SVPG

Marty Cagan

Founder of Silicon Valley Product Group (SVPG) and author of Inspired, Empowered and Transformed.

MC
Essays & posts478
Guest appearances1
Newest first
SVPG · Marty CaganSep 25, 2026

Experts Lead Experts

Sep 25, 2026 · 3 min

“We are still early in the journey to learn the long-term impact of AI, but one trend that continues to capture attention is that managers and other leaders will be much less important, and that all we really need are skilled individual contributor builders. We’ve all seen the headlines about companies pushing for fewer managers... The post Experts Lead Experts…”

SVPG · Marty CaganSep 11, 2026

Strong Opinions, Loosely Held

Sep 11, 2026 · 10 min

Marty Cagan revisits the foundational product-management ideas he publicly argued for over the past two decades and identifies ten significant mistakes or blind spots. He concludes that his earlier emphasis on…

SVPG · Marty CaganAug 10, 2026

A Fresh Definition of The Product Role

Aug 10, 2026 · 5 min

Marty Cagan reflects on the many competing definitions of the product role and argues that how a product person defines their job reveals a lot about their experience. He highlights an analysis by technology analyst…

SVPG · Marty CaganJul 23, 2026

The AI Productivity Paradox

Jul 23, 2026 · 3 min

Marty Cagan argues that the so-called AI productivity paradox, where teams ship faster but outcomes do not improve, is not really a paradox at all. Most organizations use AI to accelerate the old project model, which is…

SVPG · Marty CaganJun 30, 2026

Great Products, Bad Companies

Jun 30, 2026 · 4 min

Marty Cagan argues that great products are necessary but not sufficient for a great company, because a company known for strong products attracts predatory investors and executives who strip value for quick financial…

SVPG · Marty CaganApr 27, 2026

Build To Learn FAQ

Apr 27, 2026 · 10 min

Marty Cagan answers common follow-up questions to his earlier argument that builders should distinguish between building to learn (product discovery) and building to earn (product delivery). He argues that as delivery…

SVPG · Marty CaganApr 16, 2026

Build to Learn vs Build to Earn

Apr 16, 2026 · 6 min

Marty Cagan argues that product work has two distinct modes: the project model, focused on output from predefined roadmaps, and the product model, focused on outcomes. As delivery costs have collapsed with AI, the…

SVPG · Marty CaganApr 9, 2026

Commercial vs Internal Products

Apr 9, 2026 · 4 min

Marty Cagan argues that internal products, while worth treating as real products, carry a lower bar on value, usability, feasibility and viability than commercial products. Internal users cannot switch to competitors…

SVPG · Marty CaganFeb 4, 2026

Product Coaching and AI

Feb 4, 2026 · 9 min

Marty Cagan argues that the scarcest resource for product people is effective coaching, since most managers lack the time or skill to provide it, and that foundation AI models configured with good instructions and…

SVPG · Marty CaganDec 19, 2025

The Product Model at Google

Dec 19, 2025 · 11 min

Marty Cagan and Elias Lieberich describe how the product model shows up at Google, a company with nine products that each exceed one billion monthly users. The article frames the model around three parts: leaders…

SVPG · Marty CaganDec 1, 2025

Stakeholders and the Product Model

Dec 1, 2025 · 7 min

Cagan and Jones argue that moving to a product operating model changes not just product teams but the business stakeholders who rely on them. The shift is from shipping feature roadmaps (output) to solving customer and…

SVPG · Marty CaganNov 6, 2025

Prototypes vs Products

Nov 6, 2025 · 4 min

Marty Cagan argues that a new wave of generative AI prototyping tools has been a good development for product discovery, but it has created confusion among product managers who fail to distinguish a prototype from a…

SVPG · Marty CaganSep 17, 2025

Forward Deployed Engineers

Sep 17, 2025 · 5 min

Marty Cagan argues that Forward Deployed Engineers (FDEs)—technical product creators who embed with customers to deeply understand their problems—are a powerful practice that applies well beyond the hard, high-stakes…

SVPG · Marty CaganSep 11, 2025

The Purpose of Prototypes

Sep 11, 2025 · 6 min

Cagan argues that the main purpose of prototyping is to discover a successful solution, not to ship a product. Recent gen-AI prototyping tools have sharply cut the cost of live-data prototypes, changing the economics…

SVPG · Marty CaganAug 27, 2025

Product Leadership Archetypes

Aug 27, 2025 · 4 min

Marty Cagan responds to a Product Therapy interview with Shreyas Doshi, which described three product leader archetypes: craftsperson, operator, and visionary. Cagan argues that deep product craft is non-negotiable…

SVPG · Marty CaganAug 18, 2025

Build vs Buy in the Age of AI

Aug 18, 2025 · 6 min

Cagan argues that the build-versus-buy question, long familiar in IT and product teams, is being reshaped by generative AI and user-programming tools like Lovable and Bolt. Despite hype that everyone will build and SaaS…

SVPG · Marty CaganJul 14, 2025

The Politics of Pilot Teams

Jul 14, 2025 · 8 min

Marty Cagan argues that as more companies move toward the product operating model, political dynamics become central to change, and a well-designed pilot team is the key early step. A pilot acts as a low-cost, fast MVP…

SVPG · Marty CaganJul 2, 2025

Agency vs Ambition

Jul 2, 2025 · 5 min

Marty Cagan argues that strong product people need both ambition and agency, and that agency depends on ambition: skills alone won't drive action without a desire to improve. He reflects on how some product people…

SVPG · Marty CaganJun 15, 2025

Disruption and Denial

Jun 15, 2025 · 3 min

Marty Cagan argues that the current resistance to AI products mirrors the denial that greeted the Internet in the mid-1990s. Back then, many organizations insisted their old Waterfall funding, building, and shipping…

SVPG · Marty CaganJun 9, 2025

Creating Intelligent Products

Jun 9, 2025 · 6 min

Marty Cagan argues that the products most PMs will build in the coming years are "intelligent products" that blend deterministic and probabilistic behavior. He traces the history of AI from 1980s expert systems, whose…

SVPG · Marty CaganMay 29, 2025

Product in the AI Era

May 29, 2025

This page is a curated index from SVPG, Marty Cagan's product consultancy, collecting its writing and videos on how generative AI affects product teams. Rather than a single argument, it groups prior pieces by theme…

SVPG · Marty CaganMay 27, 2025

The Era of the Product Creator

May 27, 2025 · 3 min

Marty Cagan argues that the core of the product manager job is product creation: working daily with designers and engineers to solve customer problems in ways that are both loved by customers and viable for the…

SVPG · Marty CaganMay 5, 2025

INSPIRED in the Generative AI Era

May 5, 2025 · 5 min

Marty Cagan introduces a re-recorded audio edition of INSPIRED and reflects on how the book has held up since its 2007 and 2017 editions. He argues its focus on underlying principles rather than current process is why…

SVPG · Marty CaganApr 17, 2025

Team Autonomy and AI

Apr 17, 2025 · 3 min

Marty Cagan argues that product teams often conflate empowerment and autonomy, and that the two should be considered separately. Empowerment means a team can choose how to solve a problem, while autonomy means it can…

SVPG · Marty CaganMar 24, 2025

Product, Design and AI

Mar 24, 2025 · 19 min

Marty Cagan and Bob Baxley argue that in the Generative AI era, strong product managers and product designers become more essential, not less, but only when those roles are defined by their specific, demanding skill…

SVPG · Marty CaganMar 17, 2025

Outcomes Are Hard

Mar 17, 2025 · 10 min

Marty Cagan and Felipe Castro argue that moving from outputs (what we build) to outcomes (the difference we make) is conceptually simple but practically very hard. They contend that most failed attempts stem from trying…

SVPG · Marty CaganFeb 25, 2025

A Vision For Product Teams

Feb 25, 2025 · 11 min

Marty Cagan argues that generative AI will reshape product teams over the next 3-10 years. Delivery work (building, testing, deploying) will become nearly instantaneous and automated, leaving product discovery, which is…

SVPG · Marty CaganJan 27, 2025

The Product Model and Agile

Jan 27, 2025 · 4 min

Marty Cagan addresses a recurring question: how Agile relates to the Product Operating Model. He argues Agile is only one of three dimensions of the product model, covering how software is built, tested, and deployed…

SVPG · Marty CaganJan 21, 2025

M&A and the Product Model

Jan 21, 2025 · 8 min

Cagan and Fredell argue that most M&A deals fail to deliver expected results, and that the usual due diligence misses what matters most: whether the acquired organization can keep building successful products under the…

SVPG · Marty CaganJan 14, 2025

Tests of the Product Model

Jan 14, 2025 · 3 min

Marty Cagan argues that the product model, a way of organizing companies around discovering and delivering valuable solutions, is the key capability for responding to major opportunities and threats. He points to the…