AI Is Coming For These 3 Industries In 2026 (a16z Big Ideas)

AI is reshaping the foundations of industry, finance, and enterprise software. In part two of Big Ideas 2026, we explore three shifts redefining how systems scale. Ryan McEntush breaks down the rise of the electro-industrial stack and the challenge of building a U.S. ecosystem to power modern industry. Angela Strange explains why financial services and insurance are reaching a tipping point, where replacing legacy systems unlocks unified data, parallel workflows, and major margin gains. Sarah Wang looks ahead to a dynamic agent layer that overtakes traditional systems of record. Together, these ideas point to a clear shift: advantage moves from software to systems, from fragmented plumbing to AI-native platforms, and from static records to agent-driven execution. Timestamps: 0:00 Big Ideas 2026 0:36 The Electro-Industrial Stack (Ryan McEntush) 0:56 America vs. China: Industrial Ecosystems 2:12 Blending Talent and Building Prestige 3:56 The Importance of Supply Chains 4:22 A Turning Point in Financial Services (Angela Strange) 4:49 AI-Native Infrastructure and System Unification 5:35 Expanding Categories and 10x Winners 6:24 Why Now? The Drivers of Change 7:25 Opportunities for Early Adopters 8:06 The Power of Unified Data 8:55 Call to Founders: The Opportunity in 2026 9:23 The Dynamic Agent Layer (Sarah Wang) 9:50 From Systems of Record to Dynamic Agents 10:28 The ITSM Example and Agent Layer Value 11:19 The Race for Better Solutions Resource: Follow Ryan on X: https://twitter.com/rmcentush Follow Angela on X: https://twitter.com/astrange Follow Sarah Wang on X: https://twitter.com/sarahdingwang Read more all of our 2026 Big Ideas Part 1: https://a16z.com/newsletter/big-ideas-2026-part-1 Part 2: https://a16z.com/newsletter/big-ideas-2026-part-2 Part 3: https://a16z.com/newsletter/big-ideas-2026-part-3 Stay Updated: If you enjoyed this episode, be sure to like, subscribe, and share with your friends! Find a16z on X: https://twitter.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Listen to the a16z Podcast on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX Listen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711 Follow our host: https://x.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see [a16z.com/disclosures](http://a16z.com/disclosures).

Erik TorenberghostRyan McEntushguestAngela StrangeguestSarah Wangguest

Dec 26, 202512mWatch on YouTube ↗

EPISODE INFO

Released: December 26, 2025
Duration: 12m
Channel: a16z
Watch on YouTube: ▶ Open ↗

EPISODE DESCRIPTION

AI is reshaping the foundations of industry, finance, and enterprise software. In part two of Big Ideas 2026, we explore three shifts redefining how systems scale. Ryan McEntush breaks down the rise of the electro-industrial stack and the challenge of building a U.S. ecosystem to power modern industry. Angela Strange explains why financial services and insurance are reaching a tipping point, where replacing legacy systems unlocks unified data, parallel workflows, and major margin gains. Sarah Wang looks ahead to a dynamic agent layer that overtakes traditional systems of record. Together, these ideas point to a clear shift: advantage moves from software to systems, from fragmented plumbing to AI-native platforms, and from static records to agent-driven execution. Timestamps: 0:00 Big Ideas 2026 0:36 The Electro-Industrial Stack (Ryan McEntush) 0:56 America vs. China: Industrial Ecosystems 2:12 Blending Talent and Building Prestige 3:56 The Importance of Supply Chains 4:22 A Turning Point in Financial Services (Angela Strange) 4:49 AI-Native Infrastructure and System Unification 5:35 Expanding Categories and 10x Winners 6:24 Why Now? The Drivers of Change 7:25 Opportunities for Early Adopters 8:06 The Power of Unified Data 8:55 Call to Founders: The Opportunity in 2026 9:23 The Dynamic Agent Layer (Sarah Wang) 9:50 From Systems of Record to Dynamic Agents 10:28 The ITSM Example and Agent Layer Value 11:19 The Race for Better Solutions Resource: Follow Ryan on X: https://twitter.com/rmcentush Follow Angela on X: https://twitter.com/astrange Follow Sarah Wang on X: https://twitter.com/sarahdingwang Read more all of our 2026 Big Ideas Part 1: https://a16z.com/newsletter/big-ideas-2026-part-1 Part 2: https://a16z.com/newsletter/big-ideas-2026-part-2 Part 3: https://a16z.com/newsletter/big-ideas-2026-part-3 Stay Updated: If you enjoyed this episode, be sure to like, subscribe, and share with your friends! Find a16z on X: https://twitter.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Listen to the a16z Podcast on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX Listen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711 Follow our host: https://x.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see [a16z.com/disclosures](http://a16z.com/disclosures).

SPEAKERS

Erik Torenberg
host
Host at a16z who introduces and frames investor segments for the show.
Ryan McEntush
guest
Investing partner on a16z’s American Dynamism team focused on industrial and defense-related technology.
Angela Strange
guest
General Partner at a16z focused on AI applications and fintech/insurance innovation.
Sarah Wang
guest
General Partner at a16z Growth focused on enterprise software and AI-driven platform shifts.

EPISODE SUMMARY

In this episode of a16z, featuring Erik Torenberg and Ryan McEntush, AI Is Coming For These 3 Industries In 2026 (a16z Big Ideas) explores aI reshapes industry stacks: manufacturing, finance cores, enterprise agents by 2026 The “electro-industrial stack” thesis says America can match China’s technology but must rebuild scalable, low-cost industrial ecosystems and supply chains to avoid bottlenecks and reliance on vertical integration.

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