DeviAI
Analytics Dashboards

The numbers a founderactually runs on.

A working BI dashboard — MRR, retention, churn, revenue mix — built in our design language. Every chart is derived live from the dataset below, so it moves as one. The kind of surface we build on top of your real data.

01The dashboard
Sample dataset · 60 customers · 12-month window
$2,621
MRR

+15.4% vs prior month

51
Active customers

29 paying

$90
ARPU

per paying account

23.7%
Logo churn

of ever-paid accounts

$273k
Paid revenue

one-off orders, window

Monthly recurring revenue

Reconstructed from every account’s plan, signup and churn date.

AugSepOctNovDecJanFebMarAprMayJunJul
Revenue by category

Paid orders only.

Services$222,070

94 orders

Licenses$43,540

60 orders

Add-ons$7,640

30 orders

Active accounts by plan

Share of the 51 currently-active accounts.

  • Business816%
  • Pro2141%
  • Free2243%
Cohort retention

Share of each signup cohort still active N months later. Darker = higher retention.

0%100%
0
1
2
3
4
5
6
7
8
9
10
11
Aug2
Sep1
Oct8
Nov3
Dec5
Jan5
Feb2
Mar7
Apr10
May3
Jun8
Jul6
Hover any cell for the exact figure. Blank cells haven’t occurred yet in the window.
02How this is built

01 — Sample, and it says so

Labelled synthetic data

The dataset is fictional and marked as such. But it is not a screenshot — a seeded generator builds 60 accounts and 210 orders against the same schema our SQL agent queries, and every chart aggregates those rows in real time.

02 — One measure, one axis

Charts that don’t lie

MRR is reconstructed month by month from plan, signup and churn. Retention is a real cohort triangle — blank cells are months that haven’t happened yet, not zeros. No dual axes, no rainbow.

03 — Your data, your surface

Built on what you have

Swap the sample table for your warehouse, Stripe, or Postgres and the same dashboard reports your real business — with the metrics that actually decide whether you’re winning.