Business idea · SaaS
AI-Driven Engineering Solutions
AI-Driven Engineering Solutions is a business focused on developing specialized AI systems that assist manufacturing companies in engineering tasks, aiming to enhance productivity and innovation. It was pitched on My First Million, hosted by Sam Parr and Shaan Puri, in the episode "Ex-Amazon VP tells us what it’s really like working with Jeff Bezos" (aired October 28, 2026).
At a glance
| Podcast | My First Million |
|---|---|
| Hosted by | Sam Parr and Shaan Puri |
| Episode | Ex-Amazon VP tells us what it’s really like working with Jeff Bezos |
| Aired | October 28, 2026 |
| Category | SaaS |
| Real companies on the episode | Prometheus, Tony Robbins, HubSpot, Amazon, Twitch, Hampton |
The problem it solves
Manufacturing firms often struggle with efficiency and innovation in engineering processes, and a tailored AI solution could streamline operations and improve outcomes.
How it makes money
Freemium model for businesses to access basic tools with an option for premium features and custom solutions at a fee.
Skills you need
AI development, software engineering, knowledge of manufacturing processes, and project management.
The market, and why this works now
Siemens' MindSphere platform enables manufacturers to integrate AI into their engineering processes efficiently. This provides a clear channel for initial revenue through targeted outreach on the Manufacturing Innovation Forum, where companies seek advanced engineering solutions. A significant challenge in the first year will be the technical hurdle of developing custom AI models that accurately align with diverse manufacturing systems, requiring expert talent and substantial resources.
Our analysis, written after the episode. Not a quote from the show.
Real companies discussed on this episode
- Prometheus
Prometheus aims to develop artificial intelligence specialized for engineering purposes, focusing on building and manufacturing solutions.
- Tony Robbins
Tony Robbins is a motivational speaker and author known for his self-help seminars and coaching.
- HubSpot
HubSpot is a developer and marketer of software products for inbound marketing, sales, and customer service.
- Amazon
Amazon is a multinational technology company focusing on e-commerce, cloud computing, digital streaming, and artificial intelligence.
- Twitch
Twitch is a live streaming platform primarily focused on video game streaming, where users can watch and interact with gamers and streamers in real-time.
- Hampton
Hampton is a community for entrepreneurs with a focus on providing support and resources to help founders achieve business success.
Where this idea came from
Podcast: My First Million, hosted by Sam Parr and Shaan Puri
Episode: Ex-Amazon VP tells us what it’s really like working with Jeff Bezos
Aired:
Summarized from the episode transcript. The show does not say which speaker raised each idea, so we credit the show, not a person.