Digitain
Agentic AI automation, competitor intelligence, and AI-assisted QA across sportsbook, casino, and platform teams.
Large-scale iGaming technology company
System overview
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Continue to project detailsFour AI capabilities support separate teams: multi-agent competitor tracking turns operator activity into structured product analysis; an LLM marketing analyzer studies campaigns, positioning and trends; Playwright-assisted agentic QA surfaces issues and test coverage; AI interviews capture internal specialists' expertise for reusable knowledge and future assistants or training.
Context
Digitain needed AI automation and agentic systems that could convert manual product, marketing, and QA analysis into structured, AI-assisted processes across its sportsbook and casino platforms.
Problem space
Product, marketing, and QA teams relied on manual analysis of competitor activity, market trends, and complex user flows — slow, inconsistent, and hard to scale across operators.
Solution architecture
Built an AI-powered product marketing analyzer delivering automated deep analysis of competitor activity, promotional campaigns, game positioning, and market trends.
Created competitor intelligence systems tracking odds, odds movement, market availability, and game placement and ranking changes across operators.
Built an agentic QA system with Playwright that analyzes product behavior, surfaces issues, and assists structured test coverage across complex user flows.
Developed a knowledge-base automation system where AI interviews internal specialists, captures and structures domain knowledge, and makes it reusable for future AI assistants and training.
- Teams enabled
- 3
Product, marketing, and QA workflows converted to AI-assisted processes.
- QA coverage
- Agentic
Playwright-driven analysis across complex user flows.
- Competitor intel
- Multi-agent
Automated tracking of odds, markets, and game placement across operators.
Technology stack
- Python
- Playwright
- LLMs
- Multi-agent systems
- RAG pipelines
- Prompt engineering
- Automation