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Case study

DeNA Enhances Creative Success with Boa

October 20, 2025

Introduction

DeNA, a global leader in mobile game publishing, sought to scale their creative expertise for their new first-party titles. Partnering with Reforged Labs, DeNA turned to Boa, our AI-powered marketing platform, to reimagine how.

DeNA Enhances Creative Success with Boa - Introduction Image
Aki Sano
“By integrating Boa into our creative process, we were able to bring data and human creativity together in a way that felt natural and effective. The Reforged Labs team is knowledgeable, communicative, smart, and team-oriented. The Hybrid AI approach not only improved performance, it gave our teams a new model for how to build campaigns at scale. While I believe no product can be a perfect 10, I think that Boa is close to an 8–9 now and is only getting better as the team improves the features and capabilities.”
Aki Sano
Aki Sano
CEO of DeNA America

The Challenge

As DeNA expanded its portfolio of first-party titles, the demands on its marketing teams grew significantly. They needed not just more ads, but ads that could consistently break through in a crowded, competitive market.

Three challenges stood out:

  • High demand for creative concepts: Each title required a constant stream of fresh, high-performing ads to drive installs and sustain growth. Researching and producing concepts at this scale placed enormous pressure on creative resources.

  • Subjectivity in decision-making: Selecting winning creatives often came down to gut instinct, rather than a system of objective, data-driven comparisons. This made it difficult to double down on what truly worked.

  • Scaling with quality: While DeNA’s teams could produce ads quickly, maintaining creative excellence while accelerating output was a persistent struggle.

DeNA’s leadership knew that AI could help. But they wanted to move beyond efficiency gains alone. Their goal was a smarter, structured approach to creative development, one that fused data insights with human creativity.

The Solution

Boa acted as the engine behind the Hybrid approach, providing three key capabilities:

  • Market-informed insights: Boa analyzed real-time market and competitor trends to pinpoint themes and creative directions most likely to resonate with players.

  • Creative briefs at scale: Instead of manually researching and ideating, teams received structured, actionable briefs generated directly from Boa, streamlining the concept phase.

  • Performance-driven iteration: Boa connected to DeNA’s first-party performance data, enabling continuous feedback loops that linked creative concepts directly to measurable outcomes.

This allowed DeNA to go from research to production in hours instead of days, while ensuring every campaign was grounded in data-backed insights.

AI-Generated Ads:

Produced entirely with AI tools, which provides speed and cost efficiency, but with some quality tradeoffs

Human-Generated Ads:

Crafted by DeNA’s internal creative teams, rich in originality but resource-intensive.

Hybrid AI Ads

Built from Boa’s data-driven insights and creative briefs, then executed by DeNA’s agency partners and internal teams.

The Results

The impact was both measurable and transformative:

  • Boa-Inspired Creatives outperformed all other formats, achieving the highest Creative Score, a balanced metric combining CPI, IPM, Conversion Rate, Hook Rate, and more.

  • Creative velocity increased significantly: Teams could concept, test, and refine campaigns faster than ever before. Instead of spending hours combing through competitor ads, Boa generated comprehensive reports with a single click.

  • Data became a creative advantage: By using Boa as the foundation of the creative process, DeNA unlocked a repeatable, scalable model for producing winning campaigns.

Boa did not just surface insights — it transformed them into campaigns that delivered results at scale.

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