```html Surveillance and Risk Signals Analytics • Aurora Crown Casino
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Surveillance and Risk Signals Analytics

Review incident categories, repeat issues, game protection notes, timelines, unresolved items, and reporting consistency.

1. Analytics Overview

Draft • Ready for review
Casino Name
Prepared By
Analytics Date
Reporting Period
Department Owner
Review Type
Areas Reviewed
Main Purpose
Information Source
Review Status
Final Management Review Required

2. Risk Signals Snapshot

TOTAL INCIDENT ITEMS
34
SURVEILLANCE REVIEW REQUESTS
18
REPEAT ISSUE CATEGORIES
6
OPEN CASES
7
PENDING EVIDENCE ITEMS
6
HIGH-PRIORITY RISK SIGNALS
4
AVG REVIEW COMPLETION
42 min
REPORTING CONSISTENCY
Needs improvement

3. Incident Category Analytics

Incident Category Count Main Area Trend Risk Level Management Note
Table disputes 7 Table Games Stable Medium Mostly sequence reviews, not final escalations
Cage / voucher exceptions 5 Cage / Rewards Slight increase Medium Documentation and batch matching needed
Slot ticket / machine disputes 5 Slots Slight increase Low Mostly printer, ticket, or redemption questions
Guest service incidents 6 Guest Services / Floor Increased Medium Queue and offer clarity issues repeated
Security assistance 4 Entrances / Floor Stable Low Routine support, no major escalation confirmed
Game protection notes 4 Table Games Needs review Medium Review patterns before drawing conclusions
Responsible gambling referrals 2 Casino floor Stable High Must follow official RG process
HR / staff conduct review requests 1 Back of House Open High Restricted HR process required

4. Repeat Issue Category Review

Repeat Issue Category Count Departments Involved Pattern Observed Risk Signal Suggested Management Follow-Up
Table dispute sequence reviews 5 Table Games / Surveillance Similar requests during evening peak Possible training or communication issue Review supervisor response process
Voucher and redemption questions 6 Rewards / Cage / Guest Services Promotion periods created repeated questions Guest communication risk Simplify offer wording
Rating start-time gaps 8 Table Games / Player Development Late starts during busy periods Rating quality risk Supervisor refresher
Ticket and machine disputes 5 Slots / Cage Ticket issues linked to printer or redemption questions Guest service pressure Slot technician and cage coordination
Missing documentation follow-up 6 Cage / Security / Operations Notes or signatures pending after events Control evidence risk Add end-of-shift evidence check
Security assistance at entrance 4 Security / Guest Services Routine assistance, no major escalation Monitor only Continue normal reporting

5. Game Protection Notes

Game Protection Note Area / Game Concern Type Status Risk Level Current Finding Follow-Up Needed
Baccarat large buy-in sequence review Baccarat B-02 High-value play / chip movement In progress Medium No conclusion yet Compare table notes, fills, and surveillance review
Blackjack hand settlement dispute Blackjack T-12 Table dispute sequence Pending Medium Facts not finalized Complete video review and supervisor notes
Dealer payout correction pattern Blackjack BJ-04 Procedure coaching opportunity Reviewed Low Training opportunity noted Add dealer refresher
Side bet explanation inconsistency Three Card Poker TCP-03 Guest communication Open Low Wording inconsistency reported Add side bet briefing
Rating start-time gaps Multiple games Rating control Open Medium Several late starts reported Supervisor refresher
Roulette pace during buy-ins Roulette R-01 Game pace / crowding Monitoring Low No escalation currently Review peak flow

Important: Game protection notes must remain factual. Do not state cheating, collusion, dealer fault, player intent, or staff misconduct unless officially confirmed through approved procedures.

6. Review Timeline Analytics

Average Time to Request Review
13 min
Average Review Completion Time
42 min
Longest Open Review
2 days
Reviews Completed Same Shift
12
Reviews Still Pending
6
Timeline Status
Needs follow-up on open reviews
Case / Request Incident Time Review Requested Review Completed Time to Request Time to Completion Timing Status
SURV-0512-01 8:40 PM 8:45 PM 9:20 PM 5 min 35 min Good
SURV-0513-02 9:05 PM 9:15 PM 9:50 PM 10 min 35 min Good
SURV-0514-03 10:10 PM 10:30 PM Pending 20 min Pending Open
SURV-0515-04 7:40 PM 7:55 PM Pending 15 min Pending Needs follow-up
SURV-0516-05 10:55 PM 11:10 PM In progress 15 min In progress Open
SURV-0518-07 9:42 PM 9:56 PM Pending 14 min Pending High priority

7. Unresolved Items Tracker

Unresolved Item Related Case Department Priority Current Blocker Owner Due Date
Blackjack T-12 sequence review pending INC-2026-0518-07 Surveillance / Table Games High Video review not completed Surveillance Manager 20 May 2026
Dealer statement not finalized INC-2026-0518-07 Table Games Medium Statement pending Table Games Manager 21 May 2026
Voucher batch support incomplete EXC-0514-03 Cage / Rewards Medium Batch comparison pending Cage Manager 20 May 2026
Security supervisor note missing INC-2026-0515-04 Security High Supervisor note not attached Security Manager 20 May 2026
RG referral completion confirmation INC-2026-0518-08 Compliance / RG High Official RG process restricted RG Officer 20 May 2026
HR-controlled review pending INC-2026-0518-09 HR High Restricted HR review HR Manager 22 May 2026

8. Evidence Handling and Reference Control

Evidence / Reference Item Related Case Source Department Evidence Status Handling Note Owner Follow-Up
Surveillance clip reference INC-2026-0518-07 Surveillance Pending Review request logged Surveillance Reviewer C Complete review
Table supervisor note INC-2026-0518-07 Table Games Available Draft note available Pit Manager Confirm final wording
Dealer statement INC-2026-0518-07 Table Games Pending Statement not finalized Table Games Manager Collect statement
Cage voucher report EXC-0514-03 Cage / Rewards Available Needs comparison Cage Manager Match batch totals
Security floor note INC-2026-0515-04 Security Pending Supervisor note requested Security Manager Attach note
Responsible gambling referral form INC-2026-0518-08 Compliance / RG Restricted Official procedure required RG Officer Confirm completion
HR review file INC-2026-0518-09 HR Restricted HR-controlled access only HR Manager Do not display sensitive details

9. Management Reporting Consistency

Reports Reviewed
22
Complete Reports
15
Reports Missing Timeline
4
Reports Missing Owner
3
Reports With Unclear Status
5
Reports With Risky Language
3
Reporting Consistency Status
Needs standard format
Reporting Issue Count Why It Matters Recommended Format Fix Owner
Timeline missing or incomplete 4 Management cannot see sequence clearly Require time, event, department, and status Operations Manager
Follow-up owner missing 3 Open items may not close Add owner and due date fields Shift Manager
Status unclear 5 Reports do not show open vs closed clearly Use standard status labels Surveillance Manager
Risky language used 3 May imply blame or conclusions too early Use neutral wording guide Compliance / Operations
Evidence reference missing 4 Review trail is incomplete Add evidence/reference field Surveillance Manager
Final decision not separated 2 Draft may look like final conclusion Separate facts, review points, and decisions Casino Operations Manager

10. Risk Signal Scoring

Risk Signal Current Level Reason Evidence Needed Management Response
Repeat table dispute reviews Medium Several similar evening requests Supervisor notes and surveillance references Review procedure and communication
Missing evidence references Medium Some cases lack attached notes or references Evidence status checklist Improve report format
Restricted RG / HR items High Must follow official restricted procedure Confirmation from authorized owner Keep details limited
Cage / voucher review pattern Medium Repeated batch questions Cage and Rewards reports Improve reconciliation handoff
Slot ticket issue pattern Low to Medium Repeated machine-related guest issues Machine logs and floor calls Technical follow-up
Reporting inconsistency Medium Reports vary by department Standard report template Train report owners

11. Department Follow-Up Tracker

Follow-Up Action Department Priority Owner Due Date Status Notes
Complete Blackjack T-12 surveillance review Surveillance / Table Games High Surveillance Manager 20 May 2026 Open Needed before final incident summary
Attach security supervisor note Security High Security Manager 20 May 2026 Open Open entrance support case
Compare voucher batch records Cage / Rewards Medium Cage Manager 20 May 2026 In progress $250 mismatch support
Confirm RG referral completion Compliance / RG High RG Officer 20 May 2026 Restricted Follow official RG process
Review repeated rating gaps Table Games Medium Pit Manager 22 May 2026 Open Add supervisor refresher
Standardize incident report format Operations / Surveillance Medium Mr. Omer Aktas 24 May 2026 Open Add timeline, owner, evidence, and status fields
Review risky wording in summaries Compliance / Operations Medium Compliance Officer 24 May 2026 Open Use safe language guide

12. Management Questions

Use these questions to guide your review. Mark items as reviewed for your records.

Which incident categories are increasing?
Which repeat issues appear across departments?
Which game protection notes require further review?
Are surveillance reviews being requested and completed on time?
Which unresolved items are blocked by missing evidence?
Are reports using consistent status, timeline, owner, and evidence fields?
Are any summaries using unsafe or premature wording?
Which items require compliance, legal, HR, responsible gambling, security, surveillance, or senior management review?
Which cases can close with approved documentation?
Which process should be improved before the next review period?

13. Safe Risk Signal Language Guide

Avoid This Wording Why It Is Risky Better Analytics Wording
"The guest cheated" Accuses intent before official finding "Game sequence requires review"
"Dealer caused the problem" Assigns blame before review "Dealer procedure is pending review"
"Security failed to respond" Blames department "Security response timing requires review"
"Suspicious behavior" Can imply wrongdoing "Behavior or activity flagged for review"
"Surveillance proved it" May overstate review result "Surveillance review was completed / pending"
"HR issue confirmed" Sensitive and premature "HR-controlled review is pending"
"Compliance violation" Legal/regulatory conclusion "Compliance review may be required if confirmed"

Human Review and Risk Analytics Reminder

• This app supports surveillance and risk signal analytics only.

• It does not replace official surveillance procedures, incident reports, security procedures, compliance review, legal review, HR review, responsible gambling procedures, audit procedures, regulatory reporting, or management approval.

• Risk signals are indicators for review, not final findings.

• Do not accuse guests, players, staff, dealers, supervisors, departments, or vendors.

• Separate confirmed facts, risk signals, pending review points, and final decisions.

• Sensitive HR, responsible gambling, legal, surveillance, security, or regulatory matters must follow official restricted procedures.

• Final case closure, escalation, or findings require authorized human review.

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