Why LLM Hopping Will Impact Your Business More Than You Know episode artwork

EPISODE · Apr 3, 2026 · 11 MIN

Why LLM Hopping Will Impact Your Business More Than You Know

from AI Moment With Danny Denhard and Jonathan Wagstaffe · host Danny Denhard

Thanks for listening today! In this episode, Jonathan Wagstaffe and I dive into a question that is keeping many business leaders awake: Is it time to switch LLMs? As Gemini, Claude, and ChatGPT begin to carve out specific niches, the temptation to jump ship for the "latest and greatest" version is higher than ever. However, we explore why this constant pivoting might actually be hindering your business growth rather than helping it.---✅ Want more explainers - Subscribe to our newsletter at ⁠https://aimomentpodcast.substack.com/subscribe⁠ for deeper dives and intelligence delivered with every podcast episode! ---We discuss the reality of switching costs, which go far beyond the monthly invoice. I share my personal experiences using Gemini within the Google ecosystem and why I believe the "agentic" roadmap should dictate your long-term choices. We also touch upon the psychological impact on employees; forcing a team to relearn their basic AI toolkit every few months breeds resentment and stalls adoption.Recommended Actions to Take:Audit your current usage: Are you using a specific LLM because it’s the best, or simply because you haven't committed to a roadmap? Implement the "12-Month Rule": Choose a primary LLM for your organisation and commit to it for a full year to allow for deep integration.Refine your prompting culture: Encourage your team to use the AI to "check" their prompts, ensuring you get high-quality outputs regardless of the underlying model."Enjoyed the episode? Subscribe and follow the podcast on your favourite platform to never miss an insight."

Episode metadata supplied by the publisher feed · Published Apr 3, 2026

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Why LLM Hopping Will Impact Your Business More Than You Know

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