PlayerDesk · Module · NEW

Cut Tier-1 support cost without making players wait.

And never let a VIP get a robot.

PlayerDesk resolves the routine majority of chats 24/7 in 20+ languages — and the moment it detects a VIP (behaviourally and via PAM data), it escalates to a human VIP manager with full context.

How it fits your stack

The money problem

A 24/7 support team for a mid-size casino costs €15–30K/month. The alternative — slower response times — directly kills conversion and retention. Most "AI chatbots" make it worse: they resolve ~20%, annoy players with the rest, and funnel everything to humans anyway. You pay twice.

What changes for you

PlayerDesk resolves the routine majority of chats instantly, 24/7, in 20+ languages — and the moment it detects a VIP (behaviourally and via PAM data), it escalates to a human VIP manager with full context. You concentrate human cost where it actually protects revenue.

Lower L1 cost

Routine majority resolved instantly. Human cost concentrated on VIP and complex cases.

VIP never gets a bot

Behavioural + PAM signals identify VIPs and escalate to a human manager with full context.

Compliance-safe

Complex / compliance-sensitive cases always reach a human, with a ready summary.

Audit-ready

Every conversation logged with reasoning trace, ready for compliance reviews.

For your tech team

How it works

PlayerDesk is a multi-agent system, not a single chatbot. Specialized agents handle intent triage, knowledge retrieval, action execution (deposit help, KYC status, bonus inquiry via PAM API), VIP detection, escalation and real-time QA. Schema-Guided Reasoning keeps responses predictable and reduces hallucination.

"Why a routine chat gets resolved without a human — and a VIP never does."

Orchestrator Routes the message, coordinates agents, owns the decision flow
Triage AgentIntent, language, urgency, VIP check
Knowledge AgentFAQ, policies, rules, bonuses
Action AgentPAM / payments / KYC API calls
Escalation AgentHand-off to human + ready summary. VIP route always hits a human.
Response AgentGenerates the player-facing answer
QA AgentReal-time hallucination + tone check

Proof / blueprint origin

Built on patterns from a 2026 production deployment for a European iGaming operator. Multi-agent orchestration with tool use, SGR for predictability, real-time QA monitoring.

What you get

  • Multi-agent orchestration tuned to your operator
  • 20+ languages, your brand voice
  • PAM / payments / KYC API integration
  • VIP detection + escalation with full context
  • Real-time QA layer (hallucination, tone, accuracy)
  • Full audit trail for compliance reviews

Timeline

  • Week 1–2: Discovery — knowledge base, PAM/CRM integration, brand voice.
  • Week 3–4: Core agents deployed, sandbox testing on historical chat data.
  • Week 5–6: Shadow mode (AI suggests, human approves) for calibration.
  • Week 7–8: Gradual production rollout, A/B against human baseline.
  • Ongoing: Continuous learning from escalated cases.

What we need from you

  • API access to PAM, CRM, payments
  • FAQ / knowledge corpus (or we help build it)
  • Anonymized historical chats for evaluation
  • Brand voice docs
  • Escalation rules and team structure

Pricing

Design partner pricing on request. First-cohort economics, perpetual usage license.

What's your L1 support actually costing you?

30 minutes. We look at your chat volume, your team structure and your VIP detection process, and tell you honestly how much PlayerDesk can take off your hands without risking the players who matter.

Or write: hello@arctura.eu