11.2% vs 7.1% expected (+3.1σ). 64% of refunds mention “pole” — SKU TNT-2P-ALU.
→ Sent to #ops-alerts and Selin K.
5.018 connectors, e-invoice XML in beta
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Plumbline connects to your database, lets you define each metric once, and turns it into charts, alerts and Monday digests your whole company reads the same way.
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tepe-outdoor / prod-replicaconnected · synced 2 min ago
Metric
Channel
Range
- Week of 2 Nov
- $107,305
- Down 8.6% vs previous week
- vs previous week
vs last year
Up 41.4%
Range high / low
$134,528 / $103,753
Net revenue · All channels · last 26 weeks
May 11 – Nov 2. Net revenue: low $103,753.00 (Sep 28), high $134,528.00 (Jul 20), average $118,423.69. Same week last year: low $64,840.00 (Sep 21), high $93,701.00 (Jun 1), average $79,738.15.
| Week | Net revenue | Same week last year |
|---|---|---|
| May 11 | $119,450.00 | $92,029.00 |
| May 18 | $129,870.00 | $87,842.00 |
| May 25 | $120,583.00 | $90,352.00 |
| Jun 1 | $118,898.00 | $93,701.00 |
| Jun 8 | $125,695.00 | $91,870.00 |
| Jun 15 | $124,773.00 | $88,890.00 |
| Jun 22 | $128,963.00 | $90,961.00 |
| Jun 29 | $133,950.00 | $90,860.00 |
| Jul 6 | $127,763.00 | $85,522.00 |
| Jul 13 | $118,086.00 | $81,676.00 |
| Jul 20 | $134,528.00 | $79,853.00 |
| Jul 27 | $122,190.00 | $80,059.00 |
| Aug 3 | $107,381.00 | $75,962.00 |
| Aug 10 | $112,289.00 | $70,078.00 |
| Aug 17 | $112,024.00 | $75,103.00 |
| Aug 24 | $115,289.00 | $72,633.00 |
| Aug 31 | $115,946.00 | $79,974.00 |
| Sep 7 | $110,864.00 | $65,292.00 |
| Sep 14 | $109,828.00 | $74,148.00 |
| Sep 21 | $113,801.00 | $64,840.00 |
| Sep 28 | $103,753.00 | $70,542.00 |
| Oct 5 | $114,365.00 | $77,598.00 |
| Oct 12 | $122,983.00 | $78,857.00 |
| Oct 19 | $111,070.00 | $69,493.00 |
| Oct 26 | $117,369.00 | $69,159.00 |
| Nov 2 | $107,305.00 | $75,898.00 |
Try221 ms · 941.2K rows scannedfinance
Read every Monday by teams at
Product · 12 parts
Everything a data team does on a Monday
No slide-deck features. Each line below ships today and has a number you can check in the trial.
- 01
SQL or no SQL
Analysts write SQL; everyone else clicks the same metrics.
autocomplete from your schema
- 02
Metric layer
Define revenue once. Every chart, alert and export uses that definition.
versioned, with owners
- 03
Anomaly alerts
Seasonality-aware bands; a ping only when a number leaves them.
median 1 alert / week / team
- 04
Drill to rows
Click a point, see the orders behind it, export them as CSV.
up to 1M rows per export
- 05
Fast on big tables
Result cache plus incremental aggregates on your own replica.
p95 1.4 s on 50M rows
- 06
Keyboard first
Command bar, run with a shortcut, jump between tabs without a mouse.
⌘K⌘↵⌘/
- 07
Row-level access
Store managers see their store; finance sees all. One rule, everywhere.
rules tested before saving
- 08
Weekly digests
Monday 09:00: the five numbers that moved, in plain sentences.
opened by 71% of recipients
- 09
Embeds
Put a live chart in your own admin panel with a signed URL.
filters passed per viewer
- 10
Audit trail
Who changed which definition, when, and what it did to the numbers.
kept for 400 days
- 11
Turkish and English
Every screen, digest and alert in both; numbers in each locale’s format.
₺1.250,50 and $1,250.50
- 12
Read-only by design
We ask for a read-only user. Plumbline cannot write to your database.
credentials encrypted per workspace
Metric layer
One definition of revenue. Not four.
Finance, ops and the founders used to bring different revenue numbers to the same meeting. In Plumbline a metric is a reviewed file with an owner; change it and you see which dashboards and alerts move before you merge.
- dashboards use it
- 23
- alerts watch it
- 4
- reviewed versions
- v7
metric: net_revenue
label: Net revenue
owner: finance # Selin Kaya
format: currency(USD)
sql: |
sum(o.net_total)
- coalesce(sum(r.amount), 0)
filters:
- o.status = 'paid'
- o.is_test = false
time: o.paid_at # Europe/Istanbul
alert:
band: seasonal(52w)
notify: [#finance, selin@tepe.example.com]Lineageordersrefundsnet_revenueaovweekly_digest
Alerts
It tells you on Tuesday night, not at the month-end review
Bands learn each metric’s weekly and yearly rhythm, so a quiet Sunday is not an incident and a quiet Tuesday is. This is one week from the demo workspace.
Refund rate · Marketplaces Weekly digest Net revenue $118,420 (+9.4% w/w). Best day: Saturday. Wholesale carried 31% of the growth.
→ E-mailed to 14 people
Orders · Web store No orders for 38 minutes between 15:58 and 16:36 — checkout 502s in the web logs.
→ Paged the on-call developer
Repeat customers · Web store Crossed the 40% goal for the first time (40.6%), two weeks after the loyalty e-mail.
→ Posted to #growth
Measured, not claimed
What changes in the first quarter
- Fewer ad-hoc data requests to the analysts
- 62% percent
- Source: Median of 41 teams, Q2–Q3 2026
- Earlier detection of a broken funnel step
- 3.2days days
- Source: Alert log vs. ticket date, n = 118 incidents
- p95 chart load on 50M-row tables
- 1.4s seconds
- Source: Plumbline telemetry, Oct 2026
- Of digest recipients open it on Monday
- 71% percent
- Source: Digest opens, last 8 weeks
From the people who read it
The Monday meeting got shorter
We stopped arguing about whose revenue was right. Now we argue about what to do with it, which is a much better meeting.
Selin KayaFinance lead · Tepe Outdoor The refund alert fired at two in the morning. By nine we had pulled the faulty batch from two marketplaces.
Emre DoğanOperations manager · Tepe Outdoor I write SQL, my store managers don’t. We look at the same chart and the same definition. That’s the whole pitch, and it works.
Burak AydınData analyst · Nordvik Tools
Connect a read-only replica and see your Monday
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