cuboh ycombinator s19 horizon labs
SaaS

Cuboh (YC S19)

Routes delivery orders into restaurant POS systems. We built the integration layer: retries, monitoring, fewer errors.

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Cuboh (YC S19) product screenshot built by Horizon Labs

Case study

Problem

Cuboh is an integrations platform that consolidates restaurant delivery orders from multiple marketplaces and routes them into POS systems. In restaurant ops, reliability is the product: a single dropped or duplicated order causes immediate revenue loss and customer frustration.

Cuboh had to solve:

  • Integration sprawl: every delivery app and POS has different APIs, formats, and failure modes
  • High-stakes uptime: order routing can’t “mostly work”
  • Asynchronous complexity: retries, idempotency, and queueing must be built correctly to avoid duplicates
  • Operational visibility: support teams need tooling and signals to diagnose issues quickly

Solution

Horizon Labs supported core platform engineering with a reliability-first approach:

  • Built/extended multi-connector integration architecture
  • Designed asynchronous processing patterns for resilience (queueing, retries, failure handling)
  • Established monitoring and operational visibility patterns to reduce debugging time
  • Enabled scalable connector development so the platform could expand without destabilizing core order flows

Outcome

  • Enabled a production-grade integrations hub suitable for always-on restaurant operations
  • Reduced manual order entry and related error rates by automating routing into POS systems
  • Created a scalable foundation for adding more connectors without rewriting the system

Features & Tech Stack

Core integration architecture and platform engineering for a multi-connector system (delivery apps ↔ POS), built for retries, monitoring, and operational resilience.

  • Frontend: React
  • Backend: Python (Django)
  • Mobile: Android
  • Infrastructure: Docker, AWS

Inside the product

Cuboh (YC S19) app screenshot showing the Order History Report dashboard, customer names and order codes blurred
Cuboh (YC S19) app screenshot showing the Orders screen on a tablet with in-progress delivery orders, customer names blurred
Cuboh (YC S19) app screenshot showing the Integrations page with delivery platform cards marked Active or Inactive

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