We craft and help you launch a holistic yet practical data governance framework across executive, management and operational levels, ensuring consistent and high quality data that is crucial for enabling advanced analytics and AI. Mantel Group’s experts have practical experience and have had successes not only in building practical and modern frameworks, but also in effectively socialising and implementing the framework.

These are the most important pillars for managing and governing organisational data. A structured approach and strategies to uplift data quality, manage master data and embed metadata (data about data) are key for organisations to move towards using AI/ML. There are huge benefits to be realised across the enterprise (not just projects) when they are done properly and our experts can show you how.

Mantel Group’s data management experts understand there is no “one size fits all” solution to data & AI governance, so we always aim to understand your position first. We have robust and tested methodologies and frameworks that can quickly assess our client’s readiness in pursuing your data journey towards AI.

Adversarial AI is a set of techniques used to deceive AI systems by exploiting vulnerabilities in the AI model. The impact is costly as the systems can be tricked into making erroneous decisions that favour the attacker’s motives. Most companies do not consider the potential damage and therefore do not implement any strategies to account for Adversarial AI attacks. Our experienced consultants assist our clients in examining the readiness to mitigate these unique risks and assist our clients to secure ML models from adversarial attacks.

Biases can potentially derail or fail a multi-year / multi-million-dollars analytics projects so it is important to stay regulatory-compliant while performing continuous ethical audits throughout the enterprise data lifecycle. Our experts possess both theoretical knowledge and practical experience in this space.

Technology has grown in leaps and bounds especially with the advancements in the Big data landscape. Our clients are often confused about the myriad of options available in the market to uplift their data management capabilities, so they seek our advice. Our experienced consultants and technical specialists assist our clients in selecting tools that are fit for purpose, future proof and help them in rolling out the same.