Advanced Data Analysis

We can help you make sense of your data, we have experience with visualizations, statistics and machine learning tools which can be used to turn your data into actionable intelligence, we even can help you with unstructured data, or getting data from data logs into databases which can be used by your engineers.

Visualisations

We will work with your engineers using state of the art tools to interactively visualize data. With adequate planning your dashboards can be both concise and powerful, allowing for discovery of patterns almost instantaneously, which allows you to move to action as soon as possible. As much as possible we will try to make it so the dashboards are produced automatically, so your engineers can focus on the analysis and interpretation of the data.

Statistics

We can help to turn guessing into statistical certainty, helping your engineers to focus on the real signals and not on false alarms, we can train them on how to interpret the statistical result, and how to deal with sample sizes and confidence intervals, so they can understand the risks and take smart decisions. We can also help you to design experiments, so you can proceed with hypothesis testing, or product/process qualifications.

Machine Learning

In our current environment we manage too many variables and produce a lot of data, we cannot reasonably expect humans to find all possible relationships in the data, using machine learning techniques such as Neural Networks, we can help discover those relations, and in some cases predict potential problems so you can be proactive.

Data transformation

Some times the data is in comments, or documentation of issues, or can be inferred, or sometimes is not in a format that is easily translatable to tables on a database, we can help you get the most of these sources of data by converting them into structured data that can be quantified and analyzed. We work both with SQL and Non SQL databases, according to what makes more sense, and will make sure that your engineers get a manageable way to work with the data.