fullscreen Chromium kiosk — the fastest path to a dedicated dashboard display.

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Live TV / IPTV Tiles

Embedding live news channels (BBC World, Al Jazeera, France 24, CNN International) as video tiles is a defining feature of real command-center walls.

iptv-org/iptv

The canonical curated IPTV channel list — the source for live-TV tiles in a news wall.

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Common Operational Picture (COP)

Projects explicitly framed as COP / shared-ops-picture tools — the doctrinal term for the kind of fusion wall this index is about.

UKSFTA-COP

UK Special Forces Task Association common-operational-picture project.

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Commercial / SaaS Reference Stack

Everything above is open-source. But if you walked onto a foreign-ministry watch floor, a major-network newsroom, a corporate Global Security Operations Center (GSOC), or an NGO crisis cell, the screens would mostly be driven by proprietary SaaS — because the valuable bit is the licensed content (newswires, broadcast feeds, social firehose access) and the real-time event-detection models trained on it, not the UI.

This section catalogues the commercial layer so the OSS index above can be read as "what you'd self-build or augment with" rather than "what a professional shop actually uses end-to-end." Inclusion is descriptive, not endorsement; pricing is typically enterprise-quote and access often gated by sector (gov, Fortune 500, accredited media).

Newswires & Primary Feeds

The licensed source material that ultimately populates most of the tiles. Direct ingestion (via API / NITF / NewsML / RSS with auth) is common on gov and newsroom walls.

Real-Time Event Detection (Gov / Newsroom Grade)

First-alert products that sit in front of the wires — they ingest social, dark web, sensor, and wire data and surface breaking events with minutes-to-hours of lead time. This is the category where newsrooms and gov ops centers spend serious money.

  • Dataminr Pulse / First Alert — The market leader for real-time alerting from public data. First Alert is the public-sector/news SKU; Pulse is the corporate-risk SKU. De facto standard on network-news assignment desks and many watch floors.
  • Factal — Editor-verified breaking-event feed built for multinationals, NGOs, and newsrooms; strong signal-to-noise.
  • Samdesk — AI-driven crisis detection from social; widely used by airlines, resorts, and corporate security.
  • NewsWhip Spike — Predictive engagement signal — surfaces which stories are about to go viral, not just which are trending.
  • Signal AI — "Decision augmentation" platform; media + regulatory + reputational monitoring with entity graphs.
  • Liferaft Navigator — OSINT / threat monitoring aimed at corporate GSOCs.

Media Monitoring & PR Intelligence

The PR/comms-facing monitoring stack. Overlaps with the categories above but is explicitly framed around earned-media measurement, sentiment, and share of voice.

  • Meltwater — Broad media intelligence suite — news, social, broadcast, influencer.
  • Cision / CisionOne — Monitoring + media database + distribution; heavyweight in corporate comms.
  • Onclusive — Formed from Kantar Reputation Intelligence, PRgloo, and Critical Mention; full-stack PR analytics.
  • Muck Rack — Journalist-database-first monitoring; strong with modern PR teams.
  • Agility PR Solutions — Mid-market monitoring + outreach.
  • Notified (formerly PR Newswire) — Distribution + monitoring + IR comms.
  • CARMA — Human-coded media analysis — still common where nuance/sentiment accuracy matters more than throughput.

Social Listening & Narrative Analytics

Firehose-grade social monitoring — what watch floors use to track narratives, disinfo, and on-the-ground sentiment.

  • Brandwatch (Cision) — Consumer research + crisis + influencer; one of the two dominant players.
  • Talkwalker (Hootsuite) — The other one; strong image/video recognition and broadcast integration.
  • Sprinklr Insights — Unified CX/social platform; used at enterprise scale.
  • Meltwater Social (ex-Sysomos / Linkfluence) — Social tier of the Meltwater suite.
  • Synthesio (Ipsos) — Research-oriented social listening.
  • Pulsar — Audience intelligence and narrative tracking; popular with comms strategy teams.
  • NewsWhip — Listed again here for its cross-platform virality scoring.
  • Graphika — Network-graph analysis of online communities; used heavily on influence-operations work.
  • Logically, Blackbird.AI, Alethea — Disinfo / narrative-threat platforms — the "CT for information ops" tier, common in MFA and election-integrity contexts.

Broadcast / TV Monitoring

Watching linear TV and radio is still a first-class requirement on any serious watch floor; these services index broadcast with ASR + OCR and expose clip search + alerts.

  • TVEyes — The standard broadcast-monitoring service — searchable TV/radio transcripts across thousands of channels, real-time alerts, clip export.
  • Critical Mention (Onclusive) — Broadcast monitoring + earned-media analytics.
  • SnapStream — On-prem/hybrid TV recording + search; used in newsrooms and political war rooms.
  • Kantar Media — Broadcast intelligence at agency scale.

OSINT & Intel Fusion Platforms

The commercial analogues to OpenCTI / MediaCloud — full fusion stacks, often ITAR-tier or gov-restricted.

  • Palantir Gotham / Foundry / MetaConstellation — The archetype of a gov-grade intel-fusion platform; common across defence, MFA-equivalents, and homeland security.
  • Recorded Future — Temporal analytics over open + dark + technical sources; widely deployed in CTI and geopolitical-risk functions.
  • Babel Street — Multilingual OSINT + identity intelligence; heavy LE and gov footprint.
  • Flashpoint — Deep/dark-web intel + physical security convergence.
  • Fivecast — OSINT platform with risk scoring; used across Five Eyes.
  • PenLink (formerly Cobwebs) — Web-intelligence + lawful-intercept analytics.
  • Echosec (Flashpoint) — Geospatial social / dark-web search.
  • ShadowDragon — OSINT tradecraft tooling — SocialNet, Horizon.
  • Maltego — Graph-based investigation platform; commercial tiers with TI transforms.
  • GDELT (reference, free) — Not SaaS, but the default commercial-grade event dataset referenced by nearly every platform above.

Crisis & Duty-of-Care Intelligence

The travel-risk / employee-safety / crisis-ops tier — overlaps with event detection but oriented around assets and people, not narratives.

Geospatial & Satellite Layers

The map layer behind every "where is this happening" tile.

  • Esri ArcGIS Online / ArcGIS Dashboards — The dominant gov GIS stack; most COVID-era public dashboards (JHU, many MoH sites) ran on it.
  • Mapbox — Commercial map tiles + Studio; default for custom branded maps.
  • Google Maps Platform — Ubiquitous embeds; Premium/Enterprise tier for higher quotas.
  • HERE, TomTom Orbis — Gov- and automotive-grade mapping alternatives.
  • Planet Labs — Daily-refresh satellite imagery — the standard reference for monitoring physical ground-truth.
  • Maxar — High-resolution commercial satellite imagery.
  • BlackSky, ICEYE — Rapid-revisit optical and SAR respectively; increasingly on watch-floor map layers.
  • HawkEye 360 — RF geolocation — emitter tracking as a commercial product.
  • [Dataminr × Planet / Maxar integrations] — Increasingly the pattern: event-detection product calls out to imagery provider for confirmation tiles.

Video Wall / Control Room Hardware & CMS

The physical "large screens" you asked to work back from are driven by a small number of specialist control-room vendors. A dashboard isn't a video wall until something is driving the pixels across N displays with failover.

Commercial Digital Signage

When the requirement is "N identical news walls, centrally managed" rather than a bespoke ops center.

Mass Notification / Alerting

When an event crosses a threshold on the wall, these platforms push it out to people.

License

License: CC BY 4.0