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Prompt and Circumstance
Mike Richardson, Mark Redgrave, Ryan Neimann & Tom Adams
7 episodes
2 days ago
It’s human-friendly banter about code, culture, and CEO reality checks—served up by Mike Richardson, Ryan Niemann, Mark Redgrave, and Tom Adams. No jargon. No hype. Just real talk from four guys who’ve seen it all, and aren’t afraid to say what everyone’s thinking.
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Technology
Business,
Management
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All content for Prompt and Circumstance is the property of Mike Richardson, Mark Redgrave, Ryan Neimann & Tom Adams and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
It’s human-friendly banter about code, culture, and CEO reality checks—served up by Mike Richardson, Ryan Niemann, Mark Redgrave, and Tom Adams. No jargon. No hype. Just real talk from four guys who’ve seen it all, and aren’t afraid to say what everyone’s thinking.
Show more...
Technology
Business,
Management
https://is1-ssl.mzstatic.com/image/thumb/Podcasts211/v4/5d/86/9d/5d869df0-bfb5-4c80-f85a-d73729149b13/mza_636557450117631443.jpg/600x600bb.jpg
Agentic AI Strategy: Navigating Business Transformation and Cost Realities
Prompt and Circumstance
46 minutes
1 month ago
Agentic AI Strategy: Navigating Business Transformation and Cost Realities

CEOs and leaders face the critical challenge of navigating AI transformation while managing costs and organizational change. The reality is that while 80% of organizations explore AI pilots, only 40% successfully deploy them, creating a gap between ambition and execution. Agentic AI—systems that autonomously accomplish goals rather than just completing tasks—promises immense productivity gains but comes with significant cost considerations that can quickly derail budgets.

The conversation reveals that businesses must avoid the "loudest voice trap" where AI investments disproportionately target sales and marketing despite back-office operations offering more demonstrable ROI. Leaders need to embrace self-disruption before external forces mandate it, as demonstrated by Fiverr's public transformation announcement to create "AI-first teams" despite painful personnel reductions. The key is moving from analysis paralysis to action through focused experiments and capability building, with companies like Accenture training 700,000 employees on agentic AI to stay competitive.

Highlights

- Agentic AI development costs can escalate rapidly, requiring diversified tool strategies
- Better-faster-cheaper framework identifies overlapping opportunities for AI implementation
- Weekly executive meetings about AI transformation double the likelihood of successful change
- 95% of agentic AI projects currently fail to deliver significant business impact
- Training existing staff prevents talent shortages and builds internal AI capabilities

Important Concepts and Frameworks

- Agentic AI — Autonomous systems that accomplish goals rather than just completing tasks
  - Link: https://news.microsoft.com/source/features/ai/ai-agents-what-they-are-and-how-theyll-change-the-way-we-work/

- Better-Faster-Cheaper Framework — Triangulating business improvement opportunities
  - Link: https://medium.com/initialized-capital/better-faster-cheaper-cf510c1fc32

- AI-Driven Leader Methodology — Strategic approach to AI transformation
  - Link: https://www.aileadership.com/book

- Conversation Flow to Cash Flow — Regular executive dialogue driving AI implementation
  - Link: https://arya.ai/blog/ai-in-cash-flow-forecasting

Tools & Resources Mentioned

- Fiverr — Marketplace for freelancers undergoing AI-first transformation
  - Link: https://www.linkedin.com/pulse/fiverr-going-back-startup-mode-micha-kaufman-jfe6f/

- Pragmatic Coders — Source for AI implementation statistics and research
  - Link: https://www.pragmaticcoders.com/resources/ai-agent-statistics

- BCG AI Research — Comprehensive AI statistics and growth projections
  - Link: https://www.bcg.com/capabilities/artificial-intelligence/insights
  - https://www.bcg.com/capabilities/artificial-intelligence/ai-agents

- McKinsey AI Insights — Research on AI deployment and organizational impact
  - Link: https://www.mckinsey.com/capabilities/quantumblack/how-we-help-clients

- Accenture AI Training — Large-scale employee upskilling programs
  - Link: https://www.linkedin.com/pulse/training-workforce-accentures-700000-staff-talent-gap-prasad-wbbuc/     
  - https://www.youtube.com/shorts/pJpdH9P2ars

- Arogon.ai - AI headshot generator
   - Link: https://www.aragon.ai/

----------------------------------------
Calls to Action

1. Conduct a better-faster-cheaper brainstorming session to identify AI implementation opportunities
2. Establish weekly executive meetings dedicated to AI transformation progress
3. Run focused experiments on one identified opportunity rather than attempting broad implementation
4. Develop internal training programs to build AI capabilities within existing teams
5. Create small, productive AI-first teams to drive organizational change

Key Quotes

- "Self-disrupt before the world does it for you" — Mike Richardson
- "AI is the doorway drug to agentic transformation" — Tom Adams
- "Conversation flow is cash flow in AI implementation" — Ryan Neimann
- "Train your people rather than waiting to hire expensive talent" — Mark Redgrave

Chapters

00:28 — Introduction: Navigating AI Transformation Challenges
02:38 — Better-Faster-Cheaper Framework for AI Implementation
04:15 — Agentic AI Costs and Development Realities
05:44 — Defining Agentic AI: From Tasks to Goals
07:51 — The AI Awareness Gap: Inside vs. Outside Perspectives
14:45 — Fiverr's Public Transformation Announcement Case Study
18:00 — Self-Disruption Strategy: Leading Change Before It's Forced
25:54 — BCG Statistics: AI Growth Projections and Implementation Gaps
28:15 — Sales vs. Back-Office AI Investment Priorities
33:36 — Accenture's 700,000 Employee Training Initiative
35:29 — Building AI Capability Through Progressive Implementation
38:44 — Talent Strategy: Training vs. Hiring in AI Transformation
41:09 — Actionable Frameworks for Immediate AI Implementation
43:31 — The Importance of Experimentation and Learning by Doing
44:11 — Executive Priority Setting for AI Success

Meet the Crew

Mike Richardson – Agility, Peer Power & Collective Intelligence
Website: https://mikerichardson.live/
LinkedIn: https://www.linkedin.com/in/agilityexpertmikerichardson/

Ryan Niemann – Software CEO & Board Operator
Website: https://bob3.pro/
LinkedIn: https://www.linkedin.com/in/ryanniemann/

Mark Redgrave – Agility, People and Performance
Website: https://www.shift-transform.com/
LinkedIn: https://www.linkedin.com/in/mredgrave/

Tom Adams – Executive Coach, Advisor & Trail Blazer
Website: https://tomadams.com/
LinkedIn: https://www.linkedin.com/in/tomadamscoach/

Prompt and Circumstance
It’s human-friendly banter about code, culture, and CEO reality checks—served up by Mike Richardson, Ryan Niemann, Mark Redgrave, and Tom Adams. No jargon. No hype. Just real talk from four guys who’ve seen it all, and aren’t afraid to say what everyone’s thinking.