Nobody trusts the data.
Everybody works around it.

Your ERP says one thing. Your website says another. Your warehouse team walks the shelves because the system count hasn't been right in months. That's not a data quality issue. That's your operation running on workarounds.

We fix the data. Then we keep it fixed.

A product with three different descriptions in three different channels. A price that's right in the ERP but wrong on the website. A new SKU that takes a week to show up in your catalog because four people have to touch it first.

The reality

Bad data doesn't announce itself. It just costs you money.

01

Your product data lives
in seven places. None of them agree.

The ERP has one description. The website has another. The sales team quotes from a spreadsheet they maintain themselves. When a customer asks about a product, whoever answers gives a different answer depending on which system they check.

02

You've cleaned the data before.
It got dirty in six months.

One-time cleanups solve the problem on Tuesday. By Friday, someone's created a duplicate. By next quarter, the same exceptions are back. Without governance built into the workflow, cleanup is just a reset button nobody presses often enough.

03

Your team doesn't trust
the system. They trust the spreadsheet.

When people maintain their own version of the data, in spreadsheets, in emails, in their heads, that's not a training problem. That's the system telling you the master data isn't reliable. Every workaround is a place where errors compound silently.

What we build

Data that's right once, and stays right everywhere.

We don't hand you a data dictionary. We build the architecture, clean the data, and put systems in place so it stays clean without someone babysitting it.

Data architecture that matches how your business actually works

We map your systems, your data flows, and your business rules. Including the ones nobody documented. Then we define the target architecture: what's the master, what syncs where, what validates what. Before we clean a single record.

Data cleaning and normalization at scale

Duplicate detection, standardization, enrichment. Not a one-time project. A system that validates, corrects, and flags exceptions as they happen. Applied across your catalog, your ERP, and every channel you sell through.

Ongoing data quality operations

Governance rules built into the workflow. Automated audits. Anomaly alerts. The reason your data stays clean isn't because someone remembered. It's because the system won't let it get dirty.

What it looks like

Raw data in.
Clean data out.

We standardize and enrich your product data so you and your customers have usable, truthful information. The garbage gets eliminated. What's left is structured, governed, and ready to use.

We build data schemas and define how every field gets used

AI models validate, complete, and standardize product content across your entire catalog

We eliminate the duplicates, the orphans, and the garbage that's been accumulating in your ERP for years

We automate data audits and cleanup so your schema rules enforce themselves

API
Database
Excel
CSV
JSON
PDF
Text file
XML
AI Data Engine
Processing
5 issues detected
Product Name
milwkee m18 1/2 hmr drill
Description
No data
Category
Tools > misc
Brand
No data
Specifications
2 of 6 fields
Validated · AI Confidence 98.7%

What enrichment looks like

Every product. Complete, accurate, ready to sell.

Give your team the data and product information they need to close deals and serve customers. Help buyers find your products, compare them, and make a decision.

Product segmentation and classification across your entire catalog

On-demand content generation for descriptions, marketing copy, and technical specs

Automated variant detection and grouping

Competitive pricing intelligence

Synchronized across every channel you sell through

Running ...
8 new items
No image
Milwaukee M18 FUEL 1/2 in. Hammer Drill/Driver
Milwaukee M18 FUEL Hammer Drill front view
Milwaukee M18 FUEL Hammer Drill angle view

MILWAUKEE

M18 FUEL 1/2 in. Hammer Drill/Driver

Part #: 2904-20

Description

Milwaukee 2904-20 M18 FUEL 18V Lithium-Ion Brushless Cordless 1/2 in. Hammer Drill/Driver, 1400 in-lbs Torque, Red/Black

Marketing description:

The Milwaukee M18 FUEL 1/2 in. Hammer Drill/Driver delivers up to 1,400 in-lbs of torque, up to 2,000 RPM, and up to 32,000 BPM for the most demanding applications. The POWERSTATE brushless motor provides...

TECHNICAL SPECS

Brand: Milwaukee
Manufacturer: Milwaukee Tool
UPC: 045242637720
UNSPSC: 27112700

SPECIFICATIONS

Voltage: 18V
Max Torque: 1,400 in-lbs
No Load Speed: 0-2,100 RPM
Chuck Size: 1/2 in. Metal
Weight: 3.3 lbs
Motor: POWERSTATE Brushless

What it looks like running

Data quality that monitors itself.

Once we clean and structure your data, we build the monitoring that keeps it that way. Automated audits, anomaly detection, and governance enforcement. Running continuously without anyone watching.

Data Quality Monitor
Live
98.4%
Data Accuracy
+12.6%
vs. Baseline
47,200
Records Governed
Duplicate blocked at intake
SKU-48271 matched existing item · rejected
2s ago
Product auto-enriched
284 items updated · description, category, attributes
Price anomaly flagged
3 items priced below required margin · escalated to pricing team
Synced to 5 channels
ERP · Website · Marketplace · PIM · Sales portal
0.4s

How we work

We don't hand you a data dictionary and wish you luck.

We start with your actual data. Not a sample. The messy stuff. The duplicates, the edge cases, the records that have been wrong for two years and nobody's fixed because nobody knows which system is the source of truth.

Then we design the architecture, build the governance rules, clean the data, and connect it across your systems. And we stay accountable after it's running.

Same team.
Architecture to production.

Let's talk.

One team. Architecture to production.