Drive Social Impactwith Data Science

AI can have a substantial impact on business operations, but its use also raises serious ethical questions. These include discriminatory outcomes caused by bias in training data and responsibility for decisions made by AI. To address these questions with no clear-cut answers, pratya draws on classical philosophical discussions of ethics and prevailing definitions in contemporary academic research. We prepare reports, conduct literature reviews and support algorithm development to help you establish ethical guidelines suited to your business.

Data accumulated through everyday operations holds a wealth of information that can inform business decisions. Extracting valuable insights from large volumes of data, however, requires analytical skills grounded in a deep understanding of data science. pratya's experienced engineers support your operations through data analysis and visualization. We also train staff to bring analytical work in-house, aiming to make work more fulfilling through the use of data science.

Forecasting future sales and demand to inform business decisions, or finding optimal combinations through matching and scheduling under multiple constraints, are critical tasks that require extensive domain knowledge. In an era of labor shortages, these tasks can lead to long working hours, while errors in judgment can result in overproduction and excess supply. Drawing on your accumulated data and in-depth discussions with staff, pratya introduces AI trained on your domain knowledge into your operations. By automating forecasting and matching, we aim to address labor shortages and optimize production.