SOVRINT
A narrative intelligence platform for tracking coordinated messaging, propagation paths, and sentiment drift across the open web.
Misinformation and coordinated narratives spread faster than traditional monitoring systems can inspect or explain them.
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Misinformation and coordinated narratives spread faster than traditional monitoring systems can inspect or explain them.
- Built narrative clustering and node-link analysis around coordinated signal bursts.
- Tracked propagation paths from seed communities to bridge actors and broader mainstream pickup.
- Modeled velocity, sentiment drift, and amplification patterns as system-level signals instead of isolated posts.
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Entity resolution
Raw search results stay noisy unless fragmented records can be stitched into explainable entities.
Social monitoring
Social monitoring becomes fragile when surface drift, rate limits, and review overload all hit at once.
Threat intelligence
Threat workflows degrade when collection, retrieval, and review are treated like separate problems.
Writing that explains the architecture, constraints, or operating logic behind the project.
Sovrint: Temporal Propagation of Coordinated Narratives
Narratives propagate like systems, not stories. A strategic deep dive into signal clustering, sentiment drift, and the velocity of coordinated information operations.
Probabilistic Entity Resolution: Correlating Signals in the Noise
Identity in the digital wild is never certain—it is a score. A technical deep dive into probabilistic linkage, signal stacking, and confidence models for intelligence systems.
From Analyst-Heavy to System-Heavy: Scaling Without Burning Humans
Analysts should supervise systems, not compensate for them. How to build sustainable feedback loops between engineering and analysis.
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Viralink
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