Predictive Game Development using AI

A leading online gaming company specialising in slot games and casino software faced challenges in their game development process, particularly around data analysis bottlenecks and communication gaps between teams. They partnered with Takara for their AI expertise on AWS, implementing a solution that automates and enhances game design document creation.

Using AWS services (including Bedrock, Nova Micro, and OpenSearch), Takara developed a system that integrates historical performance metrics, market research, and demographic insights while ensuring compliance and brand consistency.

Challenge

Game concept development faces two key challenges: Data Analysis Bottleneck Time-consuming synthesis of competitor data, market trends, and player preferences Delayed or missing access to critical market insights Communication Gap Lack of standardised documentation between retention and design teams Risk of concept misinterpretation leading to development deviations These issues cause project delays and potential misalignment between initial concept and final game.

Solution

As a newcomer to AI, the client sought first-mover advantage and selected Takara for our singular focus on AI deployed on AWS. Following a successful POC implementation using Takara's Pathfinder approach, we deployed a solution that creates comprehensive game design documents by combining internal data, market research, and existing high-level designs. Our process integrates historical performance metrics, demographic insights, and competitive analysis while ensuring brand consistency and regulatory compliance. The technical implementation leverages AWS Nova and Bedrock AI models, with agent-based architecture, security guardrails, and OpenSearch for embedding storage.

Results

90% faster HLD creation: Reduced high-level design time from days to minutes while maintaining creative quality
3x higher design output through standardized frameworks, without additional headcount
Enhanced market fit using data-driven design for demographic and regional preferences
Implemented QA processes ensuring consistent, high-quality documentation across projects

Client Description

A major player in the iGaming industry, the client develops online slot games and casino software with a focus on the European market. They've built their reputation through high-quality graphics, animations, and mobile-optimized gaming content. With multiple jurisdictional licenses and a portfolio of popular titles, they prioritise both entertainment value and technical reliability in their game development.