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
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!
Trustworthy AI
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.
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?
Formalyzer
Reading text from narratives is one thing, extracting text from highly formatted documents (forms) is another. Combining computer vision with text-mining, Formalyzer reads text from scanned forms and associates them with variables without requiring large volumes of training documents.
Fact Finder
Deloitte’s Fact Finder employs advanced text-mining functions optimized for semantic search on individual or large volumes of documents. It finds not only exact matches, but is trained to also identify related concepts, ensuring nothing relevant escapes you.
Fast Contrast
Fast Contrast enables semantic comparison of documents en masse against a chosen “trusted” document – saving time, cost, and risk of error. Its generic, extensible language model makes it universally applicable across multiple use cases and domains.
DocuMend
Automated quality control for OCR. Expectations for OCR (optical character recognition) have never been higher. Where humans can gloss over an occasional error, problems converting scans to machine readable text affect all downstream text-mining (AI) efforts. DocuMend finds errors and suggests corrections.
De-Identify
Business teams are often reluctant to share sensitive or confidential data. This presents a substantial barrier to digitization, especially projects involving AI. No data, no AI. De-Identify anonymizes data, so individuals cannot be re-identified, yet the data remains representative for training AI models.
AI Qualify
Deloitte’s AI evaluation tool AI Qualify assesses the robustness of machine learning models. It subjects the model to a series of tests, examining the resilience, reliability, stability and attack vector vulnerability.
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.
Access Key Discovery
The Deloitte tool “Access Key Discovery” significantly reduces the cyber security risk caused by exposed passwords. It scans a variety of document formats according to user specifications to identify hard-coded passwords embedded in unsafe locations.
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.
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.
DataDoc
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.
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.
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.
IntelliMap
A platform enabling intelligent data discovery, profiling and identifying fields / variables containing similar / same information within a table or across multiple data tables.
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.
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.
WordsWorth
Deloitte’s WordsWorth is a state-of-the-art, Cloud-capable text-mining offering from scanning through named-entity recognition, document mark-up, semantic search, text translation & summarization, table & invoice extraction.
Biodiversity Dashboard
Deloitte’s Biodiversity Dashboard enables data-driven wildlife conservation, combining AI, cloud and interactive visualization.
Customizable
Intuitive
Powerful
Interoperable
Innovative
Scalable
Insightful
David Thogmartin
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.”