Case Studies

See how organizations use Logically to detect narrative threats, protect their brand, and make informed decisions.

20 August 2025

Weaponized Weather: When Disasters Become Information Battlegrounds
In the wake of recent U.S. natural disasters — from hurricanes and wildfires to floods and tornado outbreaks — online narratives have surfaced with striking consistency, coordination, and speed. This report draws on more than 76,000 online posts from February 2024 to July 2025 and leverages Logically Intelligence (LI)— our proprietary threat detection and narrative monitoring platform — to analyze how harmful campaigns exploit natural disasters in the U.S.
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31 July 2025

From Online Narratives to Offline Attacks: How Logically Helps Detect the Threat
In an era where online threats increasingly spill into the real world, how do public safety leaders, government officials, and enterprise teams distinguish between background noise and credible risk? From late 2024 to mid-2025, a series of violent incidents underscored a dangerous trend: online narratives are no longer just rhetoric—they’re early indicators of real-world violence. In each case, specific digital signals, sometimes clearly visible, emerged well before physical acts occurred.
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11 June 2025

Blog Post: Why Narrative Intelligence Matters?
Humans are narrative seeking beings. We can’t help it. It’s how we make sense of the world. We don’t just see events. We interpret them. We don’t just hear words. We read a meaning into them. That’s why a simple phrase like “I’m sorry” can carry weight for years, or why a brand logo can make us feel comfort, disgust, or pride; depending on the story we associate with it.
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5 June 2025

Pravda Network: Kremlin's Influence Operations in Italy and Beyond
This case study reveals how Logically investigated and exposed one of the most adaptive and cross-regional information ecosystems targeting both Europe and Africa. Leveraging its AI-powered threat detection platform — Logically Intelligence (LI)— alongside expert human analysis, Logically uncovered the operational backbone of the Pravda Network: a covert amplification system run by Kremlin-aligned actors.
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15 May 2025

Indo-Pak Unrest: Why Narrative Signals Matter
In the 30 days before 15th May 2025, content related to the tensions between India and Pakistan spiked by 2,353.88% compared to the previous month. This surge highlights how quickly narratives can scale during a high-profile conflict, and how online discourse often intensifies in lockstep with developments on the ground.
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12 November 2024

The AI brief improving reputation campaign impact and crisis management
In today’s ultra-connected, fast-evolving digital world, brands need more than reactive defenses—they need a strategic edge. This brief playbook reveals how forward-thinking brands like yours are harnessing the power of Logically AI to predict and navigate challenges, amplify engagement, and safeguard their reputation.
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11 November 2024

Case Study: Decoding Boycott Narratives
Imagine this: A geopolitical crisis erupts, and suddenly, your brand is caught in the storm. Online boycott campaigns begin to surface, fueled by rapidly shifting narratives. Some fade, others explode overnight. Every second counts, but the sheer volume of data is overwhelming. Traditional social listening tools can’t keep up with the speed of narrative change—by the time they detect a threat, it’s already a trending topic. Without proactive intelligence, reacting too slowly or misreading the situation can lead to disaster.
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11 November 2024

Case Study: High-Stakes DEI Initiative Crisis
Your brand launches a Pride Month campaign—a powerful celebration of inclusivity that aligns with your values. But almost immediately, the conversation takes a turn. The backlash intensifies beyond online criticism—it becomes a real-world security concern. Employees are being doxxed, harassed, and even threatened. Certain networks seize on the campaign as a political flashpoint, fueling tensions across social media, fringe platforms, and industry spaces. Your PR team must protect the brand’s reputation.
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11 November 2024

Case Study: Navigating Backlash during an Inclusivity Campaign
Imagine this: A leading global publisher launches a Pride Month campaign, celebrating diversity and inclusion in education and storytelling. The goal? To inspire positive engagement and affirm its commitment to representation. But almost immediately, the campaign is targeted by coordinated online hate from organised movements. Social media is flooded with harmful narratives, misleading information, and organized backlash. The risk isn’t just online negativity—it’s damage to the brand’s reputation.
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