
The daily brief
One short note: what changed, the most likely drivers, what to look at. Written for the operator, in plain language.
How it worksRevenue intelligence for DTC
Velur connects your store, billing and ad accounts through read-only access, computes the numbers, and writes a short brief: what changed, the most likely drivers, and what to look at next. Every figure traces back to its source.

Example brief · 08:02
Net revenue +12.4% w/w. Most likely driver: Meta creative. One Klaviyo flow worth a look.
The problem
Every tool reports its own version of the truth, and none of them can see the whole business. That gap, between ten dashboards and one decision, is where revenue quietly leaks: the broken flow no one caught, the channel that stopped paying back, the cohort that started churning a month before the report showed it.
The solution
Velur pulls every order, charge, ad and subscription onto a single timeline and computes the metrics deterministically. A language model then explains them in plain words, what changed and the most likely drivers, with every number traceable to its source. Not another dashboard to read, a written summary of what moved and what to look at next.
How it works
Read-only OAuth into your tools. No engineering, and Velur can never write back.
Velur backfills 90 days and reconciles every source onto one timeline.
Velur computes the metrics and deltas deterministically, then a language model explains them in plain words.
Each morning: what changed, the most likely drivers, and what to look at, with sources you can check. Reply if something looks off.
Read-only OAuth into your tools. No engineering, and Velur can never write back.
Velur backfills 90 days and reconciles every source onto one timeline.
Velur computes the metrics and deltas deterministically, then a language model explains them in plain words.
Each morning: what changed, the most likely drivers, and what to look at, with sources you can check. Reply if something looks off.
Built to be trusted
Velur connects through official OAuth with read-only scopes. It reads your data, never changes it.
Every figure is computed deterministically and traces back to where it came from, so you can check it.
Low-confidence signals are kept quiet. Velur flags what's worth a look, and says when it's unsure.
Velur explains, you decide. If a brief gets something wrong, you reply and it's corrected.
What it helps with
Why did revenue change this week?
Where might we be losing money?
Every movement linked to its most likely drivers, channel, creative, cohort or flow, with sources you can check.
What you get

One short note: what changed, the most likely drivers, what to look at. Written for the operator, in plain language.
How it works
Metrics and deltas are computed deterministically from read-only data. Every figure traces back to where it came from.
How it works
Velur flags unusual changes, a flow that shifted, a cohort retaining differently, a campaign losing efficiency, so you can look while it still matters.
How it works
Velur points you to what changed and what looks worth a closer look, tied to the numbers behind it. You decide.
How it worksWhy Velur
BI tools draw the chart and stop. Velur reads across your connected sources and tells you, in plain writing, what changed and the most likely drivers, with the numbers behind it.
A generic model has no access to your orders, spend or subscriptions, and forgets everything between chats. Velur works from your real, reconciled, read-only data, and shows its sources.
By the time a report explains the dip, the month is over. Velur reconciles your data daily and flags unusual movements while there's still time to look.
Integrations
Connects to
Built by an operator
“Velur is built by one founder, a data analyst and operator who spent years inside DTC and small-business data stacks, and lived this problem before building the answer.”
You can see exactly what Velur reads, how it works and what it writes, so you can judge the product on the product. The person building it is the one who answers your emails.
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