Alchemy Services
Demo · synthetic data
Online gaming · Problem → build → solution

Queues your licence depends on, on the clock.

How an operations and compliance dashboard gets built for a licensed operator: the problem as the compliance team described it, the build replayed step by step, and the working result underneath. "Corsair Interactive" and every account here are fictional — the workflow is the real one.

Stage 1 · Dissolve

The problem

As the head of compliance described it
  • Three systems, no single queue.KYC lives in the platform back office, payments exceptions with the PSP, safer-gambling flags in the CRM. The team stitches them together in a spreadsheet, twice a day.
  • Cases age quietly.An EDD case waiting on a customer looks identical to one waiting on an analyst — until it breaches SLA and becomes a finding.
  • Audit prep is archaeology.When the regulator asks "why was this account handled this way?", the answer is scattered across inboxes and memory.
Before: "compliance_queues_TUES_pm.xlsx"
KYC backlog (from back office export)210? (this morning)
EDD casesunknown — check email
PSP exceptionsin Dana's inbox
Oldest case age"probably fine"
Stages 2–3 · Separate & recombine

Watch the build

Recreated build sequence · real workflow, synthetic data
01 · Dissolve
Map the three systems
Back office, PSP, CRM
02 · Separate
One case ledger
Every case, every clock
03 · Recombine
Triage & evidence
AI pre-sort + audit trail
04 · Perfect
Ship hourly
Oldest cases first, always
claude-code — corsair-compliance-ops replay
Stage 4 · Perfect

The result — refreshed hourly

Synthetic accounts
Verification queue
142
▲ cleared 61 yesterday
Oldest case
64h
▼ SLA is 72h — tight
Safer-gambling reviews
23
— 4 escalated to team lead
Docs auto-triaged
87%
▲ analysts see only exceptions
Cases nearest the clockTypeWaiting onAge / SLAStatus
ACC-88412Two document resubmissions — third request drafted EDD · source of fundsCustomer64h / 72hEscalate
ACC-90177Deposit pattern change triggered affordability review Safer-gambling reviewTeam lead sign-off41h / 48hEscalate
ACC-89923Address document blurred — auto-detected, reissue sent Standard KYCCustomer28h / 72hOn track
ACC-90301Cleared after auto-match of new document set Standard KYC6h / 72hCleared