Retail & CPG
Store and SKU numbers, current every morning
Gross margin %
38.2%
Revenue
$142
Cover days
28 d
Stockout risk
961
EPOS, inventory and supplier data arrive in different shapes, on different schedules, from systems that were never designed to agree. By the time head office has reconciled them into a weekly pack, the week it describes is already over and the decisions it should have informed were made on instinct.
What you get
The dashboards this industry runs on
Not a feature list. The specific outputs teams in your position ask for first.
Store-level margin
Every location ranked by gross margin, with the drivers broken out: basket size, discount depth, shrink and landed cost.
Inventory and stockouts
Cover days by SKU and location, flagging what will run out inside lead time and separating that from stock that hasn't moved in a quarter.
Weekly sales by region
Revenue against the same week last year, by region and store, with top and bottom movers surfaced rather than hunted for.
Why you can trust it
The engine underneath the dashboard
The output is what you came for. This is why the numbers on it hold up.
Handles the volume
Transaction-level data across every store and SKU. 1B+ rows on a single canvas, with no sampling down first.
Messy sources, resolved once
Five spellings of the same region, three date formats, supplier codes that don't match. Cleaned in a recorded pipeline that re-runs itself.
SFTP and API ingestion
Supplier drops and EPOS exports land on a schedule and flow straight through, with no one downloading attachments.
Hourly and event-driven refresh
Numbers move when the source moves, so the 6am dashboard reflects last night's trading.
- 20 days → hours
- to a usable sales picture at Starbucks
- 17
- countries of Nielsen data harmonised into one format
- $0
- cost to give every store manager access
Before you ask
The questions this industry always raises
Bring these to a demo. They're the ones we expect, and we'd rather answer them early than late.
- Can it handle transaction-level data across all our stores?
- Will supplier files with inconsistent formats break the pipeline?
- Can every store manager see their own numbers without buying seats?
- How current is the dashboard when the store opens?
See it on your retail & cpg data.
Start free and connect one source, or book a demo if you'd rather we scoped it with you first. Both work.
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