Ghil Labs · Logistics Engineering

Freight networks,
engineered to run lean.

Optimized freight networks, redesigned shipment consolidation, and KPI-driven performance systems — work that translated into multi-million-dollar structural cost reductions. The know-how is demonstrated below through seven live, interactive simulators.

Launch the Simulators How It Works ILLUSTRATIVE DEMOS · SAMPLE DATA
LTL → FTL CONVERSIONMULTI-STOP ROUTINGOUT-OF-ROUTE %CUBE UTILIZATIONTENDER REJECTIONSPOT PREMIUMCUT-OFF RULESFSC VOLATILITYDEDICATED / SPOT MIXMONTE CARLO P10 · P50 · P90HOS / DOT CONSTRAINTSROUTING GUIDE COMPLIANCE LTL → FTL CONVERSIONMULTI-STOP ROUTINGOUT-OF-ROUTE %CUBE UTILIZATIONTENDER REJECTIONSPOT PREMIUMCUT-OFF RULESFSC VOLATILITYDEDICATED / SPOT MIXMONTE CARLO P10 · P50 · P90HOS / DOT CONSTRAINTSROUTING GUIDE COMPLIANCE
Three Modules · Seven Live Simulators

Network design, cost control, and predictive budgeting — each module is a working engine, not a slide.

MODULE 01

Freight Network & Route Optimization Digital Twin

A digital replica of a real freight network — facilities, order data, equipment types, HOS constraints — searching for the best consolidation structure. Seed-based LTL→FTL and multi-stop conversion, live out-of-route and percent-full computation, and a Construction → Break → Move/Swap algorithm loop.

SEED CONSOLIDATIONLTL → FTLOOR %% FULLHOS / DOT
MODULE 02

Cost Leakage & KPI Cascade Simulator

Everyday operational inefficiencies — out-of-territory shipping, warehouse transfers, after-cutoff rush orders — quantified as chain reactions: tender rejection → spot premium → cost-per-cube → OTD/OTIF. Rule-based simulation exposes the hidden cost of breaking cut-off and MOQ discipline.

OOTWSTRUSH ORDERSPOT PREMIUMOTD / OTIF
MODULE 03

Predictive Freight Budgeting & Scenario Stress-Tester

Historical volume, fuel surcharge, contract tariffs and market volatility combined into forward budgets. Stress-test fuel spikes, spot surges and peak-season floods; find the optimal dedicated/spot fleet mix; run 1,000-trial Monte Carlo for P10/P50/P90 confidence bands.

FSCDEDICATED / SPOTMONTE CARLOP10 / P50 / P90ROUTING GUIDE
“Eliminate inefficiency with precise analysis — then build the system that keeps it eliminated.
Track Record

The simulators are demos. The results behind them were not.

Network Optimization

Structural, multi-million-dollar cost reductions

Redesigned lane structures and freight consolidation processes across the transportation network, driving sustained operational efficiency gains.

KPI Performance Systems

From intuition to data-driven decisions

Built and deployed metric-centered logistics performance tracking, establishing organization-wide visibility into cost and service.

Predictive Budgeting

Proactive risk management, precise budgets

Directed logistics cost forecasting and budget planning, combining historical analysis with predictive modeling.

Contact

If your network has the same leaks, let’s talk.

Network diagnostics, consolidation redesign, KPI system builds, freight budget modeling — start with a conversation about where your cost structure is leaking.

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