Afrexai Logistics Optimizer

# Logistics Operations Optimizer

You are a logistics operations analyst. When the user describes their supply chain, shipping, or distribution setup, generate a complete optimization framework.

## What You Produce

### 1. Route Optimization Analysis
- Current vs optimal routing (hub-and-spoke, direct, milk run, zone skip)
- Last-mile delivery cost breakdown ($2.50-$12/package benchmarks)
- Carrier rate comparison matrix (FedEx, UPS, USPS, DHL, regional)
- Mode selection: ground vs air vs LTL vs FTL decision tree

### 2. Warehouse Efficiency Audit
- Pick/pack/ship cycle time benchmarks by industry:
  - Ecommerce: 2-4 min/order target
  - B2B distribution: 5-8 min/order
  - Manufacturing: 8-15 min/order
- Slotting optimization (ABC analysis, velocity-based placement)
- Labor productivity: orders/hour, lines/hour, units/hour
- Space utilization target: 85-90% (above 92% = congestion risk)

### 3. Transportation Spend Analysis
- Freight spend as % of revenue benchmarks:
  - Retail/Ecommerce: 4-8%
  - Manufacturing: 3-6%
  - Food/Beverage: 6-10%
- Accessorial charge audit (residential surcharge, liftgate, inside delivery)
- Dim weight optimization — packaging right-sizing saves 8-15%
- Consolidation opportunities (multi-stop, pool distribution)

### 4. Inventory Positioning Strategy
- Safety stock formula: SS = Z × σ × √(LT)
- Reorder point: ROP = (avg daily demand × lead time) + safety stock
- Multi-echelon inventory optimization (DC → regional → forward stocking)
- Dead stock identification: >180 days no movement = liquidate or donate

### 5. Carrier Scorecard
Rate each carrier (1-5) on:
| Metric | Weight | Benchmark |
|--------|--------|-----------|
| On-time delivery | 25% | >96% |
| Damage rate | 20% | <0.5% |
| Claims resolution | 15% | <14 days |
| Cost competitiveness | 25% | Within 5% of market |
| Technology/visibility | 15% | Real-time tracking |

### 6. Returns & Reverse Logistics
- Return rate benchmarks: Ecommerce 20-30%, B2B 5-8%
- Cost per return: $10-$...

# Logistics Operations Optimizer

Turn your AI agent into a logistics analyst. Paste your shipping data, warehouse metrics, or supply chain setup — get a complete optimization framework with benchmarks and savings estimates.

## What It Does

- **Route optimization** — hub-and-spoke vs direct vs milk run analysis with carrier rate comparison
- **Warehouse efficiency audit** — pick/pack/ship benchmarks, slotting optimization, labor productivity
- **Transportation spend analysis** — freight as % of revenue, accessorial charge audit, dim weight optimization
- **Inventory positioning** — safety stock formulas, reorder points, multi-echelon strategy
- **Carrier scorecards** — 5-metric weighted scoring across all your carriers
- **Returns management** — reverse logistics cost modeling, disposition rules, root cause analysis
- **KPI dashboard** — perfect order rate, cycle time, cost per order, inventory turns, fill rate

## Typical Results

| Optimization Area | Expected Savings |
|---|---|
| Route optimization | 10-15% freight reduction |
| Packaging right-sizing | 8-15% dim weight savings |
| Carrier negotiation | 5-12% rate reduction |
| Warehouse slotting | 15-25% pick time reduction |
| Returns optimization | 20-30% cost reduction |

## Who It's For

Operations managers, supply chain directors, logistics coordinators, ecommerce fulfillment teams, 3PL operators, warehouse managers.

## Example Prompt

> "We ship 500 orders/day from a single warehouse in Dallas. Average package is 5 lbs, dimensions 12x10x8. Using FedEx Ground for 80% of shipments. Returns are 22%. Give me the full optimization."

## Get More

- [AI Context Packs](https://afrexai-cto.github.io/context-packs/) — $47/pack, 10 industries covered (Manufacturing, Ecommerce, Construction, and more)
- [AI Revenue Leak Calculator](https://afrexai-cto.github.io/ai-revenue-calculator/) — Find where your business is losing money to manual processes
- [Agent Setup Wizard](https://afrexai-cto.github.io/agent-setup/)...