Metrics

Teach Orcabase what your numbers mean. Once.

Define revenue, active customers or churn one time. Every dashboard and every answer uses the same definition, so your numbers always agree.

In plain words

What is a metric?

A number with a fixed recipe. “Revenue” sounds simple until you ask: before refunds or after? Only paid orders? Write the recipe down once, and the number means the same thing everywhere.

The problem it solves

Two “revenues”. Zero trust.

Your sales dashboard counts refunds. Your finance spreadsheet doesn't. Define it once and there's only one answer.

Sales dashboard

Revenue

All orders

counts refunds as revenue

Finance spreadsheet

Revenue

Paid orders only

leaves refunds out

Revenue

✓ certified

Paid orders, minus refunds.

owner: you · version 3

Dashboards
Your team
AI agents

Describe it once

Break it down any way. Add up what matters.

Tell Orcabase, in business words, what your data can be broken down by and what it can add up. Then you (or the agent) can explore it any way you like.

your data

Orders

Break down by

Order dateStatusCountryPlan

Add up

  • Number of ordershow many
  • Amount chargedeverything billed
  • Money keptpaid orders, minus refunds

Four kinds of metric

Almost any number fits one of four shapes.

No need to memorize these. They're here to show that almost any question becomes a metric.

Simple

Revenue

= paid orders, added up

One thing, added up. Most metrics.

Ratio

Refund rate

= refunded orders ÷ all orders

One number divided by another.

Combined

Net revenue

= revenue − refunds

Built from other metrics.

Running total

Customers to date

= every signup so far

Keeps adding up over time.

Why AI needs this

Your definitions are the agent's vocabulary.

Without them, an AI guesses, confidently. With them, it uses your recipe every time.

Without a definition

The AI guesses: “add up every order.”

August revenue$52.4k ✗ counts refunds

With your definition

The AI uses your recipe: “paid orders, minus refunds.”

August revenue$48.1k ✓ certified

Trust you can see

Every metric has a status and a history.

Certify the definitions you trust, and Orcabase keeps them honest.

  1. Draft

    Proposed by you or the agent. Nothing relies on it yet.

  2. Certified

    Checked and approved by you. Everyone uses this one.

  3. Changed

    Edit it and it goes back to draft, so nothing shifts silently.

  4. Retired

    No longer used, but kept so old reports still make sense.

Everything else

Built to be used, not just written down.

01

Explore any metric

Pick a time range, break it down any way you like, and see the chart instantly.
02

Point and click

Build a chart from your metrics without writing anything.
03

The agent drafts them

Ask it to define your numbers. It proposes, tests, and waits for your OK.
04

Everywhere you look

Dashboards, the agent, and Claude or ChatGPT all use the same definitions.
05

Right, or it tells you

If a question can't be answered correctly, Orcabase says so instead of guessing.
06

Full history

Every change is saved, so you can always see how a number was defined.

Questions

About metrics

More in the docs: Metrics

Do I have to define metrics before using Orcabase?
No. Ask questions and build dashboards from day one. Define metrics once you know which numbers matter.
How many should I start with?
Five. Revenue, new customers, returning customers and one or two numbers special to your business cover most weekly decisions. The founder's guide lists the numbers that matter at each stage.
Do I need to be technical?
No. Ask the agent to define your numbers, then check what it proposes in plain words.
What happens when I change a definition?
Every change is saved in its history. Changing a certified metric sends it back to draft, so a trusted number never shifts silently.

Agree on the numbers. Then grow them.

Start with the five numbers you check every Monday.