Leverage the full potential of Artificial Intelligence
With the aiStudio, Deloitte gives you an edge over your competition, improving performance and opening up new markets
With the aiStudio, Deloitte enables clients to harvest their data and gain valuable insights to their overall markets, individual customers and own operations. Knowledge is power, and knowledge delivered quickly, even more so. This gives clients an edge over their competition, improving performance and opening up new markets.
The aiStudio builds solutions based on cutting-edge machine learning technologies. While the focus is mostly on Risk Management applications, the aiStudio can and does deliver, also with applications aiming to cut cost, improve quality, and speed operations. Typical solutions span from managing risk (or process) using advanced AI techniques... through to managing new risks inherent AI (addressing naïve implementations of AI).
Clients benefit from the intense focus, concentration of knowledge, and yet continued “lifeline” to active projects that strike the perfect balance between R&D and pragmatic implementation. The aiStudio is a cost-effective way to bring fresh ideas and novel approaches to fruition, enabling Deloitte to compete with dedicated specialists on the technology side, while adding the unique ingredients of Deloitte expertise and project experience.
The aiStudio is an incubator unlike any other. It blends creativity with critical mass, purpose (for clients!) with passion (for AI and the new possibilities it brings). It achieves this through international collaboration across multiple Deloitte geographies worldwide, bringing the best and brightest together to show what Deloitte can do – as one. The many creative and demanding sponsors create a lively business model that is not always easy to manage, but is highly effective, as the results show.
The solutions featured below show where we have focused to date. More than that, they bear testament to a wide range of applications of various AI technologies... and to the capabilities of the team. We hope you enjoy exploring our work and look forward to hearing from you!
Model Guardian
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.
Lucid [ML]
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.
Deep Label
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.
Clairvoyance
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.
Consistency
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.
IntelliMap
A platform enabling intelligent data discovery, profiling and identifying fields / variables containing similar / same information within a table or across multiple data tables.
TableMiner
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.
DNAi
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.
RoadRunner
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.
Customizable
Intuitive
Powerful
Interoperable
Innovative
Scalable
Insightful
Deloitte Applications of AI
How artificial intelligence is transforming the financial ecosystem
The new physics of financial services
How insurance companies can safely use AI in a regulated environment
Deloitte Lucid [ML] creates transparency in the use of machine learning models
Inspection of insurance policy risk with artificial intelligence (AI)
Cutting the Gordian Knot: Transforming Investigations with Technology
David Thogmartin
aiStudio Leader, 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.”
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