> Markdown version of [/videos/100594-moats-margins-m-a-in-the-ai-era](https://www.wearedevelopers.com/videos/100594-moats-margins-m-a-in-the-ai-era). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Moats, Margins & M&A in the AI Era Superficial AI wrappers are dead. In the post-SaaS era, true defensibility requires sacrificing short-term margins to build proprietary data flywheels and capture complete workflow ownership. - **Speakers:** [Ravi Belani](https://www.wearedevelopers.com/@ravi-belani), [Ashish Aggarwal](https://www.wearedevelopers.com/@ashish-a), [Becky Flint](https://www.wearedevelopers.com/@becky-flint), [Dr. Yvonne Lutsch](https://www.wearedevelopers.com/@dr-yvonne-lutsch) - **Event:** World Congress 2026 North America - **Published:** September 26, 2026 - **Duration:** 27:58 - **URL:** https://www.wearedevelopers.com/videos/100594-moats-margins-m-a-in-the-ai-era ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Evaluating venture capital value and AI sustainability](https://www.wearedevelopers.com/videos/100104-from-saas-to-space-the-defensible-value-vcs-are-looking-for) (from "From SaaS to Space: The Defensible Value VCs Are Looking For") - [Navigating venture capital hype cycles and artificial intelligence bubbles](https://www.wearedevelopers.com/videos/100616-what-ai-startups-are-vcs-actually-funding-in-2026) (from "What AI Startups Are VCs Actually Funding in 2026") - [Evolving venture capital strategies amid artificial intelligence democratization](https://www.wearedevelopers.com/videos/100049-beyond-the-wrapper-technical-bets-that-vcs-back) (from "Beyond the Wrapper: Technical Bets That VCs Back") - [Balancing buy-side and sell-side perspectives in artificial intelligence](https://www.wearedevelopers.com/videos/100588-from-boardroom-to-build-pipeline-what-ai-governance-actually-looks-like-in-practice) (from "From Boardroom to Build Pipeline: What AI Governance Actually Looks Like in Practice") - [Building an AI intellectual property moat through data ownership](https://www.wearedevelopers.com/videos/100606-ai-governance-compliance-who-is-responsible-when-the-bots-start-acting) (from "AI Governance & Compliance: Who Is Responsible When the Bots Start Acting? ") - [Autonomous agents and unusual startup pivots](https://www.wearedevelopers.com/videos/2144-developers-communities-in-san-francisco-wearedevelopers-live-from-corgi-cafe) (from "Developers Communities in San Francisco - WeAreDevelopers LIVE from Corgi Cafe") ## Related Articles - [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) - [Exploring AI: Opportunities and Risks for Developers](https://www.wearedevelopers.com/magazine/522-exploring-ai-opportunities-and-risks-for-developers) ## Related Jobs - [Partner Sales Director - AI Alliances - Model Providers](https://www.wearedevelopers.com/jobs/48429-partner-sales-director-ai-alliances-model-providers) at **Dynatrace** - [Senior AI Serving Engineer, Backend](https://www.wearedevelopers.com/jobs/48414-senior-ai-serving-engineer-backend) at **Sciforium** - [Principal Software Engineer, AI Inference Cloud](https://www.wearedevelopers.com/jobs/ext/2854957-principal-software-engineer-ai-inference-cloud) at **ARM** - [ML Engineer](https://www.wearedevelopers.com/jobs/48422-ml-engineer) at **Sciforium** - [ML Engineer](https://www.wearedevelopers.com/jobs/48448-ml-engineer) at **Docker, Inc.** - [Principal AI Forward Deployed Engineer](https://www.wearedevelopers.com/jobs/48531-principal-ai-forward-deployed-engineer) at **Expedia**