peopleanalyst

research / pa-platform

People Analytics Toolbox research

Seven independently-versioned analytical microservices — reincarnation, preference-modeler, data-anonymizer, segmentation-studio, calculus, anycomp, forecasting — exposed over HTTP for engineers and MCP for AI agents. The substrate consumer apps compose against. Research arc forthcoming — likely the principal-issues thesis, the substrate-not-product positioning, and adaptive measurement as the behavioral-science-in-the-algorithms exemplar.

Why this matters

The portable claim — what this research lets you understand outside the surface domain.

The principal-issues thesis is the spine. It says every domain has a load-bearing measurement set, and most domains are stuck because they have not named it. People analytics is the demonstration; the same logic applies to any field where rigorous measurement is unevenly distributed across organizations. The platform is built to make load-bearing-set delivery executable at solo cadence — which is the operating-system claim underneath every other portfolio item.

Drill-down — full research surface

Seven-slot baseline. Forthcoming slots shown openly.

Overview

What this research program is and why it exists. The frame the rest of the work hangs on.

  • The People Analytics Platform research program

    forthcoming

    Forthcoming — research arc to be designed.

Methodology

How the work is done — instruments, protocols, the standards each report inherits.

  • Methodology

    forthcoming

Reports

The actual research findings — phased results, research-question briefs, applied analyses.

  • The principal-issues thesis

    forthcoming

    Anticipated headline thread — load-bearing analytics, the Three A's, NAV, why most companies cannot do people analytics. Draft v3 exists locally and is being prepared for publication.

  • Hub-and-spoke as moat

    forthcoming

    Anticipated thread — architectural defensibility of a single-author people-analytics platform.

  • RID/SID adaptive measurement

    forthcoming

    Anticipated thread — cross-study item-response accumulation without confounding.

Audience tiers

The same headline research surfaced four ways: peer-review, engineering, general audience, product.

  • General-audience explainer

    General audience · forthcoming

  • Peer-review framing

    Peer-review framing · forthcoming

  • Engineering critique

    Engineering critique · forthcoming

  • Product implications

    Product implications · forthcoming

Bibliography

Field positioning — formal references and literature maps grounding the research threads.

  • Literature map

    forthcoming

Preregistrations & protocols

Studies and intervention protocols filed before execution.

  • Preregistration(s)

    forthcoming

Pipeline

What is running, what is queued, what is forthcoming.

  • Pipeline status

    forthcoming