Edge Demonstration Environment — Synthetic data for presentation and certification.

Player 360

vipRisk: Review

Melissa Williams

Player ID ••••47d5fbTitan Affiliate 2Since 11/11/2025Last activity 6/23/2026
Payments Bonus

Player Snapshot

What kind of player is this?

Financial, product, promotional, and risk context from supported player records.

Financial Relationship

CURRENT

USD -34,905

Known player value

Sportsbook

CURRENT

USD 17,527

20 bets · -86.8% margin

Casino

CURRENT

USD 9,280

30 · GGR USD -19,692

Bonus

UNAVAILABLE

USD 0

0 received · Unknown

Behavior / Risk

PARTIAL

Churned

85 · 50% confidence

VIP / High valueHigh

Edge Intelligence

What does Edge think matters?

Current supported player intelligence, separated from unavailable evidence.

Drill through
OVERALLMedium · 50%

Recency

Cause / Evidence

134 days inactive vs adaptive threshold 14 days.

Impact

Contribution +25

Action

Consider reactivation campaign candidate if compliant.

Confidence

Medium · 50%

Viewing: OverviewLoaded from authorized player data

Product Relationship

Where is this player active?

Payments

UNAVAILABLE

USD 0

0 deposits

Drill through

Sportsbook

CURRENT

USD 17,527

20 bets

Drill through

Casino

CURRENT

USD 9,280

Playtech, Betsoft, BGaming, Spribe providers

Drill through

Bonus

UNAVAILABLE

USD 0

0 awards

Drill through

Historical Baseline

Player now vs this player historically

Only this player’s loaded baseline is used; population averages are not substituted.

Handle $17,527 vs $0; bets 20 vs 0; Live 0; BetBuilder 5.

SPORTSBOOK

Historically

Sportsbook behavior changed against this player baseline.

Direction

USD 17,527

Review

Review sportsbook detail before intervention.

Increasing casino activity vs player baseline.

CASINO

Historically

Casino activity changed against this player baseline.

Direction

USD 9,280

Review

Review observed casino activity.

Increasing average wager vs player baseline.

CASINO

Historically

Casino activity changed against this player baseline.

Direction

USD 9,280

Review

Review observed casino activity.

New provider adoption: BGaming, Playtech, Spribe.

CASINO

Historically

Casino activity changed against this player baseline.

Direction

USD 9,280

Review

Review observed casino activity.

Recent Activity

What is happening now?

TimeDomainEventValue
6/23/2026depositdepositUSD 3,976
6/23/2026withdrawalwithdrawalUSD 874
6/23/2026depositdepositUSD 4,008
6/23/2026depositdepositUSD 3,866
6/23/2026withdrawalwithdrawalUSD 787
6/23/2026depositdepositUSD 1,818
6/23/2026depositdepositUSD 3,790
6/23/2026casinogameplayUSD 210

Review Queue

Relevant opportunities and recommendations

Unavailable

No recommendation

No current supported recommendation is linked to this player.

Unavailable

No decision

No decision is linked to this player.

Confidence

Source confidence near the work

PAYMENTSSPORTSBOOKCASINOBONUSPREDICTIVE MODELOPERATOREDGE DERIVED4 limitations
  • • Withdrawal processing-time analysis requires requested plus approved/completed timestamps; current records do not provide complete lifecycle timestamps.
  • • Player lifecycle is shown as player-level financial context only because explicit deposit-to-bonus-to-wager relationship IDs are not present.
  • • No explicit deposit-to-bonus-to-activity-to-withdrawal relationship IDs are available; relationships are not manufactured from shared player ID.
  • • Churn confidence reduced because current activity data appears stale.