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The Importance of Data Quality Review Checks in the Gaming Industry

By Lorenzo Nardini, Head of Technical Compliance and Maths Services
In the dynamic world of online gaming, data plays a pivotal role. Databases containing personal and financial information, often referred to as “Safe” databases, serve as the backbone of any gaming platform.
In this short article, I focus on control databases (CDBs) – that is how Safe databases are referred to in the Dutch landscape – and why it is important to ensure their completeness, accuracy, and consistency through continuous data quality review. In any case, the topics here covered apply to most regulated markets.
Control databases contain critical information related to player accounts, financial transactions, game rules, and security protocols. Essentially, they ensure the smooth functioning of the entire gaming ecosystem. It is no wonder that the Dutch regulator (KSA) enforces specific technical regulations on them and often perform audits on these systems that can result also in fines in cases errors are detected.
Data quality review checks
Data quality review checks play a pivotal role in maintaining the integrity of control databases, ensuring continuous compliance. Here are some key reasons why they are essential:
- Accuracy and Consistency: Control databases handle vast amounts of data, including player profiles, game logs, and financial records. Ensuring accurate and consistent data is crucial for fair gameplay, financial transparency, and regulatory compliance.
- Player Experience: Imagine a player losing progress due to a database glitch or loss of connectivity. Such incidents can lead to frustration and loss of trust. Data quality checks ensure that the control database is correctly functional, and the information therein contained can be used to handle such incomplete games, enhancing the overall player experience.
- Regulatory Compliance: Gaming companies must adhere to strict regulations regarding data privacy, security, and fairness. Regular reviews ensure compliance with industry standards and legal requirements.
Most importantly, regular reviews can help gaming companies reducing the risk of an unsuccessful audit that could typically lead to a fine and negative PR.
Ideally, data quality reviews should be ongoing. Real-time monitoring is crucial for identifying issues promptly. Additionally, scheduled audits—monthly or quarterly—help catch any long-term discrepancies or trends.
Key areas of data quality reviews
When performing checks on the quality of CDBs, the following are the main areas to consider:
- Data Completeness: Ensure that all necessary fields are populated correctly. Missing or incomplete data can lead to errors downstream.
- Data Accuracy: Cross-check data against reliable sources. For example, player balances should match financial records.
- Data Consistency: Verify consistency across different databases and systems. Inconsistencies can cause confusion and operational inefficiencies.
Starting from the specific Dutch case and then expanding to other markets, here at ComplianceOne Group we have developed a data quality review service using our experience in dealing with this form of analysis. Leveraging feedback obtained directly from regulators, we created a testing procedure that performs the following:
- Tests on triggering reports from staging environment. We access the client’s staging environment with test accounts and perform actions that are aimed at triggering specific reports in the control database. We then check that these have been correctly generated and that they contain all necessary information, checking their accuracy against the back-office.
- Data quality tests on production environment. We download a large number of reports directly from production and run a battery of tests that we have designed and that is tailored specifically at checking completeness and consistency of the information contained in the control database.
All findings are promptly reported to the client and, if needed, we can assist with solving any issues found.
Conclusion
When I started being exposed to control databases, I understood that for many this is a very technical area and that maintaining this environment functioning correctly can be quite cumbersome. Nevertheless, a commitment to data quality is a necessary for ensuring continuous compliance of gaming platforms. If you are interested in running regular data quality reviews, or even just a one-time overall check, contact me and I will be happy to assist!
The post The Importance of Data Quality Review Checks in the Gaming Industry appeared first on European Gaming Industry News.
Australia
RTG Announces Evive Australia as the First Innovation to Take the Stage at Pitch!

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Regulating the Game (RTG) has announced Evive Australia as the first innovation to take the stage at Pitch! – part of the annual RTG gathering in Sydney in March.
The event will take place at the famous Sydney Opera House on 9 March 2026, as part of the sixth edition of the international regulatory and industry conference.
Evive is an app designed to help people change how they play or seek support for gambling harms. Created by Sam DeMello, a tech specialist drawing on his lived experience of gambling harm, and supported by Jay Robinson, a safer-gambling expert with over two decades of harm-minimisation and prevention experience, Evive Australia aims to deliver personalised tools, resources and pathways for anyone seeking to reduce risk or access help.
“Evive brings together real-world experience, clinical expertise and technology to create an accessible and credible platform for change. Pitch! was conceived to spotlight exactly these kinds of innovations – ideas that challenge convention, improve safeguards and reimagine the future of regulation and industry practice,” said Paul Newson, Principal at Vanguard Overwatch and founder of Regulating the Game.
“Evive isn’t just another app, it’s a bridge between lived experience, behavioral science and practical support. It shows that compliance and compassion can coexist, and when they do, everyone benefits. The app gives regulators and operators confidence in credible harm reduction tools, while giving people a safe, stigma free path to change,” Robinson said.
The post RTG Announces Evive Australia as the First Innovation to Take the Stage at Pitch! appeared first on European Gaming Industry News.
bet365
Hacksaw Gaming Goes Live with bet365 Brazil

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Celebrating yet another market expansion together, Hacksaw Gaming and bet365 are now live in Brazil, via Light & Wonder.
Currently sporting their very own superhero in the form of the branded Spinman slot, bet365 Brazil users can look forward to an array of Hacksaw Gaming slots becoming available very soon.
Hacksaw and bet365 already boast a long-standing partnership, with content live in a notable amount of markets, including Mexico, Ontario and the UK. This is yet another standout go-live that highlights both their relationship and their shared ambition of bringing innovative, quality content to users worldwide. By continuing to expand alongside industry leaders like bet365, Hacksaw reinforces its commitment to delivering boundary-pushing content to players worldwide, while strengthening its position as a key supplier in regulated markets.
A spokesperson at bet365 said: “We’re thrilled to extend our partnership with Hacksaw Gaming into the Brazilian market. Our players are always looking for fresh and engaging content, and Hacksaw’s portfolio has proven time and again to deliver exactly that. We’re confident this expansion will be a big hit with our growing audience in Brazil.”
Marcus Cordes, Operational CEO of Hacksaw Gaming, said: “Going live with bet365 in Brazil is a proud moment for us. Latin America is a key growth region for our industry, and to expand with one of the biggest names in the industry showcases the strength of our content and the trust we’ve built through our partnership. We look forward to entertaining new players with our unique and innovative titles.”
The post Hacksaw Gaming Goes Live with bet365 Brazil appeared first on European Gaming Industry News.
Africa
Shacks Evolution Announce Strategic Partnership with Moja Group

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Shacks Evolution Studios, a leader in mobile-first gaming innovation, has announced a strategic partnership with Moja Group Inc., the parent company of Mojabet, one of Africa’s top online betting platforms.
This collaboration aims to redefine Africa’s iGaming experience through locally inspired, high-performance digital entertainment. As part of this partnership, Shacks Evolution Studios is launching two exclusive instant games: Mojawheel and Moja Citadel fully customised for Mojabet users.
These titles will be accompanied by a broader rollout of Shacks Evolution’s instant games portfolio, now accessible to audiences across multiple African markets.
“At Shacks Evolution Studios, we believe in creating games that resonate with the environment and culture of the people playing them. This partnership with Moja Group allows us to bring cutting-edge gameplay to millions while staying true to the realities of Africa’s digital landscape, including low network availability and diverse cultural tastes,” said Kwame Mensah, CEO of Shacks Evolution Studios.
“This collaboration is about more than just gaming, it’s about celebrating African creativity and delivering world-class entertainment with a local touch. By working closely with Shacks Evolution Studios, we are offering our Mojabet users something truly unique, games that feel like they were made just for them,” said Amina Diallo, Chief Marketing Officer at Moja Group Inc.
The post Shacks Evolution Announce Strategic Partnership with Moja Group appeared first on European Gaming Industry News.
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