How do AI agents in production actually work?
I've been studying. What I hear too often from companies without agents is that agents are early. Not true. Fortune 100 companies are using them now and delivering hundreds of millions in value.
They're already delivering ROI at scale.
In this video, I share the inside scoop on building agentic systems that last:
• Why architecture-first orchestration beats model-first bets
• How compounding memory creates unclosable advantages
• What workflows to automate for measurable business outcomes
• Where compliance and vertical context become durable moats
Chapters:
00:00 The Urgency of AI Agents
02:40 Principles for Building AI Agents
05:36 Workflows and ROI in AI Automation
08:04 Vertical Defensibility in AI Solutions
11:07 Compliance as a Competitive Advantage
13:44 The Importance of Velocity in AI Deployment
If you lead teams, the takeaway is simple: move fast on agentic orchestration now to bank learning and velocity—wait, and you’ll face widening gaps you can’t buy back later.
Subscribe for daily AI strategy and news.
For deeper playbooks and analysis: https://natesnewsletter.substack.com/
I've been studying. What I hear too often from companies without agents is that agents are early. Not true. Fortune 100 companies are using them now and delivering hundreds of millions in value.
They're already delivering ROI at scale.
In this video, I share the inside scoop on building agentic systems that last:
• Why architecture-first orchestration beats model-first bets
• How compounding memory creates unclosable advantages
• What workflows to automate for measurable business outcomes
• Where compliance and vertical context become durable moats
Chapters:
00:00 The Urgency of AI Agents
02:40 Principles for Building AI Agents
05:36 Workflows and ROI in AI Automation
08:04 Vertical Defensibility in AI Solutions
11:07 Compliance as a Competitive Advantage
13:44 The Importance of Velocity in AI Deployment
If you lead teams, the takeaway is simple: move fast on agentic orchestration now to bank learning and velocity—wait, and you’ll face widening gaps you can’t buy back later.
Subscribe for daily AI strategy and news.
For deeper playbooks and analysis: https://natesnewsletter.substack.com/
- Category
- Artificial Intelligence & Business
- Tags
- AI strategy, AI agents, large language models


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