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How has your product roadmap planning process changed with the rapid pace of AI advancement?

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3 Answers
Product Development Process
  1. Tammy Hahn
    Tammy Hahn

    Ignition SVP, Product | Formerly Cornerstone OnDemand, Groundswell, Skilljar, Gainsight • 2mo

    tl;dr: AI has shifted roadmap planning from upfront certainty to continuous learning. The constraint is no longer building; it’s deciding what’s worth keeping. What’s fundamentally changed: The cost of building has collapsed.AI has made code generation fast and cheap. The historical need for heavy upfront discovery and design (because build was expensive) no longer applies. The bottleneck has moved.If you keep long discovery and design cycles, Product and Design become the constraint. Engineerin ...Read More

    447 Views
  2. Subu Baskaran
    Subu Baskaran

    Splunk Director of Product Management • 6mo

    AI has fundamentally accelerated and elevated our product planning process. If you haven’t revisited your strategy through the lens of AI—whether to build new capabilities or augment existing ones—you risk falling behind. AI has pushed us to re-examine our roadmap end-to-end, and we’ve been intentional about incorporating AI-driven features where they meaningfully improve the user experience or increase productivity. While our roadmap has evolved, we’ve stayed anchored to our long-term vision so ...Read More

    396 Views
  3. Reid Butler
    Reid Butler

    Cisco Director of Product Management • 7mo

    AI has shifted how we approach roadmap planning, primarily by accelerating our ability to process and synthesize information at scale. For me, the ability to work through massive amounts of data far more efficiently is the biggest gain. Research synthesis that used to take days now happens in hours. We can pull insights from broader datasets, identify patterns across customer feedback, and spot emerging opportunities much faster than traditional methods allowed. The part that I love seeing is ho ...Read More

    379 Views

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