Player profile, game events, transactions. Everything flows through Kafka into ClickHouse - feeds segmentation and analytics.
In-house (DRS)
Aurora PostgreSQL
AWS DMS
S3 (Parquet)
Kafka
ClickHouse
DynamoDB
RFM (Recency, Frequency, Monetary), behavioral segments, cohort analysis. Currently in PoC stage - production segmentation on ClickHouse not yet live.
In-house (DRS)
ClickHouse (player_segments)
dbt
Kafka topics
Metrics PoC - Streamlit
External / Market
Optimove
Fast Track CRM
Symplify
Triggered and scheduled sends via Email, SMS, WhatsApp and internal channel (Popup, Push, Notification Center). Journey builder - Event Processor in DRS CRM.
In-house (DRS)
DRS CRM (custom)
Email / SMS / WhatsApp
Popup / Push / Notification Center
Event Processor (journey)
External / Market
Fast Track CRM
Symplify
Optimove
Customer.io
Personal managers, manual handling, exclusive terms. Rank (VIP Level) in GameX is assigned automatically by XP - then a human takes over.
In-house (DRS)
GameX Ranks
BackOffice
Grafana
VIP Level Up triggers
External / Market
Salesforce CRM
Pega
HubSpot
Withdrawal speed, UX, KYC (Know Your Customer), support. Retention doesn't own this, but players churn here - if something is slow or verification fails.
In-house (DRS)
BackOffice
KYC / verification
Notification Center
AWS ECS / ALB
External / Market
Zendesk
Intercom
Sumsub (KYC)
Onfido (KYC)
Players come back on their own - because of an active Spin Rally, accumulated coins, or an open collection. No push needed.
In-house (DRS)
Spin Rally
GameX coins
GameX Shop
Collections
External / Market
Smartico
Promofy
Swintt
GameX: coins for activity, Ranks as VIP levels, Boosters to accelerate progress, Shop to exchange coins for free spins and bonuses.
In-house (DRS)
GameX (custom)
Ranks / VIP Levels
Boosters
Shop + Prizes
Aurora PostgreSQL
External / Market
Smartico
Promofy
Open Loyalty
Cohort retention, LTV (Lifetime Value), churn rate, campaign ROI. Pipeline in production (ClickHouse + dbt + Grafana), Superset still local, campaign-level analytics - gap.
In-house (DRS)
ClickHouse (39 marts)
dbt (34 models)
Grafana (live)
Superset (local)
Affilka API
External / Market
Tableau
Looker
Amplitude
Mixpanel
Bonus accrual and control: wagering, free spins, cashback, promo codes. Serves CRM, Loyalty and Gamification. Fully in-house on DRS.
In-house (DRS)
DRS (custom)
External / Market
Promofy
EveryMatrix BonusEngine
SoftSwiss Bonus System