Case Study

Devilfish: 12+ AI workflows powering a gaming platform

Devilfish is a gaming and rewards platform that needed to scale operations without scaling headcount. We deployed over 12 interconnected AI workflows that handle player analysis, communications, compliance, and operational management — all orchestrated through n8n.

The Challenge

A platform growing faster than its team

Devilfish operates in the fast-moving gaming and rewards space, where player engagement, compliance, and operational efficiency are everything. As the platform grew, the team found themselves drowning in manual processes. Player segmentation was done by hand. Communications were sent one at a time. Compliance checks required hours of spreadsheet work. Reporting meant pulling data from five different systems and stitching it together manually.

They needed a way to automate the repetitive work that was consuming their team's time — without compromising on quality, compliance, or the personalised experience their players expected. Hiring more people was not the answer; smarter systems were.

The Solution

12+ interconnected AI workflows

AI Player Analysis

Machine learning models analyse player behaviour in real time — identifying engagement patterns, churn risk, and high-value segments. The insights feed directly into communication workflows.

Automated Communications

Personalised messages triggered by player actions — welcome sequences, re-engagement campaigns, milestone celebrations, and targeted promotions. Each message is tailored to the individual player.

n8n Orchestration

All 12+ workflows are built and orchestrated through n8n, running on dedicated hardware. Complex multi-step processes execute reliably, with error handling and monitoring at every stage.

Compliance Automation

Automated compliance checks, documentation generation, and audit trail maintenance. What used to take hours of manual work now happens automatically with complete accuracy.

Reporting & Analytics

Unified dashboards pulling data from every system into a single view. Daily, weekly, and monthly reports generated and delivered automatically to stakeholders.

Operational Workflows

From onboarding new partners to managing payouts, every operational process has been automated. The team focuses on strategy and growth, not repetitive admin.

Results

The numbers speak for themselves

12+

automated workflows running 24/7

Hours

of manual work eliminated weekly

Faster

response to player behaviour changes

“JWHive transformed our operations. What used to take our team entire days now happens automatically. The AI player analysis alone has changed how we think about engagement. We could not run the platform at this scale without them.”

— Devilfish Team

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