Why We Built a Real-Time Integration That Is 900% More Powerful Than Containers

Cognitiv Blog

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Deeper Dives

Dive deeper into the latest insights, trends and expert opinions on deep learning, as it continues to transform marketing.
March 31, 2026
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Team Cognitiv
Employee Spotlight Series: Q+A with Claire Reininger
Meet Claire Reininger, the finance powerhouse bringing precision, collaboration, and curiosity to Cognitiv, on a mission to streamline and explore.
March 25, 2026
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Stephen Curial
Why We Built a Real-Time Integration That Is 900% More Powerful Than Containers
Containerized RTB was built for speed—not deep learning at scale. Read why real-time neural network inference requires fundamentally different infrastructure, and how Cognitiv built it.
March 9, 2026
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Daniel Mahl
Mainstage Recap: Rethinking Retail Data at Digiday Nashville
How Welch's used AI and retail data to move beyond post-campaign reporting — and find unexpected growth opportunities in real time.
February 27, 2026
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Team Cognitiv
Employee Spotlight Series: Q+A with Lance Bowley
Since 2018, Lance Bowley has helped power Cognitiv’s Deep Learning Advertising Platform with smarter, scalable machine learning systems.
January 30, 2026
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Team Cognitiv
AI in Advertising: 4 Executive Predictions for 2026
AI is moving from buzzwords to accountability in 2026, as four Cognitiv executives share how performance, platforms, and real differentiation will define what comes next.
January 27, 2026
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Team Cognitiv
Employee Spotlight Series: Q+A with Justin Murray
Meet Justin, our Employee Spotlight, blending thoughtful content, data-driven insights, and a few unexpected passions.
January 15, 2026
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Justin Murray
How Dynamic Personas Reveal Unexpected Audiences
Discover how Cognitiv’s Dynamic Personas use real behavior to uncover high-value audiences and surprising affinities your strategy misses.
January 14, 2026
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Celine Schulte
5 Media and AI Trends Defining Advertising This Year
CES 2026 was a reset for media and AI. Less testing, more performance. These are the 5 trends defining advertising this year.
December 18, 2025
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Team Cognitiv
Employee Spotlight Series: Q+A with Yihan Chen
From designing model architectures to climbing walls, meet the Brain Behind Our Brand, turning research into real impact.