Early Access — Now Open

Structured intelligence from open sources

Talanton Atlas transforms unstructured open-source reporting into entity-resolved, evidence-backed intelligence — ready for analysis, not just reading.

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From raw reports to structured intelligence

An automated pipeline ingests, extracts, resolves, and connects — so analysts can focus on meaning, not data wrangling.

01

Collect

Ingest from RSS feeds, APIs, web scrapers, and webhooks on configurable schedules.

02

Extract & Normalize

NLP extraction pulls entities, claims, locations, and events from raw text into a structured schema.

03

Resolve & Connect

Entity resolution deduplicates and links mentions across sources. Geocoding grounds locations to coordinates.

04

Analyze & Alert

Pattern detection, anomaly scoring, and relationship mapping surface signals that matter.

Built for serious analysis

Not another news aggregator. Every assertion traces to source evidence, every entity is identity-resolved, every relationship is typed and scored.

Entity Resolution

Fuzzy-matched deduplication with alias management, confidence scoring, and human-in-the-loop review for ambiguous cases.

Knowledge Graph

30 canonical relationship types connecting entities across events. Recursive graph queries for neighborhood, path-finding, and connection discovery.

Geospatial Intelligence

Geocoded events plotted on interactive maps. Bounding-box and radius queries with PostGIS-backed spatial indexing.

Event Clustering

Composite similarity scoring groups related events into incidents — combining semantic, entity, and type signals with configurable time windows.

Signals & Anomaly Detection

Statistical baselines with z-score anomaly detection. Pattern rules for frequency, sequence, and co-occurrence analysis.

Living Ontology

Database-driven type definitions that evolve with your data. Drift detection identifies gaps. Analyst suggestions feed the loop.

Who it's for

Built for anyone who needs structured, traceable intelligence from public sources.

Security & Intelligence Analysts

Track entities, relationships, and patterns across open-source reporting with full evidence provenance.

Investigative Journalists

Connect the dots across hundreds of sources. Every claim links back to its original report.

Corporate Security Teams

Monitor geopolitical risk, track threat actors, and receive alerts on entity co-occurrence and anomalies.

Nonprofits & NGOs

Monitor conflict zones, track humanitarian developments, and maintain situational awareness at scale.

Risk & Compliance

Screen entities against open-source signals. Detect patterns in sanctions, regulatory actions, and adverse media.

Academic Researchers

Study conflict dynamics, political events, and entity networks with structured, queryable data.

Get in early

Talanton Atlas is in active development. Join the early access list to get notified when we open accounts — and help shape what we build.

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