topic Re: Free Technical Session: Integrating AI & LLMs with Data Interop (5 Practical Examples) in ArcGIS Data Interoperability Ques.

Free Technical Session: Integrating AI & LLMs with Data Interop (5 Practical Examples)

Oli82uk — Mon, 01 Dec 2025 14:34:13 GMT

Hi everyone,

I wanted to share that we are running a free Data Interoperability technical session on the 18th of December on integrating AI & LLMs with Data Interop showcasing 5 practical examples.

Some more background - it’s a technical talk showcasing 5 Workspaces, using 5 transformers, explained in 5 minutes.

The examples include:

Automated Image Classification - Using computer vision on ArcGIS Online attachments.
Unstructured Data - Extracting addresses from PDF reports and geocoding them.
Data Cleaning - Using LLMs (Gemini/OpenAI) to standardise messy text data.
Enrichment - Augmenting sparse datasets with external AI knowledge.
Local AI - using Ollama with Data Interop.

You can view the full agenda and register for the free session here:
https://www.avineon-tensing.com/en-gb/fme-training/esri-datainterop-skillbooster

I hope this is useful for anyone currently looking to add some AI magic to their ETL workflows in Data Interop.

Re: Free Technical Session: Integrating AI & LLMs with Data Interop (5 Practical Examples)

RenatoSalvaleon3 — Fri, 19 Dec 2025 16:53:02 GMT

@Oli82uk thanks to your team for putting up that great webinar on using Data Interop with AI workflows.

If anybody in the ESRI Community who missed the live webinar and want to watch the recording its available in in this YouTube link:

Re: Free Technical Session: Integrating AI & LLMs with Data Interop (5 Practical Examples)

Oli82uk — Fri, 19 Dec 2025 16:55:21 GMT

Thanks for sharing - also here is a link to the accompanying gitbook -
https://tensing-1.gitbook.io/esri-data-interop-ai-skill-booster feel free to get in touch if you have any questions about the demos.

Re: Free Technical Session: Integrating AI & LLMs with Data Interop (5 Practical Examples)

RenatoSalvaleon3 — Fri, 19 Dec 2025 17:05:58 GMT

Love the 5x5x5 technique 🙂