# Why J-Cal Invested to 200K in a former Employee | E2249

Source: https://www.youtube.com/watch?v=SfVnhMLO2UY
Recap page: https://rapidrecap.app/video/SfVnhMLO2UY
Generated: 2026-02-13T00:04:24.803+00:00

---
## Quick Overview

The host, Jason Calacanis, invested $200k in his former employee, Alex, who founded Sourcerer, a B2B marketplace that automates procurement by aggregating buyer demand and executing transactions, leading to significant cost savings (18% demonstrated) for customers, which is a key differentiator from existing workflow-only tools.

**Key Points:**
- Jason Calacanis invested $200,000 in Alex's company, Sourcerer, who was a former employee.
- Sourcerer is a B2B e-commerce marketplace that automates procurement by aggregating buyer demand and executing transactions.
- The company demonstrates 25-30% cost savings across all product categories for customers.
- Sourcerer's business model involves executing transactions and aggregating demand, unlike existing tools that only automate workflows.
- The 2025 plan includes hiring 3-4 engineers, launching 2-3 new categories, expanding pilots to 10+ large distributors, and achieving early data monetization.
- The host notes that the AI agents in the system are built to be highly competent and are constantly improving through data feedback.
- The company is currently focused on the mid-market, serving customers who spend $5M to $10M annually on procurement.

![Screenshot at 08:08: The host gestures emphatically while discussing the need for AI agents to be competent and assist in automating procurement, contrasting with manual processes.](https://ss.rapidrecap.app/screens/SfVnhMLO2UY/00-08-08.jpg)

**Context:** This segment features an interview on 'This Week in Startups' where host Jason Calacanis discusses an investment he made in a former employee, Alex, who founded Sourcerer. Sourcerer is a B2B marketplace designed to automate and improve the procurement process, which the speakers characterize as historically inefficient due to reliance on emails, spreadsheets, and manual processes, often leading to quality issues and high costs.

## Detailed Analysis

Jason Calacanis invested $200k in Alex, the founder of Sourcerer, a B2B marketplace focused on automating procurement, particularly in commodities like metals and imports. Calacanis recounts Alex's persistence in seeking investment, even while in college. The core value proposition of Sourcerer is that it executes transactions and aggregates demand, setting it apart from existing tools that only offer workflow automation. This results in demonstrated savings of 25-30% across product categories for customers. The company is currently focused on the mid-market, serving customers with $5M to $10M in annual spend, as larger enterprises often have established, sometimes complex, procurement systems. The 2025 plan details funding allocation for hiring engineers and enterprise sales staff, launching 2-3 new product categories, expanding pilot programs to over 10 large distributors, and monetizing data. The host praises the team's focus on product velocity and design quality, noting that the AI agents learn and improve over time by processing real-world transaction and supply chain data, enabling them to proactively provide better pricing and service than manual methods or competitors.

### Hiring & Product Focus

- Hire 3-4 engineers, 2-3 enterprise sales; Supplier management, demand aggregation; Product velocity and design quality are key differentiators.

### Traction Milestones

- $25M+ executed POs; 2-3 new categories launched; Early data monetization planned.

### Business Model Differentiator

- Sourcerer executes transactions and aggregates demand, unlike competitors who only automate workflows, leading to significant cost savings (25-30%).

### Market & Customer Focus

- Targeting mid-market ($5M-$10M annual spend) and working to maintain consistent pricing despite external factors like tariffs.

### Future Vision

- AI agents will continue to improve, eventually leading to a world where human developers are less necessary for procurement, and the product will offer a fully automated, end-to-end solution.

![Screenshot at 00:00: Host Jason Calacanis speaking from a snowy, woodsy location, introducing the guest.](https://ss.rapidrecap.app/screens/SfVnhMLO2UY/00-00-00.jpg)
![Screenshot at 09:08: A split screen showing the host and the guest, Alex, with a presentation slide visible in the center.](https://ss.rapidrecap.app/screens/SfVnhMLO2UY/00-09-08.jpg)
![Screenshot at 20:19: A slide displaying the Luma AI Dream Machine, showcasing its text-to-video capabilities with colorful, dynamic outputs.](https://ss.rapidrecap.app/screens/SfVnhMLO2UY/00-20-19.jpg)
![Screenshot at 28:33: A slide detailing Sourcerer's business model phases, highlighting that they execute transactions and aggregate demand, unlike existing tools.](https://ss.rapidrecap.app/screens/SfVnhMLO2UY/00-28-33.jpg)
![Screenshot at 29:56: An advertisement for Squarespace highlighting their 'Design Intelligence' powered by AI.](https://ss.rapidrecap.app/screens/SfVnhMLO2UY/00-29-56.jpg)