How to embed AI into workflows without disrupting productivity?

Most answers emphasize integrating AI by personalizing, supporting, or reimagining workflows to add value without disruption, though some stress user control, gradual adoption, or collaborative development.

7 answers

Answers

  • Brian McMullin

    Senior Vice President and Head of Product · Network Solutions

    Personalized, context‑driven, proactive

    Brian McMullin says the most effective way he's seen is to personalize, provide context, and take educating actions, keeping the AI effectively opaque so users see the value rather than the prompt.

    The answer starts at 7:38.

    LaunchPod · Listen on Apple Podcasts

  • Brice Challamel

    VP, AI Products & Innovation · Moderna

    AI chief of staff

    Brice Challamel says he uses an AI chief of staff and AI agents to scan his Slack, email, and documents and draft replies from his dictated perspective, which he says makes him an intelligence worker rather than a knowledge worker.

    The answer starts at 42:18.

    Beyond The Prompt - How to use AI in your company · Listen on Apple Podcasts

  • Ryan Bergstrom

    Chief Product Officer · Paychex

    Reimagine the experience

    Ryan Bergstrom says his team believes AI isn't a bolt-on feature but a full reimagining of the user experience, since if it doesn't provide value customers won't come back.

    The answer starts at 19:57.

    Product Talk · Listen on Apple Podcasts

  • Sergei Sorokin

    Co-Founder & CEO · Highlight

    Draft then approve

    Sergei Sorokin says his team designs AI actions on your behalf to start as drafts for you to review and approve, then lets you opt into automatic repeats as you build comfort and trust.

    The Tech Trek · The Tech Trek · Listen at 20:47

  • Srinivasan Raghavan

    Chief Product Officer · Freshworks

    Embed a co‑pilot

    Srinivasan Raghavan says embedding a co-pilot for each IT agent lets a Windows expert handle Mac issues during spikes, because their workflow stays the same and AI offers suggestions.

    DataCamp · Watch on YouTube

  • Todd Olson

    CEO / Founder · Pendo.Io

    Space to fail

    Todd Olson argues the most effective way is to give people space to fail when they first use a new tool, since they likely won't be as effective as with their old tools.

    DataFramed · DataFramed · Listen at 30:56

  • Faith Forster

    Chief Maker · Discoveree For Product Leaders & Managers

    Work alongside customers

    Faith Forster says to work alongside customers, watching how they use the product and building with them not just for them, since AI makes it easier to adapt to what users are trying to do.

    The Product Experience · The Product Experience · Listen at 20:36

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