The Deloitte aiStudio unites the brightest minds across Deloitte behind a single cause: to solve problems facing our clients in better, smarter ways by leveraging the potential of artificial intelligence (AI). Data scientists worldwide gather at the aiStudio in Frankfurt to develop highly innovative products using a wide range cutting-edge AI technologies. Rooted in Risk Advisory, typical solutions span from managing risk (insights), driving speed & efficiency (automation), or improving quality... and of course, in powering Trustworthy AI.
The solutions featured below are a showcase of some work performed to-date. They are a showcase of possibilities, aiming to inspire, and not to be mistaken for a fixed palette of products. We hope you find amongst them something that ignites a solution idea, a business opportunity, and encourages you to contact us!
Artificial intelligence (AI) will have an impact on our daily lives as well as on all sectors of the economy. However, to achieve the promise of AI, we must be ready to trust in its results. We need AI models that satisfy a number of criteria and thus earn our trust.
Inspection of insurance policy risk with artificial intelligence (AI)
Cutting the Gordian Knot: Transforming Investigations with Technology
At the RegTech Lab, Deloitte empower companies to keep pace with, and even get ahead of, the rapidly changing global regulatory landscape.
Deloitte Applications of AI
It starts by asking the right questions: What problem are we trying to solve? Is the intended use ethical an compliant? Is the case economically viable?
Understand and manage the risks lurking in models – avoiding potentially dire consequences. Guardian detects and measures bias at the common sources of error – raw data, training set, and model algorithms.
Explainable AI. Regulators demand that machine learning models be explainable. GDPR additionally sets the obligation to explain. Bring transparency to your black-box AI, for yourselves and the regulator.
A Python library and accompanying graphical user interface designed to automatically detect mislabeled data (image data, text data) used to train deep neural networks, providing a critical quality assurance measure for deep learning.
A sophisticated time-series forecasting tool, allowing comparison between several AI and classical techniques and providing a scenario manager to compare and contrast multiple forecasts built on varying assumptions.
Discover anomalies – complex, contextual outliers - within your data that may be adversely affecting your analyses. Or worse, they may be signs of deviant process, or even client behavior.
A platform enabling intelligent data discovery, profiling and identifying fields / variables containing similar / same information within a table or across multiple data tables.
Digitize documents! TableMiner extracts facts and figures out of pdf-documents, whether e-documents or “dirty scans” and reproducing them in spreadsheet or JSON file formats. Free teams to work smarter.
Double the productivity of your data scientists. Roughly 50% of their time is spent on time-consuming value tasks, preparing data, hunting for the most highly predictive features. DNAi automates that.
Smart Cities. Automatically assess damage to road infrastructure, assigning “health” scores and identifying those in need of repair. RoadRunner enables municipalities to schedule roadworks effectively – saving time, money, and inconvenience to the public.
Director aiStudio, Deloitte Germany
“Artificial Intelligence is not future technology, it is here, it is now. After 50+ years of research and experimentation, AI - especially deep learning – is being applied everywhere, changing our lives. AI is a powerful tool. It can be a force for good – enabling unprecedented levels of productivity, accuracy, personalization and comfort. It can also be used to facilitate or conceal criminal activity. We will want to reap the rewards and defend against the risks. It is a fascinating and unstoppable future, a future that we cannot ignore, but can actively shape.”
Anne Kathrine Wennergren Holm
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