Data infrastructure · Consumer brands

Trustworthy data, before you build anything on it.

Culvert builds and runs the data foundation behind growing consumer brands. The numbers your team and your tools depend on come out right, reconciled and ready — not stitched together every Monday morning.


§ 01The foundation

AI is only as smart as the data underneath it.

The best tools in the world still give confident, wrong answers when they read from spreadsheets that disagree with each other. The hard part was never the dashboard. It is getting the data underneath to be correct, consistent and trusted. That is the part Culvert owns.


§ 02How it works

01

Connect what you already have

Sales, inventory, 3PL, retail and finance — wherever your data lives today. No rip-and-replace.

02

Set up your master data

One maintained registry of what your products, customers and SKUs actually are, so every system and report is speaking about the same thing. This is the catalog everything else points back to, and the reason the numbers reconcile at all.

03

Model it into one source of truth

We reconcile the feeds and decide what the numbers actually mean, so "case fill rate" means the same thing everywhere. This is judgment, not just a connector.

04

Keep it running, in your account

Everything lives in a warehouse you own. We operate it so the reports are ready before you are, and the foundation stays yours.

Culvert system schematic: source to answer A sectional drawing. Above grade, four stations run left to right: Sources (your systems and master data), Data lake (all of it, held), Trusted tables (reconciled and governed), and Dashboards and AI (where answers come from), connected by a flow labelled ingest, modeled and served. Below grade, a culvert pipe network carries risers up to every station, labelled: the layer beneath — unseen, and the reason any of it holds. SYSTEM SCHEMATIC · SOURCE TO ANSWER CULVERT GRADE BELOW GRADE 01 — SOURCES 02 — DATA LAKE 03 — TRUSTED TABLES 04 — DASHBOARDS & AI Sources Data lake Trusted tables Dashboards & AI your systems + master data all of it, held reconciled and governed where answers come from ingest modeled served culvert the layer beneath: unseen, and the reason any of it holds
Sectional view. Above grade, your sources and master data are held in a lake you own, modeled into trusted tables, and served where your team draws answers. Below grade, Culvert is the infrastructure carrying all of it.

§ 03What it tells you

The questions operators actually need answered, without a person and a morning spent on exports.

Demand & stockout risk

What's likely to sell, and what's about to run out, before it does.

Inventory & days of cover

Exactly what you have, where it is, and when to reorder — by SKU and retailer.

Fulfillability & at-risk orders

Which orders you can actually ship, and which are exposed, weeks ahead.

Forecast accuracy & service levels

OTIF, case fill and forecast accuracy — tracked the same way every week.


§ 04Vs. in-house

A data hire is the right move eventually. The real question isn't the salary — it's how long you keep making calls on numbers nobody can check, and what that costs while you wait.

Dimension In-house hire Culvert
Time to a number you trust Months — hire, onboard, then build from scratch Weeks — a proven stack, adapted to you
What the wait costs Every decision in between still runs on stitched-together exports Reconciled numbers while you're still writing the job spec
CPG domain judgment Depends entirely on who you find Built by an operator who has run CPG ops
Continuity Knowledge walks out the door with them Documented and owned by you, not held by a person
Who owns it You, but only they understand it You outright, fully documented
Dedicated, full-time focus Yes — one person entirely on your business Shared focus, scoped to what you need

When you are ready for a full data team, the foundation Culvert builds is theirs to take over — owned by you, documented, and already running. We make that handoff easy, not something to untangle.


§ 05Ownership

It runs in your account, not ours. No black box, no lock-in. The warehouse, the models and the data belong to you, so the foundation we build is an asset you keep — whatever happens next.

01

You own it outright

Built in your own cloud warehouse. If we ever part ways, the infrastructure and every row of data stay with you.

02

Auditable by design

One modeled source of truth, with the logic visible and documented, so you can always trace where a number came from.

03

Built by someone who's run it

The same stack and discipline used to run operations inside a real, fast-scaling CPG brand. Not a demo.

Built for brands past the spreadsheet stage. Growing fast enough that the questions have outgrown the tools answering them, but not ready to staff a full in-house data team. If you're stitching together exports to answer basic questions about sales and inventory, that's the gap Culvert fills.


§ 06Get in touch

Tell us what you're trying to see in your business. We'll show you how Culvert gets you there.

[email protected]