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Disambiguation

Disambiguation

Michael Fauscette

"Disambiguation is the process of removing confusion around terms that express more than one meaning and can lead to different interpretations of the same string of text."
Host Michael Fauscette of Arion Research; a leading technology analyst, tech startup advisor, consultant, board member, and storyteller; and his guests "remove the confusion around" artificial intelligence (AI), generative AI and business automation by looking at the business solutions available today to improve business outcomes and gain competitive advantage.
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Top 10 Disambiguation Episodes

Goodpods has curated a list of the 10 best Disambiguation episodes, ranked by the number of listens and likes each episode have garnered from our listeners. If you are listening to Disambiguation for the first time, there's no better place to start than with one of these standout episodes. If you are a fan of the show, vote for your favorite Disambiguation episode by adding your comments to the episode page.

Disambiguation - February 2025 AI Pulse
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02/17/25 • 43 min

Welcome to the February edition of the AI Pulse episode of the Disambiguation Podcast! Join your host, Michael Fauscette, and co-host Tom Pringle as they dive into the latest trends and developments in artificial intelligence, generative AI, and business automation.In this episode, we explore:-The significant $60 billion boost in enterprise cloud spending driven by the generative AI boom.
-The implications of DeepSeek's groundbreaking advancements in AI and its impact on the market.
-The ongoing debate around AI's return on investment and productivity gains across various industries.
-The rise of agentic AI and the challenges of managing a digital workforce.
-Exciting innovations like self-healing concrete that could revolutionize infrastructure.
Tune in for insightful discussions, expert opinions, and a touch of humor as we navigate the ever-evolving landscape of AI technology. Don't forget to like, share, and subscribe for more episodes!
For more research on AI and other software, visit arionresearch.com. If you're an expert in AI, generative AI, or business automation, reach out to us at [email protected].
Join us next week for more engaging conversations on the Disambiguation Podcast!
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Disambiguation - Special Edition: Tableau Conference 2025
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04/21/25 • 47 min

Welcome to a special edition of the Disambiguation Podcast, recorded live from Tableau Conference 2025 in San Diego! Join host Michael Fauscette as he interviews Umair Rauf, VP of Product Management at Salesforce Tableau, who shares insights on the exciting developments in analytics and AI.
In this episode, we dive into the concept of Agentic Analytics and how it transforms the way businesses interact with data. Umair discusses AgentForce and Tableau Next, highlighting how these innovations enhance user experience for both analysts and end-users.Key topics include:-The role of AgentForce in ensuring trusted data and preventing AI hallucinations.
-How Tableau Next is revolutionizing analytics by making it more proactive and predictive.
-The introduction of new agents like DataPro, Concierge, and Inspector, and their impact on user productivity.
-The importance of transparency and ethical considerations in AI-driven analytics.Whether you're a business leader, data analyst, or simply interested in the future of AI and analytics, this episode is packed with valuable insights to help you navigate the evolving landscape of data-driven decision-making.Don't forget to like, share, and subscribe for more episodes on AI, generative AI, and business automation!For more research on AI and software, visit arionresearch.com. If you're an expert in AI or business automation, reach out to us at [email protected] us next week for more enlightening discussions on the Disambiguation Podcast!
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Disambiguation - Special Edition Salesforce TDX 2025 Part Two
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03/17/25 • 29 min

Welcome to Part 2 of our special edition podcast from Salesforce TDX 2025! In this episode, host Michael Fauscette sits down with Kushwant Singh, SVP of Product Management at Salesforce, to dive deep into the world of agentic AI and the innovative AgentForce platform.Join us as we explore:-What agentic AI means and how it serves as a "digital neighbor" for organizations.
-The key differentiators of AgentForce compared to traditional AI solutions.
-Real-world use cases, including how companies like AAA and Smartsheet are leveraging agentic AI to enhance customer experiences.
-The importance of trust, governance, and personalized interactions in AI applications.
-How businesses can effectively integrate agentic AI into their workflows and the role of APIs in this process.
Whether you're a business leader looking to understand the impact of AI on your organization or a developer interested in the technical aspects of building agents, this episode is packed with insights and practical advice.Don't forget to like, share, and subscribe for more episodes on AI, generative AI, and business automation! If you're an expert in these fields, reach out to us at [email protected] more research on AI and other software, visit arionresearch.com.Join us next week for more exciting discussions on the Disambiguation Podcast!
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Disambiguation - Intelligent RevOps: Leveraging AI for Sales Success
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02/24/25 • 48 min

Welcome to this week's episode of the Disambiguation Podcast! Join host Michael Fauscette as he dives into the world of Intelligent RevOps and explores how AI is transforming sales success.
In this episode, Michael is joined by Tony Keskinen, the Chief Product Officer and co-founder of 180Ops. With a rich background in advertising and customer journey analytics, Tony shares insights on how AI can help sales teams overcome challenges, improve decision-making, and drive revenue growth.
Key topics discussed include:-The impact of AI on sales productivity and revenue operations
-How 180Ops leverages data to provide actionable insights for go-to-market teams
-The importance of integrating internal and external data for better customer understanding
-The shift from predictive to prescriptive analytics in sales strategies
-Real-world applications of AI in optimizing sales processes and customer relationships
Tony also highlights the significance of creating a unified information model across sales, marketing, and customer success to maximize customer lifetime value.
Don't miss this insightful conversation that uncovers the future of revenue intelligence and the role of AI in shaping sales strategies!
Tune in now and discover how to leverage AI for your business success!

If you enjoy the episode, please like, share, and subscribe to our channel. For more research on AI and business automation, visit arionresearch.com.
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Disambiguation - November 2024 AI Pulse
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11/18/24 • 46 min

In this episode of Disambiguation, co-hosted with Tom Pringle, we dive into the November edition of AI Pulse, where we explore the latest developments in AI, generative AI, and business automation. We discuss the current state of AI news, noting a slight decrease in dramatic headlines compared to previous cycles, which may indicate a maturation of the industry.
Michael shares insights from his recent work on language models, highlighting the emergence of industry-specific models from Microsoft and Google's new developments in large language models that mimic smaller models' efficiency. We delve into the concept of Relaxed Recursive Transformers (RPTs) and their potential to optimize resource usage.
The conversation shifts to the importance of model specificity, particularly in business processes, where tailored models can enhance productivity. We also touch on the intriguing idea of large behavior models (LBMs) that focus on understanding human emotions, which could revolutionize customer service interactions.
As we navigate through the implications of AI in business, we consider the balance between structured and unstructured activities, emphasizing the need for human creativity in decision-making processes. We also discuss the ongoing interest from venture capitalists in AI startups, with significant funding rounds indicating a robust future for AI innovation.
Overall, this episode provides a comprehensive overview of the current AI landscape, the challenges and opportunities it presents, and the critical role of human insight in leveraging these technologies effectively. Join us as we unpack these topics and more in our ongoing exploration of AI's impact on business.
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Disambiguation - October 2024 AI Pulse

October 2024 AI Pulse

Disambiguation

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10/21/24 • 47 min

Welcome to the October edition of AI Pulse on the Disambiguation Podcast! Join your host, Michael Fauscette, and co-host Tom Pringle as they dive into the latest trends and developments in AI, generative AI, and business automation.
In this episode, we explore:-The recent funding round for OpenAI and its implications for the AI landscape.
-The dominance of generative AI in venture capital funding, with 40% of all VC funding going to generative AI startups.
-The emergence of liquid foundation models and their potential to revolutionize AI training and efficiency.
-The impact of NVIDIA's Blackwell GPU and the challenges of supply in the tech industry.
-The fascinating concept of autonomous agents and their role in enhancing customer service and decision-making processes.
-A light-hearted discussion about a new AI technology that allows dogs to communicate with their owners.
Tune in for an engaging conversation filled with insights, predictions, and a touch of humor as we navigate the rapidly evolving world of AI. Don't forget to subscribe and leave us a five-star rating if you enjoy the show!
For more on AI and other software research reports, check out arionresearch.com. If you have expertise in AI, generative AI, or business automation, email us at [email protected] to be a guest on our show!
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Disambiguation - Revolutionizing Code Maintenance with AI
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01/06/25 • 50 min

Welcome to the 1st episode of season 3! In this episode of Disambiguation, host Michael Fauscette sits down with Matt Van Itallie, founder and CEO of SEMA, to explore the critical role of AI in code maintenance. They discuss the challenges that executives face in gaining visibility into their engineering organizations and discuss how SEMA aims to bridge that gap.
Matt shares his unique background, from his upbringing in a family of programmers to his journey through various sectors, including education and technology. He explains the origin of SEMA and its mission to provide a comprehensive understanding of code health, emphasizing the importance of translating complex technical data into actionable insights for business leaders.
The conversation covers a range of topics, including:-The difficulties of creating a unified CTO dashboard for engineering insights.
-The significance of context in assessing code quality and technical debt.
-The impact of generative AI on software development and maintenance.
-Strategies for managing risks associated with AI-generated code and open-source software.
Matt also offers valuable advice on how organizations can effectively manage technical debt and the importance of aligning engineering goals with business outcomes.
Tune in for an informative discussion that will help business leaders understand how to leverage AI tools for maximum impact in their software development processes!
Key Takeaways:-The importance of visibility in engineering organizations.
-How to contextualize code health metrics for executive understanding.
-The role of generative AI in enhancing productivity and code quality.
-Strategies for mitigating risks associated with AI and open-source software.
-Matt Recommends:
-Brian Kaplan, professor of economics at George Mason University
-Ethan Mollick, professor of management at Wharton.
Don't forget to like, share, and subscribe for more insights on AI and business automation!
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In this episode of Disambiguation, I had the pleasure of speaking with Ryan Nichols, the Chief Customer Officer at Salesforce Service Cloud. We dive into the exciting world of autonomous agents in customer service, a topic that has garnered significant attention and interest in recent times.
Ryan provided valuable insights into the evolution of AI in customer service, highlighting the transition from traditional chatbots to more advanced autonomous agents. We discussed how these agents leverage large language models to not only generate responses but also take action on behalf of customers, significantly enhancing the customer experience while reducing operational costs.
One of the key points we explored was the importance of grounding these AI models in reliable data, which is crucial for delivering personalized and accurate responses. Ryan emphasized the role of Salesforce's AgentForce platform in empowering customer service teams to define specific tasks for these agents, ensuring they operate within clear guidelines and can effectively assist customers.
We also touched on the hybrid model of customer service, where AI agents work alongside human agents. This collaboration allows human representatives to focus on more complex and emotionally charged issues, ultimately improving customer satisfaction and fostering deeper relationships.Ryan shared a compelling case study about Saks, a luxury retailer that successfully implemented an autonomous agent to streamline their return process, demonstrating the tangible benefits of this technology. We discussed the challenges companies face in deploying these agents, particularly around data fragmentation, and how Salesforce is addressing these issues through its data cloud initiatives.
As we wrapped up, Ryan offered his thoughts on the future of AI in customer service, including the potential for multimodal interactions and the integration of voice capabilities. He also highlighted the need for leaders to maintain an imaginative perspective on how technology can shape the future of customer engagement.
Ryan recommends: Fall; or, Dodge in Hell by Neil Stephenson and Cal Newport in his work on "Deep Work" and "Slow Productivity"
Overall, this conversation provided a fascinating look at the transformative potential of autonomous agents in customer service and the ongoing journey toward more efficient and empathetic customer interactions. Thank you for joining us, and I hope you found this episode as enlightening as I did!
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Welcome to this week's episode of the Disambiguation Podcast! Join host Michael Fauscette as he dives into the transformative world of autonomous AI and its impact on customer journey mapping.
In this episode, we explore insights from the latest report titled "Dynamic Pathways, Autonomous AI and the Evolution of Customer Journey Mapping." Discover how businesses are moving away from static customer journey maps to dynamic, real-time experiences that truly understand and anticipate customer needs.
Key topics include:-The shift from traditional customer journey maps to fluid, personalized experiences.
-How autonomous AI is revolutionizing customer interactions through real-time data analysis.
-The role of emotional intelligence in AI and its ability to respond to customer feelings.
-Examples of anticipatory customer service and how companies are proactively addressing potential issues.
-The importance of seamless omnichannel experiences and AI-human collaboration.
Whether you're a business leader, an AI enthusiast, or just curious about the future of customer engagement, this episode is packed with valuable insights and practical examples.
Don't forget to like, share, and subscribe for more discussions on AI, generative AI, and business automation!
For more research on AI and other software, visit arionresearch.com. If you're an expert in AI, generative AI, or business automation, reach out to us at [email protected].
Join us next week for more enlightening conversations!
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Disambiguation - Special Edition Salesforce TDX 2025 Part One
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03/10/25 • 46 min

Welcome to a special edition of the Disambiguation podcast, recorded live from Salesforce TDX 2025 in San Francisco! Join host Michael Fauscette as he dives deep into the world of Agentic AI and Salesforce's innovative strategies with guests Jacob Lehrbaum, SVP of Product Marketing, and Gary Brandeleer, VP of Product Management.
In this episode, we explore:-Salesforce's overall Agentic AI strategy and the latest announcements from TDX 2025.
-The evolution of AI Assist and how it's transforming business automation.
-Real-world applications of AgentForce, including a fascinating case study on how AI is enhancing customer interactions and support.
-The future of digital labor and how businesses can leverage AI to improve productivity and collaboration.
-Insights into the AgentBlazers initiative and the importance of community in driving AI adoption.
Plus, stay tuned for an exciting demonstration of the Agentic Robotic Operating System, showcasing how AI can be integrated with robotics to solve real-world problems with Charlie Isaacs, CTO Customer Connection and Julia Reguera, Sr Solution Engineer.
Don't miss this insightful conversation that will help business leaders understand the impact of AI on their operations and the future of work!
Subscribe to our channel for more episodes on AI, business automation, and technology trends!
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FAQ

How many episodes does Disambiguation have?

Disambiguation currently has 87 episodes available.

What topics does Disambiguation cover?

The podcast is about Business Strategy, Podcasts, Technology, Automation, Business and Artificial Intelligence.

What is the most popular episode on Disambiguation?

The episode title 'Disambiguation Podcast Episode 1: AI for Marketing' is the most popular.

What is the average episode length on Disambiguation?

The average episode length on Disambiguation is 39 minutes.

How often are episodes of Disambiguation released?

Episodes of Disambiguation are typically released every 7 days.

When was the first episode of Disambiguation?

The first episode of Disambiguation was released on Aug 5, 2023.

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