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  • Platform Overview
    How it Works

    Jellyfish is the Software Engineering Intelligence platform for best-in-class R&D organizations

  • Products
    • Engineering Management

      Combine Jira and SCM data to improve team performance and alignment

      Take a Tour
    • Resource Allocations
    • Life Cycle Explorer
    • Team Benchmarks
    • Scenario Planner
    • Engineering Metrics
    • Capacity Planner
    • DevFinOps
    • AI Impact

      Compare tool adoption, usage, and impact to optimize your AI strategy

      Take a Tour
    • Get an AI Impact Demo
    • DevEx

      Quantify developer experience with research-backed surveys and insights

      Take a Tour
    • Get a DevEx Demo
  • By Use Case
    • AI Impact

      Quantify AI coding tool adoption, usage, and impact on efficiency

    • Business Alignment

      Ensure teams are focused on the right work and clearly communicate impact

    • People Management

      Guide 1:1s, advocate for promotions with data, and celebrate team members

    • Predictable Delivery

      See what’s on track, what’s at risk, and take action to keep everything on schedule

    • Developer Experience

      Uncover issues impacting productivity with qualitative team insights

    • Capacity Planning

      Create achievable plans based on historical capacity and performance data

    • Software Capitalization

      Get auditable reports on software capitalization without manual tracking

    • Team Operations

      Track key metrics in one place to eliminate bottlenecks and increase efficiency

  • By Role
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    • Finance Teams
    • Engineering & Product Operations
    • Product Leaders
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    • Research Library
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    AI Research Library

    Cutting edge research from the leaders in Software Engineering Intelligence

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Category Archives: Engineering Investment and Business Alignment

How to Align Product and Engineering to Drive Better Planning Best Practices Engineering Investment and Business Alignment

How to Align Product and Engineering to Drive Better Planning in 2026

Krishna Kannan  | October 28, 2025
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Jellyfish API Engineering Investment and Business Alignment Leadership

Exploring Jellyfish Data with Amazon Q Business: How we Leveraged Amazon’s GenAI Assistant and Jellyfish’s API to Gain In-depth Insights

Liz Coolman and Luke Stevens  | November 26, 2024
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Navigating Flux and Embracing Change_Jellyfish Engineering Investment and Business Alignment

Navigating Flux & Embracing Change: Engineering Management in 2024 and What to Expect in 2025

Kyle Lacy  | September 03, 2024
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AI Coding Engineering Investment and Business Alignment

Enough with predictions and hot takes. It’s time to accurately measure the adoption and impact of GitHub Copilot.

Krishna Kannan  | June 05, 2024
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Best Practices Engineering and Product Operations Engineering Investment and Business Alignment

Engineering metrics: Reframing the conversation with engineering teams

Ryan Kuchova  | May 28, 2024
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Best Practices Engineering Investment and Business Alignment

How SailPoint Uses Jellyfish To Foster Data-Driven Conversations

Jellyfish  | May 13, 2024
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Best Practices Engineering Investment and Business Alignment

Bridging the Gap: Effective Strategies for Communicating the Business Impact of Engineering

Jellyfish  | May 08, 2024
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Engineering and Product Operations Engineering Investment and Business Alignment

How Technical Program Managers Can Have Better Conversations with Executives About Engineering Operations

Jellyfish  | May 08, 2024
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Engineering Investment and Business Alignment

We measured the effectiveness of AI. Here’s how it really impacts your team

Lena Chretien – Jellyfish Research  | February 05, 2024
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Engineering Investment and Business Alignment

How Engineering at nCino and Teachable Drive Alignment Across Their Business

Jellyfish  | January 22, 2024
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