Vantage - AI Portfolio Management
    Start

    Research

    Frameworks, not vendor whitepapers.

    Vantage publishes the analytical models behind the product, alongside a synthesis of the public research it draws on. Every claim cites a source or is labeled as original framework.

    Answer

    What research does Vantage publish on portfolio prioritization?

    Vantage Research publishes original methodology papers on portfolio prioritization, AI-native R&D management, and explainable scoring — alongside synthesis of public research from MIT Sloan, McKinsey, and the Project Management Institute.

    Live data · Continuously updated

    AI Traffic Report — which AI agents read Vantage

    First-party measurement of GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Applebot, and others hitting the Vantage public surface. Rolled up to defensible aggregates and downloadable as JSON.

    View live report

    1. Reference Index

      The 2026 R&D Prioritization Reference Index

      A synthesis of published research on portfolio prioritization, capacity, and delivery, paired with the Vantage Prioritization Debt model for quantifying the cost of unstructured triage.

      June 23, 202612 min readhybridRead paper

    2. Methodology Paper

      The Composite Portfolio Score: a methodology paper

      How Vantage combines RICE, WSJF, and bounded AI judgment into a single composite score, including the formula, the failure modes the system tolerates, and the calibration approach.

      June 23, 20269 min readoriginalRead paper