Data Reply has consolidated experience in designing and building cloud solutions. We support companies with either lift-and-shift solutions and with cloud native architectures. The adoption of a Cloud solution enables a scalable Big Data platform to collect and centralize all the data, build and train machine learning algorithm on top of them, and develop scalable applications.
Although each customer is unique, ready-to-plug solutions can accelerate the digital transformation towards tangible results. We support the implementation of AI models with best practises that can help AI teams in a conscious use of the technology. Although many diverse sources of bias exist, we aim at making AI systems more explainable and auditable, to lately lead organizations to more transparent actions in terms of return on investment, measurable business and impact on resources.
Data Reply supports companies in combinatorial optimization processes with Accelerated Computing and Quantum Computing techniques and customised workshops on Graphics Processing Units (GPUs), Tensor Processing units (TPUs) and Deep Learning models. Indeed, the use of hardware with massive parallelization capabilities as GPU and TPU allows tackling problems that require high computational solving power. Moreover, the access to a real Quantum Processor allows us to test quantum-inspired algorithms internally developed and to identify solutions to problems hardly solvable with traditional techniques.