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Stochastic Solutions delivers consulting and software in the area of data analysis with a specific focus on customer behaviour modelling. We combine a modern software engineering mindset with deep knowledge and experience of large-scale data and predictive modelling. As a result, we deploy high-quality, tested, large-scale self-monitoring modelling and analysis systems to our clients, using a mixture of standard, packaged and custom software.
Our team combines experience and perspectives from mathematics, statistics, machine learning, software engineering, quality assurance and testing, parallel processing, visualization, and operational research. We produce our own software for data analysis (Miró and the Artists Suite) which we use in conjunction with standard (mostly free and open source) software to deliver client solutions. We place great emphasis on correctness and robustness of solutions, and carry over many of the ideas from software engineering (such as test-driven development, regression testing, automation, revision control) to the analytical domain, ensuring that as we develop and when we deliver solutions to clients, there can be confidence in the correctness and reliability of those solutions. Our analysis software, Miró, is specifically designed to allow efficient exploratory analysis while automatically logging both executable scripts and full results, as well as creating a powerful audit trail and production-ready output. As a result, we are able to move seamlessly from exploratory analysis and prototyping to deliverable solutions without the need to translate or re-implement algorithms or code.