What we measure

No case studies yet.
Here is the scoreboard instead.

A pilot starts with your baseline and separates estimates from confirmed outcomes. Dynamic.ly has no confirmed pilot outcome to publish today.

Measurement protocol

Seven fields every published number must carry.

  1. 01

    Baseline

    Agree the restaurant’s own comparison period before an intervention.

  2. 02

    Intervention

    Name the manager-approved change without treating approval as an outcome.

  3. 03

    Window

    Use the same service window, location, and measurement duration.

  4. 04

    Definitions

    Define waste risk, sell-through, plate cost, and approval rate before calculation.

  5. 05

    Exclusions

    Record closures, menu changes, missing feeds, and unusual events.

  6. 06

    Evidence state

    Keep estimated, partial, confirmed, blocked, and stale states in words.

  7. 07

    Publication

    Publish only when the method, evidence, and limitations can travel with the number.

Session receipts and projections

What changed in the example loop

Evidence separated
Approved1Mock-confirmed
Recovery$420Estimated
Waste avoided$96Estimated
Margin lift18 bpsEstimated

Confirmed activity

One recommendation approved in this example session

Session receipt

Estimated outcomes

Approval does not convert projections into measured results

Not measured

AI summary

Draft explanation based on known structured values

Needs review
Review Audit & Sync

No live customer outcome is represented.

Measurement pass

A scorecard begins with definitions, not a success claim.

The screen distinguishes one session approval from estimated waste risk and projected recovery. No example value is presented as a customer result.

Example measurement structure · no confirmed pilot outcome

Audit events

What happened and what proves it?

4 example events
Audit EventsSync Jobs
Events4
Failed jobs1
Queued jobs2

Elena approved Salmon Bowl action

AUD-20487 · APR-8841 · 3:45 PM

Approved

System parsed Ocean Fresh invoice

AUD-20486 · INV-784512 · 3:31 PM

Parsed

Marco corrected vendor alias

AUD-20485 · ING-SALMON-001 · 3:20 PM

Edited

Inventory sync attempt failed

AUD-20484 · JOB-55210 · 3:02 PM

Failed safely
View sync jobs

Evidence receipt

The method and the evidence state stay attached.

Audit references, sync failures, actors, and timestamps remain visible so a missing source cannot quietly become a confirmed result.

Evidence vocabulary · failures remain failures

Publication rule

If the evidence cannot explain the number, the number stays unpublished.

Build the first baseline