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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.
crypto sports betting
Mash.fun Expands Crypto Sports Betting with Player Props, Hits $1 Million in Trading Volume
Mash.fun, the innovative crypto-powered sports trading platform, has officially launched its first player props markets, giving users a new way to trade the performance of individual athletes.
The move comes as Mash.fun celebrates a major milestone, surpassing $1 million in total traded volume.
The new player props feature enables users to speculate on metrics like the aggregate minutes of goals scored by a specific player. For instance, if a player such as Erling Haaland scores in the 61st and 82nd minutes, the market settles at 143. This approach allows traders to long or short individual player performances, offering a more precise and interactive betting experience compared to traditional match outcomes.
“Player props are a natural evolution for Mash.fun, allowing our users to engage with sports betting in a more nuanced way,” said a spokesperson for Mash.fun. “Hitting $1 million in traded volume within weeks highlights strong demand for this innovative trading model.”
Mash.fun combines the user experience of top Gen Z trading apps with sports betting, featuring unique scalar markets, leveraged positions, and dynamic crypto charts. Built on the Solana blockchain, Mash.fun merges the speed and transparency of crypto with the excitement of live sports trading.
In addition to player props, Mash.fun recently introduced Shirts markets, where users trade indices based on the aggregate shirt numbers of goalscorers, further expanding its creative and engaging market offerings.
For more information, visit Mash.fun and explore the future of crypto sports trading
The post Mash.fun Expands Crypto Sports Betting with Player Props, Hits $1 Million in Trading Volume appeared first on Eastern European Gaming | Global iGaming & Tech Intelligence Hub.
Africa
Logifuture’s Simulate Forecasts Morocco AFCON Glory After 1,000 Final Simulations
Logifuture’s innovative Simulate sportsbook product has crunched the numbers ahead of the Africa Cup of Nations (AFCON) 2026 final, running the decisive clash between Morocco and Senegal 1,000 times to predict a winner. The results point firmly toward the hosts, with Morocco emerging as favourites to lift their first AFCON title in more than 50 years.
Simulate, Logifuture’s cutting-edge virtual sports betting feature, delivers fast-paced simulations across football and basketball, offering instant results or gameplay over 10- and 30-second intervals. Players can run up to 15 simulations simultaneously, creating a constant stream of betting opportunities and immersive engagement.
AFCON Final Simulation Results: Morocco vs Senegal
According to Simulate’s data-driven modelling, Morocco won 433 of the 1,000 simulated finals (43.3%), while Senegal claimed victory 283 times (28.3%). The remaining simulations ended level after 90 minutes, highlighting the fine margins expected in the final at the Prince Moulay Abdellah Stadium.
Goals are predicted to be at a premium. In line with Morocco’s defensive solidity during the tournament, 67% of simulations (633 matches) finished with under 2.5 goals, reinforcing expectations of a tense, tactical contest.
Early momentum could prove decisive. Only 5% of simulations saw a team recover from a half-time deficit to win in regulation time. Given that Morocco have conceded just once during the tournament, Senegal could face an uphill battle if they fall behind early.
Draws may also shape the outcome, with 28% of simulated matches tied after 90 minutes. Morocco’s resilience under pressure was already demonstrated in their semi-final triumph over Nigeria, where they prevailed 4–2 on penalties.
Third-Place Play-Off: Nigeria vs Egypt
Logifuture’s Simulate also analysed the AFCON third-place play-off between Nigeria and Egypt, running the fixture 1,000 times. The Super Eagles emerged victorious in 467 simulations (46.7%), while Egypt won 333 times (33.3%), with the remaining matches requiring extra time.
Low-scoring outcomes dominated the simulations. Only 267 matches featured over 2.5 goals, while 467 ended with a single goal, underlining expectations of another tightly contested encounter. Goalless draws were rare, occurring in just 67 of the 1,000 simulations, suggesting a breakthrough is likely before full time.
Boosting Sportsbook Performance with Simulate
Beyond predictions, operators using Logifuture’s Simulate have reported sportsbook GGR increases of up to 5%, driven by advanced predictive modelling and enhanced player engagement. By delivering personalised betting experiences and real-time insights, Simulate helps operators optimise offers, improve retention, and drive sustainable long-term growth.
As AFCON 2026 reaches its climax, Logifuture’s Simulate continues to demonstrate how data-led virtual sports betting can enhance fan engagement while delivering measurable commercial impact for sportsbook operators.
The post Logifuture’s Simulate Forecasts Morocco AFCON Glory After 1,000 Final Simulations appeared first on Eastern European Gaming | Global iGaming & Tech Intelligence Hub.
Cash Collect Mechanic
Red Papaya Launches Nova Blast Ultra: A Cosmic Slot Adventure via Microgaming
Red Papaya, the vibrant flagship studio powered by Microgaming, has officially launched its latest blockbuster title: Nova Blast Ultra. Strapping players into a high-octane journey to the farthest reaches of the galaxy, this cosmic release blends high-end cinematic production with a suite of volatile mechanics.
Set against a backdrop of radiant space diamonds and blazing asteroid fields, the game promises a “white-knuckle ride” through deep space, where galactic wins shine brighter than the stars.
Interstellar Mechanics & Dazzling Rewards
Nova Blast Ultra is engineered to deliver futuristic precision and explosive potential. The game features an expansive 6,400 ways to win, ensuring constant action across the reels.
Key gameplay features include:
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Nova Blast Cash & Jackpot Collection: A futuristic evolution of the popular collection mechanic. Hidden within the nebula-rich treasure zones are five static Jackpots, with the top prize reaching a stellar 2,500x the bet.
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Energy Core Multipliers: Collect Energy Cores to boost your Cash Multiplier. In the base game, multipliers reach up to 5x, while the Free Spins round rockets this potential up to 10x.
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Nova Blast Respins: Trigger enhanced respins that clear the board for the coveted Cash and Jackpot symbols, supercharged by Random Multiplier Energy.
Choose Your Orbit: Quantum Customization
For players seeking full control over their mission, landing Bonus symbols or filling the Quantum Meter triggers the Choose Your Nova Blast Free Spins. This feature allows players to select their own orbit, balancing the number of Free Spins against the frequency of Cash symbols.
The “space storm” intensifies during this round, where retriggers and surge respins work together to push the Cash Multiplier toward its dazzling 10x peak.
A New Standard for High-Production Slots
The high-stakes gameplay is complemented by out-of-this-world animations and a pulsating electronic soundtrack that keeps the momentum high.
Madelein Ozok, Head of Studio at Red Papaya, commented on the launch:
“Nova Blast Ultra is our most explosive slot to date. It captures the essence of Red Papaya—thrilling gameplay, big sound, and striking animations. We’ve combined creativity with deep data analytics to ensure this hits the mark with players spin after spin. We can’t wait to see it navigate its way to the top of casino lobbies.”
The post Red Papaya Launches Nova Blast Ultra: A Cosmic Slot Adventure via Microgaming appeared first on Eastern European Gaming | Global iGaming & Tech Intelligence Hub.
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