The Toolbox Store

Drop-in people-analytics capabilities for the tools you already use.

A store of small, sharp capabilities you add to Google Sheets, Excel, Power BI, or Tableau — not yet another platform to migrate to. Each one is an export of a real, tested toolbox capability: built once, never rebuilt. Posted prices, honest availability, no quotes.

5 Plug-in Packs · 2 Field Kits · 21 drop-ins · 6 available now

How the store works

Ingredients and recipes — not a platform.

A is an ingredient: one sharp capability you drop into the tool you already use. A is a recipe that bundles several packs into an ordered workflow for a whole task. Every capability is an export of a live toolbox spoke — the same engine behind our concierge products — so you’re never the first to run it.

We label the way we’d want it labelled to us: available means it ships today; made-to-order means the engine is live and packaging it for your host is a few days; roadmapmeans we haven’t built it yet and won’t pretend otherwise. When something is made-to-order, the card carries an honest estimate with a range — never a bare number. Or, when it's a whole-org job, hand it to a we run on your data, org-wide.

  • For the tools you have

    Sheets, Excel, Power BI, Tableau. No migration, no new platform to learn.

  • Built once, never rebuilt

    Each capability exports a tested toolbox spoke — one core, with a thin host adapter.

  • Honest availability

    Available, made-to-order, or roadmap — labelled straight, with error-barred estimates.

The store

31 capabilities, filterable by what you need.

Filter by the problem you’re solving, the tool you work in, or how ready a capability is. Each card shows what it solves, where it runs, and — for recipes — the packs it bundles.

Problem area
Host
Availability

7 of 31 capabilities · Statistics

Ingredients

Plug-in Packs & Drop-ins

Single-purpose capabilities that drop into the analytics tool you already use. Each one is an export of a live toolbox capability — built once, never rebuilt.

Pay-Gap Decomposition

Made to order

Split a mean pay gap between two cohorts into the part explained by measurable factors and the part that isn't (Oaxaca–Blinder).

Drop-in~$19·API

Honest estimate: Packaging into a host adapter: ~2–5 working days (the decomposition endpoint is live).

Solves

  • decompose a pay gap
  • explained vs unexplained pay difference
  • oaxaca blinder
  • pay equity analysis
  • wage gap drivers

exports calculus spoke

Monte-Carlo Forecaster

Made to order

Run a seeded, reproducible Monte-Carlo simulation over your own distributions and a formula — uncertainty as a range, not a single number.

Drop-in~$19·API

Honest estimate: Packaging into a host adapter: ~2–5 working days (the Monte-Carlo engine is live).

Solves

  • monte carlo simulation
  • forecast with uncertainty
  • budget or headcount forecast range
  • simulate outcomes
  • reproducible forecast

exports forecasting spoke

Experiment & Lift Evaluator

Made to order

Pre-register a hypothesis, randomly assign treatment deterministically, and measure lift with a bootstrap CI — tamper-evident, so the result is credible.

Drop-in~$19·API

Honest estimate: Packaging into a host adapter: ~3–6 working days (pre-registration + assignment + lift endpoints are live).

Solves

  • evaluate a program
  • measure causal lift
  • pre-register an experiment
  • randomized treatment assignment
  • difference in means with confidence interval
  • ab test for HR programs

exports program-evaluation spoke

Network (ONA) Measures

Made to order

Boil a collaboration network down to interpretable measures with benchmarks — reach, cohesion, key-person risk, siloing — not an unreadable hairball graph.

Drop-in~$19·API

Honest estimate: Packaging into a host adapter: ~3–6 working days (the ONA-measures + connectivity engine is live).

Solves

  • organizational network analysis
  • ONA measures
  • collaboration network metrics
  • key person risk
  • siloing and connectivity
  • network reach and cohesion

exports network-analysis spoke

Study Design & Rigor Kit

Made to order

Pick a defensible study design, check your assumptions, draw a reproducible sample, and run the right two-group test — with the canon cited.

Drop-in~$59·API

Honest estimate: Packaging into a delivery surface: ~4–8 working days (the rigor catalog + compute endpoints are live).

Solves

  • study design recommendation
  • statistical assumption checks
  • reproducible sampling
  • two group comparison test
  • covariate balance
  • research rigor

exports research-methods spoke

Validated Factor Models

Made to order

Build a latent-factor model, validate it on holdout with a fairness check, and only publish the new version once it passes — then score subjects against it.

Drop-in~$59·API

Honest estimate: Packaging into a delivery surface: ~5–10 working days (build/validate/publish/score endpoints are live).

Solves

  • latent factor model
  • validate a composite model
  • holdout validation
  • model fairness check
  • publish gating
  • score against a factor model

exports factor-models spoke

Evidence-Prior Connector

Made to order

Look up a published Bayesian prior for a construct→outcome relationship, fuse it with your own observation, and size the value of more data — never a fabricated number.

Drop-in~$19·API

Honest estimate: Packaging into a host adapter: ~3–7 working days (the connector compute is live; rich prior coverage depends on the upstream Principia store).

Solves

  • bayesian prior lookup
  • combine prior with new evidence
  • posterior fusion
  • value of information
  • effect size prior
  • item norm lookup

exports principia-connector spoke

Not sure which piece you need?

Describe your problem in plain words. We’ll tell you honestly whether we have a drop-in for it today, can package one in days, or should point you elsewhere.