Uploaded January 2026 | Updated September 2026, 6 hours ago
What happens when AI agents stop being “private chatbots” and start acting like actual teammates? In this episode of Colors of Web3 and Entrepreneurship, Lam sits down with Eduardo Gonzalez (Co-founder & CEO of Express AI) a longtime Japan-based builder who’s worked across enterprise AI and deep learning production to unpack what it takes to run agents reliably inside real organizations.
Eduardo walks through how Express AI is designed around collaboration: shared chat rooms where multiple humans can work with the same agent, a task/Kanban system for assigning work, integrations (Google, GitHub, Jira/Confluence, etc.), plus on-prem deployment options for teams that need tighter control. We also get a clear, beginner-friendly explanation of vector databases and why “meaning-based retrieval” is the backbone of agent memory.
Finally, the conversation goes beyond tooling into agent operations: turning SOPs into repeatable “skills,” reducing hallucinations with multi-agent verification and human-in-the-loop checks, and Eduardo’s vision for a decentralized agent marketplace where specialized agents can compete for tasks, stake reputation, and even transact with wallets for agent-to-agent commerce.
⌛ Timestamps:
00:00:00 Episode trailer
00:00:37 Show & guest introduction
00:02:38 Early career in Japan: Panasonic and JBS
00:04:10 Joining Skymind and deep learning
00:07:23 AI training on clusters explained
00:12:24 Writing a book on deep learning
00:20:06 Eduardo's hobbies
00:23:30 Founding Xpress AI and AI shifts
00:25:06 Agentic fine-tuning and OpenAI competition
00:27:23 Making AI accessible for enterprises
00:47:24 Future of AI agents and computing
01:36:38 Envisioning AI agents' evolution
01:41:30 AI's impact on jobs and creativity
01:47:57 Advice for aspiring entrepreneurs
01:58:12 Where to follow Gonzalez & Xpress AI
Follow Eduardo Gonzalez & Xpress AI
Xpress AI's Website: xpress.ai
Xpress AI's Twitter/X: https://x.com/xpressai
Eduardo Gonzalez's Twitter/X: https://x.com/wm_eddie?lang=ja
Our social media:
Crypto card guide: cryptocardguide.com
Twitter/X: x.com/ColorsofWeb3pod
LinkedIn: linkedin.com/company/colors-of-web3-entrepreneurship
If you enjoy this episode, please subscribe to stay updated on our upcoming episodes with industry experts and innovators in the Web3 and Entrepreneurship spaces. Thank you for listening!
What happens when AI agents stop being “private chatbots” and start acting like actual teammates? In this episode of Colors of Web3 and Entrepreneurship, Lam sits down with Eduardo Gonzalez (Co-founder & CEO of Express AI) a longtime Japan-based builder who’s worked across enterprise AI and deep learning production to unpack what it takes to run agents reliably inside real organizations.
Eduardo walks through how Express AI is designed around collaboration: shared chat rooms where multiple humans can work with the same agent, a task/Kanban system for assigning work, integrations (Google, GitHub, Jira/Confluence, etc.), plus on-prem deployment options for teams that need tighter control. We also get a clear, beginner-friendly explanation of vector databases and why “meaning-based retrieval” is the backbone of agent memory.
Finally, the conversation goes beyond tooling into agent operations: turning SOPs into repeatable “skills,” reducing hallucinations with multi-agent verification and human-in-the-loop checks, and Eduardo’s vision for a decentralized agent marketplace where specialized agents can compete for tasks, stake reputation, and even transact with wallets for agent-to-agent commerce.
⌛ Timestamps:
00:00:00 Episode trailer
00:00:37 Show & guest introduction
00:02:38 Early career in Japan: Panasonic and JBS
00:04:10 Joining Skymind and deep learning
00:07:23 AI training on clusters explained
00:12:24 Writing a book on deep learning
00:20:06 Eduardo's hobbies
00:23:30 Founding Xpress AI and AI shifts
00:25:06 Agentic fine-tuning and OpenAI competition
00:27:23 Making AI accessible for enterprises
00:47:24 Future of AI agents and computing
01:36:38 Envisioning AI agents' evolution
01:41:30 AI's impact on jobs and creativity
01:47:57 Advice for aspiring entrepreneurs
01:58:12 Where to follow Gonzalez & Xpress AI
Follow Eduardo Gonzalez & Xpress AI
Xpress AI's Website: xpress.ai
Xpress AI's Twitter/X: https://x.com/xpressai
Eduardo Gonzalez's Twitter/X: https://x.com/wm_eddie?lang=ja
Our social media:
Crypto card guide: cryptocardguide.com
Twitter/X: x.com/ColorsofWeb3pod
LinkedIn: linkedin.com/company/colors-of-web3-entrepreneurship
If you enjoy this episode, please subscribe to stay updated on our upcoming episodes with industry experts and innovators in the Web3 and Entrepreneurship spaces. Thank you for listening!
