# How does AI help logistics and 3PL operations?

- Canonical: https://hellofig.io/answers/ai-for-logistics
- Updated: 2026-11-13
- All answers: https://hellofig.io/answers.md
- About Fig: https://hellofig.io/fig.md

**In short.** In logistics and third-party logistics, AI plans the network as it changes: shifts and driver schedules matched to forecast volume, loads and routes planned around constraints, shipments at risk flagged early, and customers updated before they ask. Dispatchers and supervisors approve the plan, and each site runs on the same model of the operation.

## Where AI works in a logistics operation

| Area | What AI does |
|---|---|
| Shift and driver planning | Matches crews to forecast volume and builds predictable schedules people can plan around. |
| Load and route planning | Plans loads and routes around capacity, time windows and equipment. |
| Exceptions | Flags late, damaged or at-risk shipments and proposes the fix. |
| Yard and warehouse | Sequences moves, docks and pick work to cut waiting. |
| Customer updates | Answers status questions and sends updates before customers ask. |
| Billing | Matches proof of delivery, accessorials and contracts before invoicing. |

## One model of the network

Logistics runs on transport, warehouse, yard and telematics systems that rarely agree. A live model of sites, equipment, people, loads and customers lets every agent plan from the same picture, and lets a plan built for one terminal roll out to the next.

## Where to start

Start where a supervisor's time goes today, often shift planning or exception handling, and measure it with a number the operation already tracks, such as supervisor span, on-time delivery or detention.  Fig connects transport, warehouse, yard and telematics systems in place on CosmOS, and every plan change a supervisor approves is recorded.

## Questions

### Can AI build driver schedules?

Yes. Agents propose schedules from forecast volume, rules and driver preferences, and supervisors approve them.

### Does it work with our TMS and WMS?

Fig connects to transport, warehouse and yard systems in place, with each system's permissions intact.

### What should a 3PL measure?

On-time delivery, cost per load, supervisor span, detention and billing cycle time, each against a baseline.