In a recent episode of the B2B Marketing Leaders Podcast, Olga Bondareva, founder of ModumUp, talks about AI in B2B marketing with experts from enterprise companies:

• Sabari Sawant, Product Marketing Manager Kubernetes at Amazon Web Services (AWS)
• Parth Raichur, Performance Marketing Manager at Amazon
• Alexey Leybov, Director of Demand Generation at Cast AI
• Madison Fujii, Digital Marketing Specialist II at ModMed 

This is a summary of the conversation:

One theme ran through every speaker: techno-realism.

Parth described AI at Amazon as a co-pilot. Using Amazon QuickSight within Amazon’s internal AI ecosystem, his team reduced competitive benchmarking from a full day to 30–40 minutes. It changes how often teams can analyze and iterate.

Sabari shared a comparable acceleration at AWS. By feeding SEO and messaging checklists into internal AI agents, her team produced 33 assets across LinkedIn, YouTube, Twitter, and Instagram within a compressed timeline - roughly a 10x increase in output.

At the same time, the risks are clear.

Alex explained that after analyzing 11,000 sales calls with AI at CAST AI, his team received a technically correct summary that didn’t match market reality. The output was coherent - but strategically misleading.

From ModMed’s healthcare context, Madison emphasized governance-first adoption. In an environment shaped by HIPAA and strict data requirements, accuracy and compliance outweigh speed.

Looking ahead, visibility inside LLM responses and AI-driven buyer journeys are becoming strategic priorities. As AI-generated content becomes more common, original perspective and authenticity matter more.

You can check out the full episode on the B2B Marketing Leaders Podcast:

Watch on YouTube: https://www.youtube.com/watch?v=QC9WX71_qNI&list=PLGc_Ath6mBNmTQW1cOIiro6VRsg1SzQwU
Listen on Spotify: https://open.spotify.com/episode/54AleioH903bOXS20N7Hqj?si=0f8a03cbb59149a2
Listen on Apple Podcasts: https://podcasts.apple.com/us/podcast/ai-in-b2b-marketing-insights-from-experts-at-aws-amazon/id1852582740?i=1000749228248