RAG Knowledge Bot for iGaming Studio

Game studios spend hours answering recurring internal questions: compliance rules, integration specs, release checklists, market requirements. Slotif.ai was built to solve this with a RAG-powered knowledge assistant trained on studio-specific documentation.

The system indexes internal wikis, Confluence spaces, and PDFs, and answers team questions in seconds with source citations. Early adopters reported 70% reduction in repetitive support queries and faster onboarding for new studio staff.

Studio teams wasting hours per week on repetitive internal Q&A

• Knowledge scattered across Confluence, Notion, PDFs, and Slack threads
• New hire onboarding took 4–6 weeks due to undocumented tribal knowledge
• No structured way to keep documentation current and discoverable

Built a RAG pipeline connecting to Confluence, Notion, and uploaded PDFs. Fine-tuned retrieval for iGaming domain terminology. Added source citation to every answer for trust and auditability. Deployed as a Slack bot and web widget. Achieved 70% deflection of repetitive support queries within the first month.