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Insights, Research, Intelligence

May 19, 2026

Case Study: Safeguarding Quantum Advancements with Koat's Threat Intelligence

Protecting Quantum Innovation Quantum computing is on the verge of transforming industries, from cybersecurity to pharmaceuticals. However, with rapid advancements come significant challenges like disinformation, security threats, reputational risks, and investor skepticism. Companies in this space must maintain credibility, safeguard their intellectual property, and market themselves effectively to investors and the public.

Dallas Toth

May 19, 2026

LLM-Generated Labels for Custom Model Training: A Research Case Study

The Dataset Desert We Encountered During a research project with a university partner, we hit a wall that's frustratingly common in applied machine learning: the perfect dataset simply didn't exist. Our document enrichment pipeline required fast, accurate multi-label classification to tag documents with meaningful categories for trend analysis and aggregate insights.

Dallas Toth

May 19, 2026

Case Study and Analysis of Key Moments During US Election 2024

The race between Kamala Harris and Donald Trump promises to be one of the most scrutinized and debated in recent history. Public opinion is divided, with 61% of voters expecting a close election between the two candidates. The landscape is rife with emotional reactions, media influences, and varying degrees of information integrity. As voters weigh their options, the importance of a discerning choice becomes evident.

Dallas Toth

May 19, 2026

Our Journey to SOC 2: Building Security That Actually Protects

The Security Foundation We Built When we develop any service for our clients, security isn't an afterthought, it's a core requirement. Our clients trust us with their data and business operations, and our commitment to SOC 2 compliance meant we needed security controls that actually worked, not just looked good on paper.

Dallas Toth

May 19, 2026

Case Study: Aiding Canadian Energy Companies with Koat’s Intelligence Tools

The Canadian energy sector is navigating a rapidly evolving landscape of challenges, including the growing prevalence of online threats, disinformation campaigns, and the manipulation of public sentiment. These challenges are exacerbated by the increasing influence of social media and fringe platforms in shaping public opinion and policy discussions. For energy companies, staying ahead of such threats is crucial to protecting their operations, reputation, and stakeholder relationships.

Dallas Toth

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