DIAGNOSTICS

The why-did-it-move investigation engine.

Ask any metric question; the agent decomposes drivers, tests hypotheses across every connected source, and ranks the root causes by dollar impact.

Book a margin audit How it works
WHAT IT DOES

Four ways it earns its place in your stack.

  • Driver decomposition

    Every metric move broken into ad spend, returns, COGS and pricing buckets, sized in dollars.

  • Hypothesis testing

    Drivers labeled CONFIRMED, TESTING or REFUTED with cited evidence from every connected source.

  • Dollar-ranked causes

    Root causes sorted by their actual contribution-margin impact, never alphabetical or arbitrary.

  • Reproducible runs

    Every investigation has a permalink, a credit cost, and a re-run button if a source resyncs later.

THE SCREEN

A live agent timeline, an evidence ledger, a sized answer.

  • Run timeline walks through pulling Shopify orders, fanning out queries, reconciling fees and returns, and writing the report.
  • Driver buckets, Returns, Ad spend, COGS, Pricing, each tagged with confidence and citation count.
  • Final answer hands off straight to a recommended fix in the optimization queue.
Live investigation INV-284, agent timeline, driver decomposition, evidence ledger
THE PLATFORM

One brain across your whole business.

Pillars are one connected loop, explore the rest of the platform.

Most runs cost 10 credits; complex multi-driver investigations cap at 30. You see the cost before you confirm, and credits are refunded on agent errors.
 See how the loop runs

See your hidden profit in one session.

Connect your stack, run your first investigation, and watch the agent find money your dashboards never could.

Book a margin audit Start free

~14 day payback · no card to start · pause anytime.