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Confidential client — iGaming

Player operations platform

A player operations system for a regulated iGaming group — support, risk, and responsible-play workflows on one operational backbone.

OperationsRiskAutomation

Challenge

Player support, risk, and responsible-play teams were working from different tools. The same player could look healthy in one system and high-risk in another.

Approach

We built a single player operations layer: one record, shared context, and automated first-response where policy already allowed it.

Solution

Agents draft replies, flag risk signals, and assemble the case file. Specialists act on a complete picture instead of reconstructing it from tickets.

Architecture

Player-centric data model with real-time risk signals, workflow orchestration, and an agent layer scoped to approved tools and actions.

Technology

Next.js, TypeScript, PostgreSQL, Redis, LLM APIs

Outcome

Support handled more volume with fewer handoffs, and risk decisions were made on the same record the player team already used.

Let's build something intelligent.

From the first idea to a production-ready system.