Marble

The autonomous back-of-house for restaurants.

4.1Score#161 of 999 agents#1 of 5 in Supply chain planner

Why it ranks #161

Marble, an AI supply chain planner from YC S26, ranks #161 of 999 AI agents and #1 of 5 in Supply chain planner, with a score of 4.1 of 10. Data as of 3 Oct 2026.

The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·

Proof 2 × 30% 0.6
Scale 1 × 30% 0.3
Momentum 8 × 25% 2.0
Autonomy 8 × 15% 1.2
= 4.1

Proof
Do customers use it? 30% of the score
2
Claims a customer result.
- +2
  A customer result
  “We’ve driven a 40% reduction in food waste, eliminated stockouts, and saved managers 30+ labor hours per week.”
  Launch YC post · 30 Jul 2026
Not found: revenue or growth (+4), named customers (+3), a customer count (+2), work done at scale (+2)
Scale
Is there a real company behind it? 30% of the score
1
2 people.
- +1
  2 people on its YC page2 people
Not found: funding round in its news (+3)
Momentum
Is it shipping and growing now? 25% of the score
8
Shows a recent launch, hiring, a new claim and a new batch.
- +3
  Launched in the last 6 monthsMarble: The autonomous back-of-house for restaurantsLaunch YC post · 30 Jul 2026
- +2
  Hiring: 2 open rolesFounding Engineer, Founding OpsYC page
- +2
  A new traction claim
  “We’ve driven a 40% reduction in food waste, eliminated stockouts, and saved managers 30+ labor hours per week.”
  Launch YC post · 30 Jul 2026
- +1
  New: YC Summer 2026
Not found: funding news in the last year (+2)
Autonomy
How much of the job does it do on its own? 15% of the score
8
Autonomous worker: completes whole tasks; people handle exceptions.
- +8
  Level 3 of 4: Autonomous workerCompletes whole tasks; people handle exceptions.
What the model read
- Acts in other systems: 88% likely
- Finishes whole tasks: 69% likely
- Calls itself an agent: 98% likely
Level 3: Completes whole tasks; people handle exceptions.

About Marble

Marble is the first AI-native operating system for the restaurant back-of-house.

Restaurants, cafes and bars still run on a patchwork of disconnected point solutions, spreadsheets, clipboards and tribal knowledge, which costs the industry billions each year in stockouts, food waste, and lost profit.

Marble replaces that entire stack with one system. Computer vision and voice AI capture real-time inventory levels 90% faster than manual counts, ML models forecast item-level demand at 97% accuracy, and AI agents run dozens of end-to-end workflows autonomously, from procurement and invoice reconciliation to scheduling, food prep, menu engineering, and more.