Artificial intelligence? Can still learn something from us!
Benefits of working with auticon in Analytics
Data analysis is the process of evaluating data using analytical and statistical tools to discover useful information and aid in business decision making. There are many data analysis methods, including data mining, data cleaning, text analytics, business intelligence, and data visualization.
Pattern matching, attention to detail and logical tenacity are a few of the cognitive strengths that auticon consultants bring to their engagements, and provide an advantage to the neurotypical talent pool normally attached to data management tasks and analyses.
Seeing the data process all the way through from mining, to importing, blending, and then ultimate analyses and insight, our analysts are able to provide insightful solutions and knowledge to an enterprise using leading edge statistical and visualization methods.
How can we help?
Our Analytics services
We currently provide a range of data services, from import, migration and manipulation to data science and development of complex data warehouses as well as artificial intelligence analytics. Also security analysis are part of our analytics portfolio:
Security (Cyber) Analysis
Evaluation, structuring and cleansing of mass data. Due to their lateral thinking style, auticon analysts intuitively recognize patterns in seemingly unstructured information. No matter how extensive or complex your mass data – our analysts systemize it for you.
Data mining. Crystallizing correlations and causal links out of mass data beyond the scope of standard business administration provides a clear advantage for BI projects. The unique pattern recognition skills of auticon analysts possess means they are virtually predestined for this job.
auticon employees think in patterns and are lateral thinkers. If you are stuck with the results of classical regressions and correlations, our consultants will open up completely new dimensions with AI-supported approaches, e.g. with
- Multivariate data analysis
- Big Data analysis
- Artificial neural networks
- Visualization and evaluation
Scanning code and systems for potential manipulations. Rules and regulations need clear and straightforward definitions so that adherence can be ensured and misuse prevented. This is where auticon analysts come in, with a pronounced passion for order and integrity.
Security evaluations. Are there any gaps in the system? Where does the security concept fall short? auticon analysts have an unusually comprehensive talent for assessing IT security procedures and rendering these bulletproof.
We are not tied to any given technology or tool set, and work with a diverse set of technologies such as Hadoop, Python and R. We use these across a number of sectors, including finance, pharmaceuticals, and insurance. A selection of our current technology experience includes:
- Amazon Web Service (TensorFlow)
Improve an anonymization process
Problem: Our client has to anonymize the data of their clients in order to elaborate consumption open files. The anonymization process should not allow to retrieve/regenerate any information on sensitive initial data.
Solution: The auticon analyst came up with the idea of using a genetic-based test algorithm to detect any bias in the anonymization process.
Success: The process has been amended to eliminate the detected bias.
Federate a Pan-European data protection scheme
Problem: Our client has to harmonize, rationalize and simplify the set of rules governing the data leak protection tool for all the subsidiaries of a big European bank. The rules are different for all entities due to discrepancy between IT history of the subsidiaries. The rules have to be compliant with the different banking legislations.
Solution: The auticon analyst learned the tool, analyzed the situation with a methodical approach, and found the best common set of general rules and the minimum number of particular rule sets.
Success: (Programming in process)
Data blending and analytics for big pharma
Problem: A large pharma company approached auticon to assist with the development and curation of a new data platform, to provide efficiencies and insight within the organization.
Solution: Our analysts developed automated data curation and QA services, incorporating newly designed database tables and data sets that delivered the performance enhancements required for a new big data platform. A mixture of technologies was used: SQL, Spark, Java, and Python – all running against Oracle and Hadoop platforms.
Success: Given the success of the initial phase and the new analytical outputs that were delivered, the client is now taking the solution into wider production and is expanding the scope and scale of the data being ingested by the platform.
Validation of public sector analytical modeling
Problem: A Public Sector body approached auticon to assist with the validation of economic models that are being used to provide guidance for both domestic and foreign businesses. The project has realized significant benefit arising from the cognitive strengths of auticon’s autistic analysts. Their advantages in pattern recognition, logical processing, and attentiveness to detail were all brought to bear.
Solution: The auticon analyst provided mathematical, data and processing validation services to the project, which covered algorithm review, the validation of model assumptions, and confirmation of conversion rates being used as model inputs. To complete the process, model outputs were verified, ultimately ensuring the validity of a model that is finding use by an international audience.
Success: The public sector client is delivering the model on time and to specification, and is now extending it with auticon’s assistance.