# 208: Why High-Mix Manufacturing Is a Sweet Spot for Flexible Automation and AI with Rajat Bhageria, Founder & CEO of Chef Robotics

- Show: [Manufacturing Happy Hour](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour)
- Published: 2024-10-22
- Length: 54m
- Page: https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi
- Listen: http://manufacturinghappyhour.com

## Summary

Rajat Bhageria, Founder & CEO of Chef Robotics, explains how his company uses robotics and AI to address labor shortages in food manufacturing by automating the high-mix assembly (plating) stage. He details the strategic decision to launch in stealth mode to perfect the product with early enterprise customers like Amy's Kitchen, focusing on a 'robotics-as-a-service' model that aligns incentives through recurring revenue rather than upfront capital expenditure. Bhageria contrasts this approach with failed competitors who targeted fast-casual restaurants or used rigid dispensers, arguing that AI-driven flexibility is essential for handling the thousands of ingredient variations in modern food production.

## Chapters

- [0:42](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi#t=42) Introduction: Rajat Bhageria and Chef Robotics
- [4:33](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi#t=273) Bhageria's Background: 3rd Eye Technologies and AI Origins
- [6:34](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi#t=394) Choosing Food Manufacturing: Labor Shortage and Assembly Focus
- [10:41](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi#t=641) Stealth Mode Strategy and Customer-Centric Product Development
- [18:23](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi#t=1103) Positioning for Customers and Investors: Pain Points and Scale
- [24:15](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi#t=1455) How Chef Robotics Works: Modules, AI, and High-Mix Flexibility
- [32:07](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi#t=1927) The Role of AI in Flexible Automation vs. Traditional Systems
- [36:59](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi#t=2219) Robotics-as-a-Service Model and ROI for Manufacturers
- [43:37](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi#t=2617) Lessons from Failed Competitors: Restaurants vs. Manufacturing
- [49:36](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-10-22-208-why-high-mix-manufacturing-is-a-sweet-spot-for-flexible-automation-and-ai-wi#t=2976) The Future of Food: Ghost Kitchens and the Art of Plating

## Topics

- [Robotics & autonomy](https://hardwarepodcasts.com/topic/robotics-and-autonomy)
- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [Starting a product company](https://hardwarepodcasts.com/topic/starting-a-company)
- [Pricing, margins & unit economics](https://hardwarepodcasts.com/topic/pricing-and-unit-economics)
- [Scaling production](https://hardwarepodcasts.com/topic/scaling-production)

## Most relevant to

early-stage companies

## Mentioned

- Chef Robotics (company)
- 3rd Eye Technologies (company)
- Amy's Kitchen (company)
- Locust Robotics (company)
- DHL (company)
- Visual Components (tool)
- NVIDIA (company)

## Related episodes from other shows

- [The Future Of Food Automation: How Chef Robotics Tackles Labor Shortages With Ai Robots](https://hardwarepodcasts.com/podcast/over-the-air/2024-11-27-the-future-of-food-automation-how-chef-robotics-tackles-labor-shortages-with-ai) (Over the Air)
- [Using Robots in High-Mix, Low-Volume Environments w/ Josh Gruenstein](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2025-01-28-using-robots-in-high-mix-low-volume-environments-w-josh-gruenstein) (The Manufacturing Executive)
- [The inside scoop on food manufacturing with Chef Robotics](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2024-05-31-the-inside-scoop-on-food-manufacturing-with-chef-robotics) (The Robot Report Podcast)
- [Automation in High-Mix, High-Variability Environments w/ Ariyan Kabir and SK Gupta](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2024-10-08-automation-in-high-mix-high-variability-environments-w-ariyan-kabir-and-sk-gupta) (The Manufacturing Executive)
- [Robot Rundown | Episode 32](https://hardwarepodcasts.com/podcast/built-2-scale/2025-12-16-robot-rundown-episode-32) (Built 2 Scale)

## Citing this page

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