content type

Interview

primary goal

Educational

summary

Rey Ortega discusses the realities of agentic AI versus traditional AI models, emphasizing when to use each and the importance of human oversight in AI systems.

keywords

AI, agentic AI, artificial intelligence, automation, business automation, AI models, AI tools, AI systems, AI in business, AI automation

key topics

Difference between AI and agentic AI

Cost implications of AI systems

When to use AI agents vs traditional AI

Building multi-agent workflows for software development

Importance of human oversight in AI systems

takeaways

AI models already include brain, memory, and tools; the autonomy is what differentiates agentic AI.

Overusing AI agents can be costly and unnecessary for many business processes.

Human oversight remains crucial to ensure AI outputs are accurate and appropriate.

Building multi-agent systems can optimize complex workflows like software development.

Choosing the right level of AI automation depends on the specific business need and budget.

guest name

Rey Ortega

Titles

Understanding Agentic AI: When Human Oversight Matters

AI vs Agentic AI: What Your Business Needs to Know

sound bites

"Agentic AI can be overkill for many business processes."

"Models already come with brain, memory, and tools."

"Autonomy is what truly sets agentic AI apart."

Chapters

00:00 Introduction to AI Agentic Systems

00:30 The Client Story and Overkill of Agentic AI

01:57 Simplifying Business Processes with AI

04:02 Why Overusing Agents Can Be Costly

06:54 Difference Between AI and Agentic AI

10:07 Building Multi-Agent Workflows for Software Development

13:09 The Human Element in AI Oversight

17:01 Skills and Hierarchies in AI Systems

19:56 Cost and Complexity of Agentic AI

23:04 How AI Models Work: Brain, Memory, and Tools

27:56 Autonomy in Agentic AI

29:59 Recap and Final Thoughts on AI Implementation

resources

Claude AI - https://www.anthropic.com/claude

ChatGPT by OpenAI - https://chat.openai.com/

Eleven Labs - https://elevenlabs.io/

Go Digital Strike - https://godigitalstrike.com/

guest links

LinkedIn - https://linkedin.com/in/reyortega

Twitter - https://twitter.com/reyortega

Rey Ortega discusses his recent podcast episode, his work on the Digital Strike program, and the impact of AI on marketing for beginners. He also shares insights on the use of AI agents in business operations and the successful launch of a software application by Grata Software. Rey Ortega shares his journey of learning sales and marketing through trial and error, the frustration of hiring ineffective marketing companies, and the subsequent self-education in AI-driven marketing. He emphasizes the importance of human judgment in marketing and the role of AI as an assistant rather than a replacement.

Takeaways

• AI Marketing for Beginners
• The Role of AI Agents in Business Operations Sales and marketing are crucial for business success
• AI can be leveraged to automate marketing tasks and save time
• Human judgment is the differentiator in marketing and sales

Chapters

• 00:00 Introduction and Podcast Episode
• 03:04 Digital Strike Program and AI Marketing
• 11:05 AI Agents in Business Operations
• 22:11 Successful Launch of Software Application
• 39:05 The Importance of Marketing and Sales
• 40:01 Building a Company on Traditional Sales and Marketing
• 41:27 Frustration with Ineffective Marketing Companies
• 44:49 Self-Education in AI-Driven Marketing
• 50:27 The Role of Human Judgment in Marketing

Rey Ortega shares insights on artificial intelligence, its current state, misconceptions, and future challenges, sparked by a social media interaction. This episode explores the depth of AI knowledge, industry realities, and the importance of research and expertise.

keywords

Artificial Intelligence, Neural Networks, AI Industry, Tech Entrepreneurship, Deep Research, AI Costs, AI Future, Tech Industry Cycles

key topics

Current state of AI and social media misconceptions

The importance of deep research in AI

Industry challenges: costs, hardware, and market dynamics

The cycle of tech innovation and industry giants' strategies

The importance of expertise and research in AI development

sound bites

"Expand the video. Complete the post."

"Getting ready to have this conversation about AI."

"Using ChatGPT doesn't make you an AI expert."

Chapters

00:00 Introduction and Episode Overview

01:17 Rey Ortega's Personal Background and Journey

06:04 The Social Media Incident and Its Significance

09:52 Episode 20 Introduction and Focus on AI

10:35 Current Perceptions of AI on Social Media

11:42 Debunking the Myth: How Well Do We Know the Brain?

14:33 The Foundations of Neural Networks and AI Development

16:24 The Frustration with Superficial AI Knowledge

17:38 The Dangers of Overconfidence and Lack of Research

20:33 The Passion and Deep Knowledge of Early AI Engineers

25:00 The Evolution of Software Engineering and AI

29:42 Building True AI: Deterministic Solutions

32:49 The Economics and Cost of AI Development

36:10 The Misconception of Cheaper AI and Hardware Advances

41:38 The Exponential Cost of AI Processing

44:48 Future Hardware Innovations and Industry Challenges

46:23 Industry Cycles and Big Tech Strategies

50:14 Supporting Small Businesses with AI and Tech

51:02 Upcoming Guests and Future Episodes

Rey Ortega discusses the realities of AI in the workforce, its capabilities, limitations, and the importance of expert involvement in AI development and deployment. He addresses common fears about AI replacing jobs and emphasizes the need for security and expertise in AI applications.

keywords

AI, artificial intelligence, jobs, automation, security, neural networks, large language models, AI safety, AI in business

key topics

AI's probabilistic nature and limitations

The role of human expertise in AI

Security concerns with AI systems

Real-world examples of AI failures

The importance of skilled AI development

Takeaways

AI is probabilistic, not deterministic, and will never be 100% accurate.

Human expertise is essential for building and maintaining secure AI systems.

AI has been used in various applications for years, including in games and physics engines.

AI failures in quality control and customer service highlight the need for human oversight.

Security and proper development practices are crucial to prevent malicious use of AI.

Sound bites

"AI doesn't have true reasoning or experience"

"AI is just a bunch of ones and zeros"

"You need an expert in AI and security"

Chapters

00:00 Introduction and overview of AI's impact on jobs

03:21 Rey Ortega introduces himself and his companies

04:44 Common fears about AI replacing jobs

05:14 Rey explains his background in software and AI

07:07 AI's history and current capabilities

08:29 Understanding large language models and transformers

10:25 Probabilistic vs deterministic AI solutions

13:48 AI's limitations in reasoning and nuance

15:36 Case study: Ford rehires human engineers

16:36 AI's lack of true reasoning and experience

20:37 Failures of AI in quality control and customer service

23:00 Security risks and malicious AI models

30:31 The importance of expert development and security in AI

31:45 Services offered by Rey Ortega for AI and automation

Resources

Grata Software - https://gratasoftware.com

Go Digital Strike - https://godigitalstrike.com

Rey Ortega provides an update on his podcast and discusses his recent public speaking engagements on artificial intelligence. He delves into the rise of agentic AI experts, the challenges with AI models, and the government's push for AI education. Rey also covers the fundamentals of computer science, AI sales and marketing systems, email automation, and the anatomy of a social media post. He emphasizes the importance of leveraging AI and SaaS platforms, and shares insights on upcoming presentations and events. Additionally, Rey discusses the importance of video views and engagement, the role of large language models in AI, and the balancing of work and podcasting.

Takeaways

• Importance of understanding the complexities of agentic AI and the challenges with AI models
• The significance of leveraging AI and SaaS platforms, and the role of large language models in AI
• The importance of video views and engagement, and the need to balance work and podcasting

Chapters

• 00:00 Introduction and Podcast Update
• 05:07 Complexity of Agentic AI
• 11:01 Value Ladder and Messaging
• 16:16 Social Media Lead Capture and Automation
• 21:28 Leveraging Artificial Intelligence and SaaS Platforms
• 27:51 Triggering the Reptilian Brain on Social Media
• 33:18 The Role of Large Language Models in AI

Rey Ortega shares insights on AI hype, misconceptions, and practical tools for small businesses, including his experiences with public speaking, social media strategies, and AI resource management.

keywords:

AI automation, AI misconceptions, small business AI, public speaking, social media marketing, Gamma presentation tool, digital marketing, AI influencers, AI resource management

key topics:

• AI misconceptions and hype cycle
• Practical AI tools for small businesses
• Influencer marketing and social media strategies
• AI resource management and capital access
• My personal journey with public speaking and family challenges

sound bites

"AI agents can't be put into modes"

"AI token costs won't get cheaper"

"There are no modes in AI models"

Chapters

00:00 Introduction and Personal Updates

04:31 The Current State of AI and Automation

13:43 The Role of Influencers in AI Marketing

27:21 Debunking AI Myths and Misconceptions

33:54 Leveraging AI Tools for Presentations

40:26 Conclusion and Audience Engagement

resources

Gamma Presentation Tool - https://gamma.app

Digital Strike Facebook Group - https://www.facebook.com/share/g/17ruSkscU6/

Grata Software - https://gratatech.com

In this episode of the AI Automation Alchemist Podcast, Rey Ortega breaks down a busy day speaking at BizFest on Florida’s Space Coast, where small business owners, entrepreneurs, and professionals gathered to learn practical ways to use artificial intelligence.

Rey shares the five quick AI wins he presented at the event, including writing faster emails, creating short-form video scripts, building a reusable prompt library, reviewing contracts and RFPs with AI, and generating graphics or brand imagery. He also dives into deeper conversations from the event’s AI roundtable, including agentic AI, automation triggers, AI agents, cron jobs, webhooks, and why many business owners still hit a wall when trying to use AI beyond basic prompting.

This episode also covers Rey’s “train track theory,” explaining why companies like OpenAI, Anthropic, Google, Microsoft, and X own the foundational AI models while many startups are simply building “trains” on top of those tracks. Rey also gives his honest take on whether AI will replace people, why human oversight still matters, and how small businesses can start using AI without getting lost in the hype.

If you’re a small business owner, entrepreneur, consultant, or operator trying to understand how AI and automation can actually help your business, this episode will give you practical ideas and a clearer framework.

Learn more about Grata Software:
https://gratasoftware.com

Learn more about Digital Strike:
https://godigitalstrike.com

00:00 Introduction: A busy day at BizFest

01:20 About Grata Software and small business automation

04:00 What BizFest is and why SCORE matters

06:30 Speaking to small business owners about AI

08:45 The challenge of explaining AI as a software engineer

10:30 Getting cut short during the presentation

12:15 AI quick win #1: Writing faster emails

13:25 AI quick win #2: Creating short-form video content

14:50 AI quick win #3: Building a reusable prompt guide

15:55 AI quick win #4: Reviewing contracts and RFPs

17:45 Why every business needs a brand voice document

18:55 AI quick win #5: Images, graphics, and professional branding

19:51 The AI roundtable discussion

22:20 Questions about AI agents and automation

24:00 What AI agents really are

26:10 Why agentic AI still confuses many business owners

28:00 The WordPress comparison: simple tools become complex

30:00 Will AI replace people?

32:30 Why human-in-the-loop still matters

34:00 The “AI won’t replace you…” conversation

35:00 Rey’s train track theory for AI companies

37:30 Why AI wrappers are vulnerable

39:30 Cursor, Composer, and owning the coding train track

41:30 Digital Strike: AI consulting and training for small businesses

43:10 LATAM event and international AI opportunities

46:00 How to connect and become a podcast guest

47:30 Closing thoughts on AI and automation

#AIForBusiness #SmallBusinessAutomation #ArtificialIntelligence #AIAutomation #AIAgents #Entrepreneurship #GrataSoftware #DigitalStrike #PromptEngineering #BusinessGrowth

AI is moving fast, but most people are still stuck at the starting line.

In this episode of the AI Automation Alchemist Podcast, Rey Ortega sits down with Max Kyllonen for a deep conversation about where AI is really headed, why most business owners are overwhelmed by it, and why the future may not be about better prompts… but better intentions.

We talk about:

• Why AI feels “alien” to most people
• The problem with basic prompt engineering
• Why Max believes “intentioneering” is the next major AI skill
• Claude vs. ChatGPT vs. Grok
• How AI changes marketing, software, business, and decision-making
• Why humans still matter in AI systems
• The real danger of optimizing AI for the wrong outcome
• How business owners can start using AI without getting overwhelmed

Max also breaks down why he teaches AI from a relationship and personality perspective first, because when AI feels like a true collaborator, people start using it differently.

If you are a business owner, entrepreneur, marketer, engineer, or just trying to understand how AI fits into your future, this conversation is for you.

Instagram: https://www.instagram.com/a_real_max_k/
Facebook: https://www.facebook.com/max.kyllonen
Website: https://www.maxoutloud.com/
COYOU AI: https://www.coyou.ai/

Grata Software: https://www.gratasoftware.com/
Digital Strike: https://godigitalstrike.com/

00:00 Intro
00:52 Why everyone is talking about AI
01:48 Why AI feels amorphous and hard to explain
06:07 Why Max starts AI training with pen and paper
07:05 Building AI-powered marketing systems
10:04 How few people are really using AI deeply
14:00 Why AI adoption is different from the internet
17:09 Will AI create massive unemployment?
20:14 The dangerous middle period of AI disruption
27:19 Why AI may never become fully autonomous
32:40 Why intention matters more than tools
34:00 AI and the prisoner’s dilemma
36:04 Using AI as a collaborator
40:20 Max’s AI training framework
41:36 ADHD, associative thinking, and AI
47:52 The moment AI copywriting changed everything
50:26 Claude, Sonnet, Opus, and model selection
57:39 Using Grok for brainstorming
58:26 Intention defines context
01:01:16 Where intentioneering is going
01:06:49 Open-source models and local AI
01:12:10 Hybrid AI systems and local models
01:15:20 Why your intention is the real unlock
01:17:42 Where to find Max

#AI #ArtificialIntelligence #AIAutomation #PromptEngineering #ClaudeAI #ChatGPT #GrokAI #Entrepreneurship #BusinessAutomation #MarketingAutomation #FutureOfWork #AIForBusiness #SmallBusinessAI #Intentioneering #AIAgents