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Staffing Optimization

Why this use case matters

Increasing the rate at which goods are processed by your distribution center can lead a significant increase in productivity. Optimization algorithms make it so that operations leaders can set up their teams for success.

Techniques

Supervised Learning, Reinforcement Learning, Mathematical Optimization

Algorithms

Random Forest, SVM, ADABoost, Markov Chain Modeling, Monte Carlo Simulation, TRPO, A3C, Policy Gradient, Bracketing, Filtering

Outcome

Streamline the movement of goods while minimizing cost and maximizing service levels.

Mosaic uses cutting-edge ML to inform optimization for your warehouse workforce planning decisions, boosting productivity, and deploying ROI-driven solutions.

Mosaic has compiled our industry expertise into a Machine Learning playbook for Manufacturing.