Each post explains what the problem was, how the model decides, and what it changed in operation — and embeds a re-implementation of the core on synthetic data so you can run it.
SKU-to-station allocation with affinity and knapsack DP; injection order by discrete-event simulation and Tabu Search. Deployed with a field-validated 20% productivity gain.
October 2026 · 9 min · live model on a Python serverAssignment, routing and bottleneck waiting solved together under a zone → aisle → travel objective. Runs in the browser.
October 2026 · 8 min Logistics · Simulation · AgenticAllocation and reordering engines for a QPS, with the trade-offs made visible.
October 2026 · 9 minMILP, search and simulation compared for a food-distribution network.
Constraint formulation, tractability work and occupancy prediction.
Causal discovery over fragmented process data and an in-silico simulator; five patents.
Grounded judgments with evidence and location; an independent verification unit.
Parallel agents, a self-correcting verification layer, self-hosted models.
Hybrid retrieval, re-ranking and workflow control for a commercial service.