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Certification Program 4 hours

Maximising the Value of Data Insights

Using Data to Detect and Prevent Harm

Turn behavioural data into early-warning infrastructure.

Duration
4 hours
Credential
GamblePause Certified — Insight Practitioner
4 CPD credits
Audiences
6 role-based cohorts
Delivery
3 formats available
Course overview

What this program is.

A practitioner course for data, risk, and product teams on building, calibrating, and operationalising harm-detection signals from behavioural data.

Learning objectives

Core capabilities you'll build.

Every objective maps to a real operational scenario covered in the program.

01

Define harm signals appropriate to your product and market

02

Build calibration and false-positive controls into detection

03

Operationalise signals into intervention workflows

04

Report responsibly to executives and regulators

Target team

Who this program is for.

Built for the cross-functional teams who shape the player experience day-to-day.

Data Analysts & BI Teams
Risk & Fraud Teams
Compliance & Responsible Gambling Teams
Product & Tech Teams
CRM & Marketing Analysts
Senior Management (strategic oversight)
Why this matters operationally
"Data enables early detection, accountability, and scalable intervention strategies. Without it, responsible gaming is reactive, anecdotal, and unauditable."
Learning outcomes
  • A working harm-signal taxonomy and detection backlog
  • Clear handoffs from analytics to intervention teams
  • Board-ready responsible-gaming reporting cadence
Delivery formats

How we deliver this program.

Half-day workshop
Technical clinic
Data-team accelerators
Training schedule

When and how this runs.

Sessions are scheduled around your operational rhythm. Private cohorts available on request.

Format
Half-day workshop (4 hours) with hands-on data clinic
Cadence
Monthly virtual cohorts; on-site accelerators on request
Cohort size
Up to 16 analysts, product, and risk practitioners
Assessment
Signal design exercise + intervention workflow review
Expert perspective
"Behavioural data is the cheapest, fastest early-warning system any operator will ever own. The question is whether you have the discipline to act on what it tells you."
Dr. Heather Wardle
Associate Professor, University of Glasgow; gambling researcher
Certification

GamblePause Certified — Insight Practitioner

For data and analytics professionals operationalising harm detection.

4 CPD creditsRenewableAssessment-based
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