AI-Powered Supply Chain Data Transformer

Connect ERP, SAP, OMS, WMS, databases, and files, and transform them directly inside Lambda Supply Chain.

Connects to ERP SAP OMS WMS Databases Files

LAMBDA LAB Live

Data Transformer / feb-plan

Upload Files Import from DB AI SQL Editor Analyze Build Model

Model tables · 94

productcustomerdemandinventoryshipmentswarehouse

Run SQL Ctrl+Enter Idle

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location	on_hand_qty	open_orders

✦ →

6+Systems connected

0Manual SQL needed

SecsTo reuse next cycle

Before and After Data Transformer

Same data sources. Same models. A much faster path in between.

Without Data Transformer

✕Export data manually from ERP, OMS, and WMS into spreadsheets
✕Merge and reconcile files by hand, sheet by sheet
✕Discover a unit mismatch or duplicate only after a model run fails
✕Loop in a data or IT resource to write and debug the SQL
✕Repeat most of it next cycle, because nothing was saved as a process

With Data Transformer

✓Connect once to ERP, OMS, WMS, and databases
✓Describe the table you need in plain language
✓Irregularities get flagged and fixed automatically, before they reach a model
✓Review the generated SQL if you want to — no dependency required
✓Reuse the same transformation the next cycle in a few seconds

Supply Chain Data Transformation for Every Team

Everyone who’s ever waited on a data pull to make a decision.

Supply chain analysts & planners

Get your own answers

Ask for the data you need directly, in your own words, and get a clean table back no ticket, no queue, no waiting for a report to be built.

"I don't need to know SQL. I need the DC-level view before the 9am call."

Operations & network leaders

Move from data to decision faster

Once data is clean and joined, it flows straight into network, route, and inventory models so more of the week goes to decisions, not preparation.

"We used to spend the first three days of every planning cycle just getting the data ready."

Network & route modelers

Start modeling, not reconciling

Skip the days spent chasing bad rows before a scenario will even run. Pull data already validated and shaped for Network Design or Route Design, and get straight to building.

"Half our modeling time used to go to finding out why the last run failed. Now it just runs."

It's Not a Chatbot Bolted Onto a Database

Data Transformer’s AI is built specifically to read supply chain data the way a planner or analyst would and to show its work, not hide it.

Understands supply chain language

Phrases like "by location," "trending slower," or "last 12 months" get mapped to the right joins, filters, and time windows automatically.

Writes SQL queries you can inspect

Every request produces a real, readable query. Nothing runs as a black box - your team can review, edit, or reuse it.

Flags and fixes data irregularities

Mismatched units, duplicate keys, missing fields, and outliers get caught and resolved during transformation, before they can break a model run.

Surfaces insight while it works

As it prepares a table, it can point out what's unusual, a location running short, a lane trending over cost, so you're not the last one to notice.

Clean Data In. Fast Models Out.

Data Transformer’s whole job is to remove the slowest, most manual part of modeling —
so Network Design and Route Design can start from validated data instead of a raw export.

You are here

Data Transformer

Connects to your systems, transforms data in plain language, and flags and fixes irregularities as it goes.

→

Downstream

Network Design

Builds on validated facility, demand, and cost data to run network scenarios without re-cleaning inputs.

→

Downstream

Route Design

Uses clean shipment and lane data to optimize routes, without hunting down mismatched fields first.

The less time a model spends waiting on clean data, the more time your team spends acting on what the model says.

What Data Sources Can You Connect?

Bring data in from the systems you already run — no new infrastructure, no waiting on IT.

Enterprise Systems

SAP
Oracle ERP
Other ERP systems

Supply Chain Systems

OMS (Order Management Systems)
WMS (Warehouse Management Systems)

Databases

SQL Server
PostgreSQL
MySQL
Cloud databases

Files & Spreadsheets

CSV files
Excel files

Cloud & APIs

Data warehouses (Snowflake, BigQuery, etc.)
REST APIs and custom connectors

How it Works

Four steps between raw data and a model-ready table.

Connect

Link your ERP, SAP, OMS, WMS, databases, or file-based data sources.

Import

Import the data you need from your connected sources and bring it into Lambda Supply Chain."

Transform

AI generates SQL queries to clean, join, filter, and reshape your data.

Analyze & Load

Push model-ready tables directly into Network Design or Route Design models.

Stop Spending Time Preparing Data. Start Optimizing Instead.

Bring all your supply chain data together, transform it with AI, and move directly into optimization and decision-making.