Accounting
The order number, even in a carelessly written payment reference
For a client company, NOEVA ETL reads the bank statement every day and finds the order number even when the payment reference is written any old way.
Module 03/06 · NOEVA ETL
Data integration, written as software.
Describe the flow in plain words: an AI agent writes the code, the tests and the documentation, and a person approves it before it goes live.
- Video
- 01:57
- Chapters
- 05
- Role
- Administration
- Status
- Available
01 The problem
What did your data flows do last night? And who can explain it?
- 01 Data moves through jobs nobody can see.
- 02 Flows drawn by hand, with no tests.
- 03 And locked inside a licence you can't walk away from.
02 The idea
A data flow is software. It gets versioned, tested and reviewed before it goes live.
03 You describe it, the agent writes it
You describe it, the agent writes it
You don't write the flow from scratch: you describe it in plain words. An AI agent writes the flow, the tests and the documentation. If a decision is missing, it stops and asks.
04 Rules that can't be bypassed
Rules that can't be bypassed
The agent works within rules it cannot bypass. No record discarded without a trace, no write that creates duplicates. Then three automated reviewers, and your approval.
05 You choose the agent
You choose the agent
Today we work with Claude Code. But the agent can be Codex, Gemini, a NOEVA agent, or your own.
06 Every flow is a graph
Every flow is a graph
It reads, checks, enriches, writes. And the diagram you see is exactly what runs.
07 Every run accounts for itself
Every run accounts for itself
How many records were read, how many written, how many discarded, and why. No record disappears silently.
08 Use cases
09 Where to start
We map, we rewrite, you switch off the licence.
- 01
We map the flows that run under licence today.
- 02
We rewrite them as code, with tests.
- 03
And you switch off the licence.
The code stays yours.
10 Frequently asked questions
01 Which AI agent writes the flows?
You choose. Today we work with Claude Code, but it can be Codex, Gemini, a NOEVA agent or your own.
02 What happens if the agent is missing some information?
It stops and asks for the missing decision, instead of making it on its own.
03 How do you stop a flow from losing or duplicating data?
With rules the agent cannot bypass: no record discarded without a trace, no write that duplicates. Every run reports how many records it read, wrote and discarded, and why.
04 Who owns the code of the flows?
You do. We rewrite it as code, with tests, and the old licence can be switched off.
05 Do ETL and Analytics work together?
Yes: ETL gathers the data, Analytics makes it talk. Soon ETL will also bring together competitor data, from social media, blogs and websites.