Gambler Twins Decision Intelligence Platform
New • Digital AI Twins for iGaming Claude-ready training exports

Turn casino decisions into production-grade AI twins.

Gambler Twins connects to your iGaming backoffice, captures every approval, flag, and bonus decision, and converts it into curated training data for Claude – with full multi-tenant governance built in.

Enterprise-ready SaaS foundation
Supabase + PostgreSQL, RLS-first
Dark-mode native, mobile-optimised
Widget Interactions
128.4k
+18.2% this week
Decisions Captured
3.2M
Real-time ingestion
Claude Training Sets
47
Versioned exports
System Health
All green
99.99% uptime
Training Data Builder

Curate decisions into Claude-native training sets.

Promote high-quality operator decisions into structured exports with version tracking, category breakdowns, and instruction templates.

Active training set
GT Casino · v3.4
12,480 records · 6 segments
Quality score
Operator-reviewed samples
Withdrawal risk decisions 82%
VIP upgrade flows 64%
Instruction template Claude 3.5 Sonnet

“You are a fraud and risk analyst for a regulated iGaming operator. Mimic the decision patterns in the examples, prioritising responsible gaming flags and AML safeguards.”

Workspace isolation

Multi-tenant by design.

Every workspace is fully isolated with PostgreSQL Row Level Security policies. Roles cascade from organization to workspace with 5 RBAC levels: Owner, Admin, Editor, Analyst, and Viewer.

  • Per-tenant data walls across schemas and logs
  • Scoped API keys and webhooks per workspace
  • Audit-ready member and permission history
RLS policies Enabled
2FA & security Enforced
API key encryption Ready
Built on Supabase, PostgreSQL, and modern TypeScript patterns – ready to plug into your compliance story.
Tech stack
React 18 Vite Supabase PostgreSQL Zustand TanStack Query
Clean architecture with clear boundaries between UI, state, and persistence – ready for your team to extend.
Functional pillars

Everything you need to make AI twins production-ready.

Acquisition & CRM

Marketing journey intelligence

Capture bonuses, campaigns, journeys, and CRM triggers as structured decision events across brands and markets.

  • Offer eligibility and bonus abuse controls
  • Channel and cohort-aware recommendations
  • Retention and reactivation playbooks
Risk & Compliance

Responsible gaming, fraud & AML

Turn approvals, escalations, and flags into Claude-ready training sequences with full audit context.

  • Risk-scored withdrawal and KYC flows
  • Source of funds and PEP/Sanctions context
  • Operator notes and case resolutions
Data & AI

Training data operations

Govern sampling, enrichment, and export pipelines with versioned training sets for every Claude twin.

  • Segment-level sampling and bucketing
  • Human review workflows and scoring
  • JSONL and parquet export automation
DevEx

Extensible admin foundation

Ship faster on a modern SaaS chassis with typed APIs, RBAC, and observability wired in from day one.

  • Supabase + PostgreSQL with RLS policies
  • React 18, Vite, and TypeScript-first APIs
  • Workspace-scoped webhooks and keys
Integrations
SoftSwiss EveryMatrix GA4 Slack
Built for
iGaming marketing Risk & VIP teams Data & AI leads
Status
Private beta