Top AI supply chain planner agents
The top AI supply chain planner agents on The Agent Benchmark are Marble (4.1 of 10), Whitespace (2.5) and Spherecast (1.8), of 5 ranked. Data as of 3 Oct 2026.
An AI supply chain planner plans demand, inventory, and production or purchasing schedules for a supply chain.
- Ranked agents
- 5
- in People & ops
- Median score
- 1.8
- of 10
- From YC
- 5
- none from outside YC
Ranked supply chain planner agents
All 5, best score first. The score adds public proof, scale, momentum and autonomy; it is not a hands-on test. How scoring works
- 1
MarbleS26The autonomous back-of-house for restaurants.Proof2Scale1Momentum8Autonomy8Score4.1 - 2
WhitespaceS26AI Operating System for Wholesale DistributionProof0Scale1Momentum4Autonomy8Score2.5 - 3
SpherecastS24AI Supply Chain Manager for CPGProof0Scale3Momentum0Autonomy6Score1.8 - 4
HaladirW26Operational Superintelligence for Global LogisticsProof0Scale2Momentum1Autonomy6Score1.8 - 5
OpEraF26Automated operations research (OR) labProof0Scale1Momentum1Autonomy6Score1.5
Can agents do this job?
Some tasksin management and business operations
Public benchmarks cover 10% of the work in this job family (3 benchmarks). About the job, not one agent.
Source: Can Agents Work?
Data as of 3 Oct 2026. The score uses public evidence only. Read the methodology · Missing an agent? Submit it