AI life cycle management as a service
Readiness assessment
Just getting started with AI? We can provide information on the risks an organization needs to address to be AI ready. We do this by assessing the current and desired levels of AI maturity. We then perform a risk and gap assessment to establish the as-is AI maturity level. Based on the as-is maturity level we provide a high level report of the artificial intelligence readiness of your organization categorized into three main domains: people, processes and technology. The readiness assessment will be the input to establish an AI strategy.
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A.I. Risk Workshops
Find out how your organization can leverage the power of AI. The Technology and digital risk team offers the opportunity to brainstorm about the roles and risks of AI within your organization together with our experts in the field. We will discuss your business and processes and identify potential AI related risks. We will then help you develop a risk control framework and look for program and project investments which can create value within your organization by using this framework.
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A.I. Audits
When your AI processes have been implemented, there are still a great deal of risks to overcome. These can range from IT and cyber security as well as compliance and ethics. We can help you gain assurance over the implemented IT and business cycle controls with relation to AI. We assess controls related to identity and access management, data integrity, IT operations & processes and business continuity. Based on this assessment we provide recommendations to improve your AI control framework to increase the level of artificial intelligence maturity within your organization.
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Quick Scans Benchmarks
To determine the AI strategy, it is crucial to have an objective source of information comparing the current maturity level to similar organizations in the market. Using comparative AI Risk studies in combination with the risks and opportunities identified during the readiness assessment, we help the organization in the development of the automation strategy.
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Dots Analytics AI solutions
When the AI strategy has been defined and/or the AI processes and risk control frameworks have been designed and/or implemented, Dots Analytics can help in both the risk evaluation of the existing AI systems and processes as well as develop new AI solutions to support the strategy. A couple of example domains where Dots Analytics has built expertise are the following: Prototyping – Explainable AI – Bias and Ethics risk assessments – Data anomaly and risk detection – Table extraction All of these solutions are designed to help you discover new ways of leveraging AI in your organization or improve the maturity of already existing processes.
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