All use cases

For analysts, investigators, public institutions, media, and legal teams

Turn coordinated activity into a defensible case.

Qriton connects timing, message similarity, network structure, language, behaviour, and attribution to show who seeded a campaign, how it moved, and which evidence supports the conclusion.

GovernmentMediaDefense
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A viral narrative does not, by itself, prove coordination.

Investigators need to separate organic conversation from an organised operation, connect activity across platforms and languages, and preserve enough evidence for independent review.

The campaign crosses platforms

Accounts, posts, links, timing, and engagement are fragmented across systems with different identifiers and formats.

No single signal is conclusive

Similarity, timing, or shared links become meaningful only when independent coordination signatures reinforce one another.

The finding must be defensible

Analysts, journalists, regulators, and legal teams need the source trail behind every actor, cluster, and attribution claim.

Replace reconstruction with a governed decision path.

Before

The current workflow

  • Analysts search platforms separately
  • Suspicious posts are collected by hand
  • Networks and translations are compared in isolation
  • The final narrative is difficult to reproduce
With Qriton

With Qriton

  • Cross-platform evidence enters one case
  • Six engines test independent signatures
  • Actors, timing, language, and message are connected
  • Every finding retains its source evidence

From operational evidence to accountable action.

Collect

Bring together accounts, posts, timestamps, languages, links, engagement, and relevant source context.

Detect

Test temporal, semantic, network, linguistic, behavioural, and attribution signatures.

Connect

Map seeding, amplification, bridge accounts, translations, clusters, and cross-border movement.

Investigate

Let analysts challenge the campaign narrative, inspect confidence, and pivot into the underlying evidence.

Report

Export an evidence-grade case in formats suitable for analytical, regulatory, legal, or journalistic review.

Make the answer useful to the people responsible for acting.

39 hours

Duration of the coordinated influence campaign used for validation.

785 accounts

Connected across the analysed campaign rather than reviewed as isolated profiles.

9 countries

Mapped while all six coordination signatures were identified automatically.

Fit the system around the operational boundary.

Start from the evidence, policies, infrastructure, and human responsibilities already present in the workflow.

Define the investigation question

Start with a narrative, event, actor set, language group, geography, or suspected coordination window.

Preserve source provenance

Keep original identifiers, timestamps, links, transformations, and analytical outputs attached to the case.

Keep analysts in control

Automate pattern detection while reserving attribution, escalation, and publication decisions for governed review.

Six independent signatures across one 39-hour campaign.

Qriton analysed a coordinated influence campaign involving multiple malicious state actors: 785 accounts across 9 countries, with all six coordination signatures identified automatically.

Explore Signal Intelligence

What to establish before a pilot.

Which coordination patterns are analysed?

The system combines temporal, semantic, network, linguistic, behavioural, and attribution evidence rather than treating any one pattern as sufficient.

Can it connect translated versions of the same campaign?

Yes. Multilingual analysis can connect parallel translations and localized variants to shared timing, actors, links, and campaign structure.

What evidence remains available to investigators?

Accounts, posts, timestamps, links, clusters, repost paths, detected signatures, confidence, and the source trail behind each finding can remain attached to the case.

Can findings be exported?

Cases can be prepared for PDF, JSON, or CSV delivery according to the analytical, legal, regulatory, or journalistic workflow.

Start with one narrative and the evidence behind it.

Bring the platforms, languages, time window, and investigation question. We’ll map the collection and coordination signatures required to build the case.

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