Lintvern

Data & Analytics - SI

Lintvern connects to your existing data warehouse and generates daily player scores: bonus abuse risk, promo sensitivity, churn likelihood, and VIP uplift, written back directly as CRM attributes. No platform migration. No rip-and-replace. Our proprietary scoring model has achieved .85 AUROC on real operator data. Operators typically waste 15-25% of bonus spend on players who extract value without converting. We make that spend targetable. We work with operators and technology providers across the UK, Malta, Nordics, and emerging markets. The pipeline is fully automated from data ingestion through scoring to warehouse write-back. Engagement starts with a free one-week scan on your own data, you see flagged players with explanations and a financial estimate before any commitment. Description: Lintvern is a player intelligence scoring layer for iGaming operators. Our proprietary AI model connects to your data warehouse and generates daily scores across four dimensions: bonus abuse risk, promo sensitivity, churn likelihood, and VIP uplift potential. USPs: Data never leaves your warehouse, scores via write-back, REST API, or flat file No platform migration, no disruption to existing CRM workflows .85 AUROC achieved on real operator data Proven on operators across UK, Malta, Nordics, and emerging markets through technology partnerships Workflow: Ingestion from your warehouse → daily scoring → scores written back as CRM attributes → your team uses them in whatever tool they already have. Pricing: Free one-week scan to prove value on your own data. Vision: Every iGaming CRM decision backed by player-level prediction scores, not segment averages. Benefits: Cut 15-25% bonus waste by targeting only genuine value players Reduce churn with timely, score-triggered interventions Increase promo ROI without increasing spend Description: Lintvern's data layer connects directly to your existing warehouse (Snowflake, Redshift, BigQuery) and processes player behavioral data without moving it outside your infrastructure. Service: Daily batch scoring pipeline, ingests raw event and transaction data, outputs structured player score attributes ready for CRM segmentation. USPs: Zero data movement: all processing runs inside your warehouse Scores across bonus abuse, churn, promo sensitivity, VIP uplift updated daily REST API under 100ms for real-time decisioning alongside batch scores Workflow: Raw player data in your warehouse → Lintvern scoring pipeline → score attributes written back → CRM segments built on top of live scores. Partners: Live through technology partnerships with platforms and CRM providers across regulated markets. Vision: Operator analytics that are predictive by default, not dashboards reporting what happened, but scores predicting what will. Benefits: No new data infrastructure required Works alongside any CRM already in use Proven accuracy on real iGaming operator data (.85 AUROC)