Let’s play a quick game.
What’s common between incident response, forensic analysis, fraud detection, and user behavior modeling?
Correct. Logs.

Now here’s the curveball:
What if I told you your Odoo ERP might not even be logging the right things?
Or worse, barely logging at all?

Yep. Most Odoo implementations focus on features and workflows.
Logging? That’s an afterthought (if it’s a thought at all).
But without solid logs, you’re flying blind.
No visibility. No traceability. No chance of building robust defenses.

Here’s what effective logging should look like:

Client-side logs: Capturing browser actions, session behavior, device info

Server-side logs: Recording auth events, API activity, DB errors

External log enrichers: Feeding in fingerprinting, threat signals, geolocation mismatches

Why does this matter?
Because when these logs talk to each other, you can build real User Behavior Analysis (UBA). That’s how modern security teams detect anomalies, uncover fraud, and prevent account takeovers before damage is done.

At CrossClassify, we’re building just that:

• A lightweight agent to collect all types of logs

• AI models for black-box, white-box scanning, and CVE correlation

• A unified platform to turn your Odoo ERP from a business tool into a monitored, secure environment

It’s logging. But smart.
Security. But proactive.
ERP. But untouchable.

Full article (with examples + best practices) in here.