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How are you evaluating which parts of your product roadmap could benefit most from agentic AI capabilities, and what criteria are you using to prioritize these opportunities?

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2 Answers
AI Product Management
  1. Paresh Vakhariya
    Paresh Vakhariya

    Atlassian Director of Product Management (Confluence) | Formerly PayPal, eBay, Intel, Verizon • 6mo

    • Start with workflows that are repetitive, multi step, high cognitive load, or frequently considered manual by users.
    • Score each opportunity by: customer impact, data/context availability, risk of incorrect autonomy, engineering complexity, and operational cost of AI (LLM cost).
    • Validate concepts with lightweight Figma prototypes before committing fully.

    883 Views
  2. Ashka Vakil
    Ashka Vakil

    strongDM Sr. Director, Product Management • 3mo

    I evaluate agentic AI opportunities by focusing on high-value workflows where an agent can meaningfully reduce manual effort or improve consistency at scale. It is not about adding AI to features. It is about removing real operational pain in a way that customers can trust. Here is the criteria I use to prioritize: Volume of manual toil: We look closely at where security, IAM, and engineering teams are spending hours on repetitive, low-value tasks. If a workflow, like routine access reviews or i ...Read More

    393 Views

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