Prompt. Refine. Repeat. How to Use AI Effectively in Your Workflow. Keynote Speech.

Prompt. Refine. Repeat.

How to Use AI Effectively in Your Workflow

Tired of being told to just be resilient without being shown how? This keynote flips the script on burnout culture, and actually delivers.
Session Description
Most people approach AI tools the same way: type something in, get something generic back, feel underwhelmed, and walk away convinced that artificial intelligence isn't for them. Or they paste the first output directly into their work and wonder why it sounds nothing like them.

The problem isn't the tool. It's the process. One-shot prompting almost never works. What does work is iteration, and that's exactly what most people have never been shown.

In this practical, lively workshop on AI transformation, AI speaker and practitioner Ari Gunzburg pulls back the curtain on what it actually takes to get real results from AI. Drawing from his own daily workflow and years of hands-on experimentation with tools like ChatGPT and Claude, Ari breaks down his Prompt. Refine. Repeat. framework in a way that makes AI feel approachable, useful, and genuinely fun for any audience regardless of technical background. Expect humor, live demonstrations, and relatable use cases that make the learning stick.

This session isn't about becoming an AI expert. It's about becoming someone who uses AI confidently and effectively, without the overwhelm, the jargon, or the fear of being left behind. Ari shows the difference between one-shot prompting and iterative collaboration, helps audiences understand how AI models actually think, and gives everyone in the room a method they can apply immediately, whether they're writing emails, building presentations, brainstorming strategy, or just trying to figure out what to have for dinner.

Bonus: Yes, parts of this description were written by AI and refined by a human.
Interested in this speech? Check Ari's Availability

Perfect For / Ideal Audience

This speech is the right fit for:
  • Professionals curious about how AI fits into their daily workflow but unsure where to start
  • First-time or hesitant AI users looking for confidence and a clear framework rather than more hype
  • Teams frustrated with generic AI outputs and underwhelming results from their current attempts
  • Organizations aiming to boost productivity and innovation without technical overwhelm
  • Anyone who wants to use AI as a collaborator rather than treat it as a competitor or a threat
  • Conference breakout tracks focused on productivity, innovation, or the future of work
  • Any corporate event seeking an AI workshop facilitator who makes the learning practical and genuinely enjoyable

Key Takeaways

Audiences leave this session with:
  • The Prompt. Refine. Repeat. framework — a clear, immediately applicable method for getting dramatically better results from any AI tool
  • Live examples showing how small prompting changes produce drastically different outputs — seeing the difference in real time rather than being told about it theoretically
  • A no-jargon explanation of how AI models actually work — enough understanding to use the tools intelligently without needing a technical background
  • Confidence using tools like ChatGPT and Claude — leaving as someone who can actually collaborate with AI rather than someone who tried it once and gave up
  • A more empowered mindset toward technology change — seeing AI as a tool they can master rather than a force happening to them

Program Format Options

Mainstage (45–90 minutes)

While this workshop is more focused on true implementation, if desired, this can be a main stage presentation.

Breakout (60–120 minutes)

A focused workshop experience designed for conference breakout tracks and shorter training slots. Covers the framework, live demonstrations, and guided practice within a tighter timeframe.

Workshop (Half-Day)

The full hands-on experience where participants work through the framework with their own devices and real use cases from their actual work. Extended live demonstrations, guided practice, and Q&A throughout. The longer the format, the deeper the practice and the stronger the confidence participants leave with. Ideal for conference breakout sessions, team development days, and corporate training events.

Virtual / Hybrid

Available for remote and distributed teams. When possible, the live demonstration format translates naturally to virtual delivery: seeing AI outputs appear in real time on screen is engaging even virtually.
In addition to the formats you see here, we can likely accommodate whatever format is best for you.
Ari Gunzburg Speaking at Conference

Full Program Description

There is a gap between how most people use AI and how AI actually works, and that gap is why so many people feel underwhelmed, frustrated, or quietly convinced that the tool isn't for them. The gap isn't intelligence or technical ability. It's process.

Specifically, it's the assumption that AI works like a search engine, you put a query in, get a useful answer out. It doesn't. AI works like a collaborator. And collaboration requires iteration, not one-shot requests.

The Prompt. Refine. Repeat. framework is built around that reality. Three steps that sound simple and, with a little practice, change the entire experience of using AI tools. Here is the framework:

Prompt — to start with a clear, specific request that gives the AI enough context to be useful.

Refine — assess the output honestly, identify what's working and what isn't, and adjust the prompt based on what you learned.

Repeat — iterate through that cycle until the output is actually good.

In this workshop, Ari (an AI transformation speaker) draws from his daily workflow as someone who has used AI tools extensively across writing, strategy, presentations, research, and creative projects to show participants exactly what that iteration looks like in practice. The live demonstrations are the heart of the session, watching a prompt go from generic to specific, and an AI output go from mediocre to genuinely useful, in real time is what shifts people from skeptics to users faster than any explanation could.

Ari also addresses the concerns that most AI workshops skip over. How do you keep your own voice when using AI to write? How do you know when to trust the output and when to question it? What do you do when AI confidently gives you something wrong? These are the questions that keep hesitant users hesitant, and this workshop answers them practically rather than theoretically.

The session closes with participants having applied the framework to at least one real use case from their own work, so they leave not just having learned something but having done something. That practical experience is what converts understanding into genuine confidence, which is the real goal of this workshop.

Available for conference breakout sessions, corporate training days, team development events, technology conferences, innovation summits, and professional association events nationwide. This workshop is a of the most requested practical AI workshops for corporate and professional audiences across the United States and Canada.

This program description was written by AI and refined by a human. Could you tell before we pointed it out?
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Ari Gunzburg has worked with teams in these companies and more.Ari Gunzburg has worked with teams in these companies and more.
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What Others Say

Absolutely amazing. One of the BEST speakers I’ve ever seen. Very inspiring.

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Ari was fantastic to work with...and very responsive during the lead up to our event.

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Outstanding keynote speaker...fantastic experience...I highly recommend Ari.

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Break Through Without Breaking Apart.
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Ari Gunzburg helps leaders and teams navigate high-pressure moments and come out stronger on the other side. Through powerful keynotes focused on breakthrough moments, Ari delivers real-world strategies drawn from his extensive experience. From small-to-medium businesses, to Fortune 500 stages, to all-staff meetings and executive retreats, he shows people how to break through without breaking apart.
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