Inventory, margin, and omnichannel analytics for retailers
Retail margins are thin and inventory mistakes are expensive. D23 builds managed Superset dashboards that unify your POS, e-commerce, and ERP data so merchandisers see sell-through rates, margin by SKU, foot-traffic trends, and online-plus-in-store performance in one place.
You know exactly where the day goes
- 1Merchandisers find out a SKU is out of stock when the store calls, not before
- 2Margin by category lives in a finance model that takes two days to refresh
- 3Online and in-store data are in separate systems with no combined view
Reporting takes too long
Analysts spend days assembling reports that should refresh automatically from source data.
Data is siloed
Finance, operations, and sales all see a different number because no one has agreed on definitions.
Decisions lag the data
By the time a dashboard is ready, the window to act has already closed.
The numbers behind modern BI
You don't have to take our word for it. Here's what analysts and data teams are reporting right now.
83%
of analytics leaders say embedded analytics directly in their product increases customer retention.
$0
lock-in cost with open-source Apache Superset at the core — your data model and dashboards are always yours.
$8.7B
global BI and analytics market revenue in 2025, growing to $14.9B by 2030 as self-serve BI adoption accelerates.
Most teams cut their BI cost by half and ship dashboards in days, not quarters.
D23 estimate, based on typical retail data-team workloads: hours saved on Superset ops, faster dashboard delivery, and self-serve analytics that no longer requires a dedicated analyst for every question. Your mileage depends on warehouse size and how many teams need access to data.
It already works at this scale
Not a demo. A team in the same kind of work, with results they published.
Lyft
Marketplace · operations analytics
Lyft was an early Superset adopter and contributor. The platform became the standard BI tool across its data organisation, powering ride-operations, driver analytics, and executive reporting with zero per-seat licence cost.
$0
per-seat BI licence cost
org-wide
analytics standardisation
100s
of dashboards in production
The strongest results come from teams with a connected warehouse, defined metrics, and dashboards their stakeholders actually use. That is exactly what D23 delivers.
Your retail dashboard suite
A set of managed Superset dashboards built for retail, each connected to your data sources and maintained by your D23 data team.
Inventory & Sell-Through Dashboard
liveStock levels, weeks-of-supply, and sell-through rates by SKU and location — flagging slow movers before they require markdowns.
Margin Analytics
liveGross margin by category, supplier, and channel with variance-to-plan and promotional-lift analysis.
Omnichannel Performance
liveOnline and in-store sales side by side, foot-traffic by location, and channel attribution for every campaign.
What D23 delivers
How D23 works in retail
- 1
Connect your warehouse
We connect to your retail data sources — Snowflake, BigQuery, Postgres, and 50+ others — in days.
- 2
Model your metrics
We define and agree on the metrics that matter — like Inventory & Sell-Through Dashboard and Margin Analytics — so every team uses the same numbers.
- 3
Ship your dashboards
We build managed Apache Superset dashboards with row-level security, SSO, and AI text-to-SQL built in.
- 4
Iterate together
Your D23 data team handles new requests, schema changes, and new data sources on an ongoing basis.
one view
of online and in-store performance, updated daily
Other industries
Private Equity
One source of truth across your entire portfolio
Venture Capital
Fund performance and portfolio monitoring in one place
Financial Services
Treasury, risk, and compliance analytics on Superset
Healthcare
HIPAA-ready operational dashboards for healthcare teams
Insurance
Underwriting, claims, and loss-ratio analytics on one platform
Manufacturing
OEE, quality, and supply-chain visibility on Superset
Turn every team into a data team.
Get managed Apache Superset, the dashboards your business needs, and AI on top, without hiring a data team.