Tacnode™
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The Next-Day Alert

The safer-gambling indicators come from last night’s warehouse load, so today’s play shows up in tomorrow’s report.

Last night’s load finishes. This customer usually stakes about $200 a day.

What’s true
$0
The warehouse
$0
reads
Decision
Let the next deposit through without a check-in?
waiting

Illustrative figures.

Where this shows up

Safer gamblingAlerts that have to fire while the customer is still playing.
Loss limitsA limit only works if it counts every bet up to the last one.
Affordability checksSpend compared with what the customer can afford, during the session.
Leveraged retail tradingA trader on margin losing much faster than usual.

Why the warehouse gets it wrong

00:0012:0018:00midnight06:00usual day ≈ $200staked $1,600what the check sees: nothing since midnight17:10 depositFLAGGED IN TOMORROW’S REPORT

Most risk indicators are computed in the warehouse because they need history: a customer’s usual stake, their recent losses, how often they deposit. The load runs overnight, so the indicators describe yesterday. A customer having the worst afternoon of their year doesn’t show up until morning.

By the time the decision ran, its context was outdated. We call that a context gap.

Compare today’s play with the customer’s history while they’re playing.

00:0012:0018:00midnight06:00usual day ≈ $20017:10 deposittoday vs. usual, on every betCHECK-IN BEFORE THE DEPOSIT

Bets and deposits stream into Tacnode next to the customer’s history. Every bet and deposit is checked against what’s usual for that customer, and the check-in is recorded so the next check knows it already happened.

What comes inSource data arrives via change streams, and decision state is written to Tacnode.
What staysThe warehouse keeps the history and the regulatory reports.
What the decision getsAlerts fire during the session, while they can still help.
If an engineer asks how

Today’s totals are computed on demand against current data and compared with history held in the same tables. Heavier indicators can be views refreshed on a schedule you set.

Questions to put to your team

  1. If a customer stakes far past their pattern today, when does your safer-gambling check see it?
  2. Which of your risk indicators come from the overnight load?
  3. What does your regulator expect you to catch during the session?

Is your safer-gambling check telling this lie?

Bring it to a demo, and we’ll trace what it reads and how old that data is by the time it runs.

Book a demo →
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