AI-first consumer app studio

Named after Formula 1’s most powerful overtaking system.

We build AI-first consumer apps with monetization engineered from day one
turning product, growth, and data into repeatable global scale.

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Why Now

Mobile spend has shifted and GenAI is accelerating.

Non-game apps now out-earn games on in-app purchase revenue. GenAI app revenue is compounding fast, while retention remains the category-wide weakness — leaving room for operators who can both monetize and retain.

Source: Sensor Tower, public category reporting.

01

Non-game leads

Non-game apps now out-earn games on in-app purchase revenue.

02

GenAI compounds

GenAI mobile app revenue continues to accelerate year over year.

03

Retention is open

Retention remains the category-wide weakness — and the operating opportunity.

How We Win

A repeatable operating advantage.

Three pillars — built to compound learning, retention, and portfolio leverage.

Faster learning velocity

Full-funnel experiments across creative, onboarding, paywalls, pricing, features and content. Every cohort improves the next.

Gaming-grade retention & live ops

Content cadence, segmentation, credit economies and feature loops turn conversion into loyalty.

Portfolio compounding

Every app reuses generation, CMS, subscriptions, attribution and cohort models. Learnings transfer.

AI-Native Studio

AI-native across every function.

Studio velocity at a fraction of the headcount of a traditional studio.

01

Ideation

A daily AI agent scans third-party market data, creative practices and emerging trends — then briefs the team on what is working now.

02

Design

An agentic layer reasons over visuals, company goals and memory; it recommends the stronger direction, then generates wireframes and mockups.

03

Development

AI coding under human control. Design and auto-drafted tickets feed agent-driven builds; AI-assisted QA shortens dev-to-live.

04

Data Stack

Our own attribution, ingestion and processing stack spans growth and product — the deepest capability we have.

05

Decisions

AI agents consolidate meeting notes, internal messaging, task history and company memory, so decisions are made fast with every angle on the table.

Core Growth Loop

The growth unlock we discovered.

A genuine loop — every cycle returns stronger than it started.

Trend signal
Marketing Creative
In-app content
Creations & shares
Back to trend signal

Every cycle feeds the next — cheaper creative, faster learning, compounding organic reach.

Utility

We acquire with entertainment, then convert to utility.

Trend-led desirability earns the first session. Repeat creation and everyday value build a loyal core that stays far longer than category norms.

Acquire

Trend-led, highly desirable, and instantly shareable.

Convert

Repeated use cases — creating, editing, and everyday value.

Retain

A loyal core that stays far longer than category norms.

Seedream 5.0
FLUX.2 PRO
Kling 01 Image
Nano Banana PRO
Seedream 4.5
FLUX.2 Flex

more apps coming soon...

Build what’s next with us.

Partnerships, platforms, tooling and distribution — start a conversation with DRS.

Contact DRS