Gamblorium is an independent online casino affiliate platform committed to helping players make well-informed choices. Since 2020, we have combined editorial expertise, real player input, market data, and a proprietary rating framework built on 100+ parameters. We use Artificial Intelligence (AI) to enhance quality, speed, and consistency – never to replace expert judgment. This policy explains where and why we use AI, how we keep it fair and reliable, and the safeguards we apply to protect our users and our editorial integrity.

About Gamblorium

Gamblorium operates as a trusted affiliate platform, listing and reviewing real money online casinos with transparency and independence. Our mission is to provide unbiased insights, accurate comparisons, and fair ratings for players worldwide. Learn more about our methodology on the How We Rate page and about monetization in our Advertiser Disclosure.

Why We Publish an AI Policy

AI is useful only when applied transparently and with clear accountability. This page sets out our standards so readers know how AI supports our work and what controls we use. By making these standards public, we show how technology strengthens our processes instead of replacing expert oversight.

These standards ensure AI strengthens our independence and readers’ trust, rather than substituting expert judgment. The policy also gives players clarity about how our methods are unique compared to other casino review platforms.

Where We Use AI

We apply AI in a few clearly defined areas. Its role is to assist our team by automating repetitive work, surfacing insights, and speeding up analysis – not to replace human expertise. Each use case is carefully designed to bring players more reliable and timely guidance.

  • Content support (not generation): Experts write all reviews and articles. AI assists with reference discovery, fact-checking, and summarization. In some casino reviews, AI may produce an additional verdict from structured data; such verdicts are clearly labeled as AI-generated.
  • Analytics & ratings: AI helps process large datasets for the Gamblorium Rating and internal analytics, improving consistency and reducing human error. Final weighting and editorial decisions remain human.
  • Moderation: AI assists with spam filtering, toxicity checks, contact-form routing, and summarization to speed up human review.
  • Personalization: Where permitted, AI uses declared preferences and on-site behavior to suggest relevant casinos, bonuses, or guides (including optional email suggestions). Personalization never restricts choice.

In every case, AI is strictly a support tool. Final responsibility always rests with our editorial experts, who validate, fact-check, and approve all outcomes. This balance ensures that the benefits of AI reach players without ever compromising independence or trust.

Human Oversight & Editorial Integrity

Editorial review is mandatory for any AI-assisted output. We believe that AI can highlight useful signals, but human experts must always interpret and validate them. This combination brings together efficiency with accountability.

  • AI never publishes directly to the website.
  • Editors verify facts, cross-check sources, and assess reasonableness.
  • Subject-matter experts approve conclusions before publication.

This workflow keeps our content accurate, balanced, and aligned with our editorial standards. It also ensures that our players receive trustworthy guidance grounded in human expertise.

Transparency & Labelling

Readers should know when AI contributed to a conclusion and what inputs were used. We therefore label and explain AI involvement, providing clarity instead of leaving room for assumptions. Transparency is a cornerstone of trust.

  • Clear labels indicate AI-assisted verdicts or analysis.
  • We describe the input basis (e.g., structured casino features, benchmarks).
  • Monetization never influences AI outputs.

By offering these disclosures, players can understand not only that AI was involved, but also how and why. This openness helps differentiate Gamblorium from platforms that use AI without explanation.

Data & Privacy

We use AI with data minimization and appropriate safeguards. Personal data is handled carefully and only where necessary. Our goal is to protect user trust while still delivering tailored and relevant experiences.

  • Limited user-related data may be processed for personalization, analytics, and moderation.
  • No personal user data is shared directly with third-party AI models.
  • Aggregated or anonymized analytics may run via trusted systems (e.g., Google Analytics, Keitaro, Hotjar, Meta Pixel, Google Ads).
  • We comply with GDPR and applicable local laws, and we obtain consent where required.

For details on data handling and choices, see our Privacy Policy and Cookie Policy. These policies explain how your data is collected, stored, and used, giving you full visibility and control.

Model Governance & Quality Controls

All AI tools we use are evaluated before and after deployment to ensure reliability and fairness. Our governance framework makes sure that technology serves players’ interests instead of dictating them.

  • Tooling mix: We combine third-party models with proprietary algorithms for ratings, analytics, and moderation.
  • Testing: We run gold-standard checks, regression tests, and editorial benchmarks prior to production use.
  • Bias mitigation: We monitor for skew and adjust data, prompts, thresholds – or remove tools – when needed.
  • Auditability: We retain the materials needed (where lawful) to review significant AI-assisted outcomes.

This governance helps us maintain consistent quality as models and datasets evolve. It also ensures that player trust is reinforced with every update we implement.

Limitations of AI (What We Do Not Do)

To avoid misuse and overreliance, we set clear boundaries on AI’s role. These restrictions help us draw a line between assistance and substitution, keeping our work honest and expert-driven.

  • We do not auto-generate and publish reviews or articles without expert authorship and editorial review.
  • We do not let AI override expert judgment or our published methodologies.
  • We do not use AI to manipulate ratings, rankings, or user behavior.
  • We do not sell or disclose personal user data to AI vendors.

By enforcing these limits, we keep AI as an assistive tool – never a substitute for expertise or ethics. This protects the integrity of our platform and the interests of our readers.

Benefits for Players

Used responsibly, AI improves the usefulness and timeliness of our guidance. It complements expert judgment by spotting nuances and enhancing analysis, ultimately helping players make better decisions.

  • Faster updates and deeper analysis across 100+ rating parameters.
  • A complementary perspective that can surface subtle patterns humans might miss.
  • More consistent, reproducible rankings with lower risk of human error.
  • Optional, relevant recommendations tailored to player interests.

The result is clearer, more actionable information – without sacrificing independence. Players benefit from both speed and accuracy, supported by a foundation of transparency and expert oversight.

Methodology Alignment

AI complements – but does not define – our rating framework. Final ratings blend expert analysis, player feedback, market data, and AI-assisted signals. This balance ensures that technology strengthens, rather than replaces, the human insight at the heart of our methodology.

Updates to This Policy

We review this AI Policy periodically to reflect changes in technology, regulation, and practice. Each update is designed to keep our approach relevant and aligned with both legal standards and player expectations. The latest version is always available here, with a clear “last updated” date.

Contact

Questions about our use of AI? Please visit our Contact page or email us at info@gamblorium.com. We welcome feedback and are open to discussing our approach further with any interested reader.