What’s the BUZZ? — AI in Business

AI is moving quickly from experimentation to deployment, but what does it actually take to operationalize AI successfully?
In this episode of “What’s the BUZZ?”, host Andreas Welsch speaks with Kristen Kehrer about the operational realities behind deploying AI, LLMs, and agentic systems in enterprise environments.
Three key insights stand out:
Production AI requires more than a successful demo
 Many organizations underestimate the complexity of moving AI systems into production. Reliable deployment requires monitoring, governance, iteration, and collaboration across business and technical teams.
Clean data and knowledge bases remain essential
 Even advanced AI systems depend on high-quality documentation and structured information. Weak knowledge bases often lead to unreliable outputs and poor user experiences.
LLMOps introduces a new operational layer
 Managing prompts, retrieval pipelines, evaluations, and interaction quality has become critical as organizations scale customer-facing AI systems and AI agents.
A practical reminder: successful AI adoption is not about deploying the newest model first. It is about building reliable systems, strong operational processes, and the right collaboration between people and technology.
Listen to the full episode for a grounded perspective on what it takes to operationalize AI at scale.

Questions or suggestions? Send me a Text Message.
Support the show
***********
Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.

Level up your AI Leadership game with the AI Leadership Handbook (https://www.aileadershiphandbook.com) and shape the next generation of AI-ready teams with The HUMAN Agentic AI Edge (https://www.humanagenticaiedge.com).

More details:
https://www.intelligence-briefing.com
All episodes:
https://www.intelligence-briefing.com/podcast
Get a weekly thought-provoking post in your inbox:
https://www.intelligence-briefing.com/newsletter

AI is getting a lot of attention, but where does it actually create measurable impact?

In this episode of “What’s the BUZZ?”, host Andreas Welsch speaks with Ariana Smetana, CEO of AccelIQ Digital, about how finance teams can move from experimentation to real outcomes using AI in document processing and reporting.

Three key insights stand out:

- Start with the bottleneck, not the technology
Many finance teams still rely on manual spreadsheets to assemble and validate data. The real opportunity lies in addressing these operational constraints and enabling faster, more proactive decision-making.

- Balance probabilistic AI with deterministic accuracy
In finance, “almost right” is not acceptable. A layered approach of combining human validation, deterministic calculations, and AI-driven summarization ensures both speed and trust.

- Keep humans in control to build trust and adoption
AI should augment, not replace, domain expertise. Embedding human oversight across the process is critical to ensuring accuracy, security, and confidence in outputs.

A practical reminder: successful AI adoption is not about doing everything or about doing something flashy. It is about solving the right problem, in the right way, with the right level of control.

Listen to the full episode for a grounded perspective on applying AI where precision truly matters.
Questions or suggestions? Send me a Text Message.
Support the show
***********
Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.

Level up your AI Leadership game with the AI Leadership Handbook (https://www.aileadershiphandbook.com) and shape the next generation of AI-ready teams with The HUMAN Agentic AI Edge (https://www.humanagenticaiedge.com).

More details:
https://www.intelligence-briefing.com
All episodes:
https://www.intelligence-briefing.com/podcast
Get a weekly thought-provoking post in your inbox:
https://www.intelligence-briefing.com/newsletter

What if you could get your executive's feedback before your big presentation to them (with zero effort)? Agentic AI makes it possible.
In the latest episode of “What’s the BUZZ?”, host Andreas Welsch sits down with Elise Neel, SVP of Global Strategy and Strategic Partnerships at Panasonic, to explore what it really takes for executives to lead in an era of Agentic AI.
This conversation goes beyond the hype and gets into a far more important question: How does leadership evolve when intelligence is no longer scarce?
Catch the BUZZ:
- Why the best leaders are the best orchestrators
- How Agentic AI reshapes operating models in addition to productivity
- Why executive leaders need hands-on experience beyond theoretical understanding
- How sparring agents scale executives’ time and feedback

Leaders looking to move from AI curiosity to real organizational impact find examples and inspiration in this episode to evolve their own leadership approach.
Questions or suggestions? Send me a Text Message.
Support the show
***********
Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.

Level up your AI Leadership game with the AI Leadership Handbook (https://www.aileadershiphandbook.com) and shape the next generation of AI-ready teams with The HUMAN Agentic AI Edge (https://www.humanagenticaiedge.com).

More details:
https://www.intelligence-briefing.com
All episodes:
https://www.intelligence-briefing.com/podcast
Get a weekly thought-provoking post in your inbox:
https://www.intelligence-briefing.com/newsletter

What does it actually take to build AI governance that enables innovation instead of slowing it down?
In this episode of “What’s the BUZZ?”, host Andreas Welsch sits down with Walter Haydock, CEO of StackAware, to break down how leaders can move from reactive AI usage to structured, scalable governance without killing momentum.
Together, they discuss why most organizations get AI risk wrong, where governance efforts typically fail, and how to design a program that balances speed, security, and business value. He shares practical insights on defining risk appetite, simplifying policies, and avoiding the extremes that derail AI adoption.
Highlights you’ll get from the conversation:
Why most companies fall into two traps—“ban AI” or “anything goes”—and how to find the middle ground.
The three risks every AI leader must address: data confidentiality, IP ownership, and reputation.
What ISO 42001 actually provides and how it helps operationalize AI governance at any scale.
The only four ways to handle risk—and why AI doesn’t change these fundamentals.
How to define risk appetite in real business terms to guide faster, better decisions.
Why overly complex data classification policies fail—and what to do instead.
The #1 mistake organizations make when implementing governance programs: unrealistic timelines.

If you want a clear, practical approach to managing AI risk while still moving fast, this episode delivers actionable guidance you can apply immediately.

Listen now to learn how to turn AI governance from a bottleneck into a competitive advantage.
Questions or suggestions? Send me a Text Message.
Support the show
***********
Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.

Level up your AI Leadership game with the AI Leadership Handbook (https://www.aileadershiphandbook.com) and shape the next generation of AI-ready teams with The HUMAN Agentic AI Edge (https://www.humanagenticaiedge.com).

More details:
https://www.intelligence-briefing.com
All episodes:
https://www.intelligence-briefing.com/podcast
Get a weekly thought-provoking post in your inbox:
https://www.intelligence-briefing.com/newsletter

What do you do when AI takes the junior roles, and attention becomes your most valuable resource? 
Steven Puri and host Andreas Welsch map a practical path from distraction and short-term thinking to sustainable high performance.
In this episode, Steven, a former studio exec, serial founder, and the mind behind a focus app, explains why entry-level jobs are changing, where real human value is rising, and how individuals and teams can design work around attention, not just task lists. He shares concrete techniques for getting into flow, beating the "cold start" procrastination loop, and using AI as a force multiplier rather than a replacement.
Highlights you’ll get from the conversation:
Why the bottom rungs of traditional career ladders are evaporating and what that means for talent development.
The new premium on deep work: what humans still do better than LLMs and how to protect that time.
Practical habits to find your best creative windows (chronotype + simple tracking exercise).
A productivity hack that actually works: hide everything but your top 3 tasks to defeat paralysis.
How to use AI tools to prototype, learn, and ship faster — and why that can accelerate career growth.
Leadership blind spots: the danger of short-term cost cuts and why planning for multi-year development still matters.
If you want actionable ways to reclaim your attention, structure your day for meaningful output, and turn AI into an enabler of skill growth, this episode is full of concrete, repeatable tactics.
Listen now to learn how to turn AI hype into habits and outcomes that actually move your work and career forward.
Questions or suggestions? Send me a Text Message.
Support the show
***********
Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.

Level up your AI Leadership game with the AI Leadership Handbook (https://www.aileadershiphandbook.com) and shape the next generation of AI-ready teams with The HUMAN Agentic AI Edge (https://www.humanagenticaiedge.com).

More details:
https://www.intelligence-briefing.com
All episodes:
https://www.intelligence-briefing.com/podcast
Get a weekly thought-provoking post in your inbox:
https://www.intelligence-briefing.com/newsletter