Ship on Tuesday, measure on Tuesday.

Adoption, activation and retention questions arrive the moment a release does. Ask them yourself instead of filing a ticket and waiting a sprint.

Net revenue by region

Quarter to date

North America$1.84MEurope$1.21MAPAC$743KLatin America$319KMiddle East$172K
VerifiedProduction Postgres
Pin to dashboard

The questions a release raises.

Every ship date starts the same list, and every item on it is urgent for about a week.

Is anyone using it

How many accounts have used the new export since Tuesday, and how many came back a second time? Answered while the release is still warm.

Did activation move

What share of accounts that signed up in June reached their first report inside a week? Then ask it again by plan, or by where they came from.

The ticket queue

The question is small and the queue is not. By the time the analysis lands, the decision it was meant to inform has already been made.

Two teams, two funnels

Your activation rate and the growth review's activation rate were built in different places, from different filters, and neither one is obviously wrong.

Which channels drove the most new customers in July?

Organic search brought 1,284 new customers, a third of the 3,891 total. Paid social added 962 at a blended cost of $41.20 each.

VerifiedProduction Postgres · 5 rows · 318ms

New customers by channel

July 2026 · first touch attribution

Pin
08001,600OrganicPaid socialEmailReferralDirect

Why the funnel means one thing

One definition, one person counted once.

Usage data is the easiest data to over-count, and what counts as active is the easiest thing for two teams to quietly disagree on.

  • Activated means one thing

    Activated is defined once, in one shared place, not in whoever wrote the report that day. Your number and the growth review's number agree.

  • One person, one count

    One person clicking nine times still counts as one person. iDash reduces to one line per user before it counts, so the cohort size is real.

  • Two questions at once

    Ask for sessions and support tickets against the same accounts in one go and iDash stops, because it cannot prove both counts together. Ask them separately.

  • It shows its working

    Every answer names what it counted, the filters it applied and the window it covered. A question that was subtly the wrong question is visible, not just plausible.

Semantic model

4 models · 3 relationships · derived from foreign keys

customers48.2K
  • PKcustomer_iduuid
  • FKregion_idint
  •  first_order_attimestamptz
  •  channeltext
orders12.8K
  • PKorder_iduuid
  • FKcustomer_iduuid
  •  placed_attimestamptz
  •  net_revenuenumeric
products1.4K
  • PKproduct_idint
  •  categorytext
  •  unit_costnumeric
order_items43.7K
  • PKitem_iduuid
  • FKorder_iduuid
  • FKproduct_idint
  •  quantityint
  • customers1:Norders
  • orders1:Norder_items
  • products1:Norder_items

What changes after a release.

Measure the day you ship

Open chat, ask what the new flow did overnight, and read the answer yourself instead of adding a line to somebody's backlog.

A release board, pinned

Pin the four charts that decide whether a feature stays. They ask their questions again against live data, so the board is still true a month later.

Fewer arguments about definitions

When activated is defined in one place, a review stops relitigating the number and spends its time on what to do about it.

Revenue analytics

Saved results. Every tile shows what it got when it last ran.

Refresh all

Net revenue

Monthly, trailing 12 months

VerifiedProduction Postgres · 12m ago
0$400K$800K$1.2M$1.6MAugNovFebMayJul

Orders

VerifiedProduction Postgres · 12m ago

12,847

+11.2%

vs the prior 90 days

Average order value

VerifiedProduction Postgres · 12m ago

$333.30

+4.0%

vs the prior 90 days

Revenue by channel

Quarter to date

VerifiedProduction Postgres · 1h ago
$4.28Mquarter
  • Organic search37.0%
  • Paid social24.0%
  • Email19.0%
  • Referral12.1%
  • Direct7.9%

Revenue by region

Quarter to date

VerifiedProduction Postgres · 1h ago
North America$1.84MEurope$1.21MAPAC$743KLatin America$319KMiddle East$172K

Measure the release, not the ticket.

Connect the product database read-only and ask what last week's launch actually changed.