How is AI changing digital product development?

Most answers agree AI accelerates and automates product development, shifting focus from routine tasks to judgment, creativity, and adoption, though some caution it may risk mediocrity without human craft.

11 answers

Answers

  • Marty Cagan

    Partner · Silicon Valley Product Group

    Human judgment and craft

    Marty Cagan says the difference between a great product and a mediocre one is human judgment and craft, since the models are trained on the average and converge on mediocrity.

    Mind the Product · Watch on YouTube
  • Ravi Mehta

    Angel Investor · Traveljoy

    Reducing build cost

    Ravi Mehta says AI is reducing build cost: it made building software much cheaper, which puts the hard parts of product work—judgment, craft and customer understanding—in sharper focus.

    Ravi on Product · Ravi on Product · Read
  • Josh Elman

    Director of Product Management · Apple

    Empowering higher‑order work

    Josh Elman says AI should empower people to do their jobs better rather than eliminate them, and that automating easier tasks helps move to higher-order thinking.

    The answer starts at 30:50.

    Newcomer Podcast · Listen on Apple Podcasts
  • Jonathan Evens

    Product Lead · Google Deepmind

    More prompting

    Jonathan Evens says the process is moving from traditional machine learning engineering to more prompting, where much is done by iterating on prompts and building eval sets.

    Mind the Product · Watch on YouTube
  • Ben Celebicic

    Chief Product and Technology Officer (CPTO) · Hinge

    Accelerating feedback loops

    Ben Celebicic says the biggest value he sees at Hinge is speeding up the feedback loop: he can prototype without engineering support and learn much faster whether an idea is worth building.

    Product School · Watch on YouTube
  • Lars Grønnegaard Hansen

    CPO and Co-Founder · Dreamdata

    Rapid prototyping

    Lars Grønnegaard Hansen says AI is changing product building by making rapid prototyping realistic: his company can now build prototypes close to the real product at an effort that was previously impossible.

    The answer starts at 35:10.

    Attributed - A podcast by Dreamdata · Listen on Apple Podcasts
  • Tara Seshan

    Member of Product Staff · Openai

    Expanding possibilities

    Tara Seshan says the most effective users of AI tools don't just automate rote tasks but use them to expand the set of things they are capable of doing, widening their range of possibilities so they can realize more of what's in their head.

    Lenny's Podcast · Watch on YouTube
  • Sachin Rekhi

    Course Creator · Reforge

    Automating research and execution

    Sachin Rekhi says AI is changing product building by automating research and execution, with skills for user research and day-to-day tasks that free him for higher-value work.

    Reforge · Watch on YouTube
  • Rohan Varma

    Product, Codex · OpenAI

    It multiplies output

    Rohan Varma says AI multiplies output rather than shrinking it, because the right frame is leverage: teams can do 5x more things, with each role moving from doing the work to directing agents.

    The VC Corner · The VC Corner · Read
  • Daniel Herrington

    Chief AI Officer · The Zebra

    Automating code generation

    Daniel Herrington says AI now automates code generation: his team spawns agents to write code fixing errors in carrier API connections, and skips reviewing the pull request when whether it works is verifiable.

    The Software Leaders Uncensored Podcast · The Software Leaders Uncensored Podcast · Listen at 14:10
  • Faith Forster

    Chief Maker · Discoveree For Product Leaders & Managers

    Focus on adoption

    Faith Forster says AI changes the definition of done: because it’s quick and easy to build or change features, it’s no longer about the feature so much and is now about adoption.

    Mind the Product · Watch on YouTube

More Product Management questions

View all →