Afresh’s inventory estimator (InvHMM) marries the predictive power of machine learning with the flexibility of hidden Markov models to offer grocery retailers a robust solution that not only enhances inventory accuracy but also optimizes ordering and mitigates shrink.

Afresh is setting a new standard for operational excellence in fresh. Our AI equips grocery retailers with the tools to reduce shrink, ensure optimal stock levels, and facilitate smarter, data-driven ordering. In this way, our leading-edge AI not only elevates operational efficiency but also enhances customer satisfaction by fueling an exceptional in-store experience.

View our novel ML research published at ICML, one of the leading conferences in machine learning. Below follows the abstract and intro from our paper.