Industrial companies are involved in a transformation process: they order raw materials and transform them into finished products. This implies planning purchases way ahead. This activity - order planning - is challenging. The number of trade-offs involved, plus existence of real-world constraints, prevented to solve it through traditional models. We built a AI SaaS platform at ETH delivering optimum and trustworthy plans in seconds– unlocking savings between 5 and 10% of total purchasing costs.