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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.
