We built port data integration solutions for 15+ years - here's what most ports get wrong

Hey IH community,

I work at INTECH Creative Services — we've been building tech for ports and terminals since 2010. Not a sexy consumer product, but ports are genuinely fascinating from a systems design standpoint.

We just published a deep-dive on Port Data Lakes — and I wanted to share some real insights here, not just a blog link.

The core problem: ports have data wealth and information poverty

A mid-size container terminal might have:

A TOS (Terminal Operating System) tracking 50,000+ container movements/day
SAP or Oracle handling invoicing, procurement, HR
Vessel systems giving AIS position updates every few seconds
IoT sensors on cranes, straddle carriers, reefer units
Customs portals with cargo manifests
Customer portals with booking data

Zero of these systems talk to each other by default.

The result? Port managers get their "real-time" data in the form of a morning Excel report assembled by someone who pulled 5 different reports at 7am.

What actually works: the unified data lake pattern

We've helped ports build architectures where:

All systems push data to a central lake via APIs or streaming
ETL pipelines standardize and reconcile the data
One dashboard shows ops, finance, and logistics in sync
Billing happens automatically when a vessel departs (TOS triggers → ERP invoice)

The ROI is immediate — one port cut manual reconciliation from 3 days to 4 hours.

The non-obvious challenges

Vendor lock-in on TOS — many TOS platforms have proprietary APIs or charge for integration access
ERP customization debt — heavily customized SAP instances are a nightmare to integrate without proper middleware
Governance politics — the ops team and finance team often don't agree on which system is the "source of truth"

Full technical breakdown here:
How to Build a Port Data Lake with TOS, ERP & Vessel Integration →

Curious if anyone else here has worked on industrial/logistics data infrastructure? Would love to swap notes.