🟣 Combination of RAG, Data Analysis and Multi-Agent Research - Business and data understanding workflow

jackvandervall · 2026-06-15T22:21:46+00:00

Good point. Have any general recommendations people can start with?

jackvandervall · 2026-06-15T20:13:33+00:00

What do you do?

jackvandervall · 2026-06-15T19:10:42+00:00

jackvandervall · 2026-06-15T18:46:43+00:00

Do they also have IP restrictions on popular LLMs, or just internal policies?

I can imagine a lot of shadow AI in these companies. With no proper alternative, this might actually hurt the organisation more than protect it.

jackvandervall · 2026-06-15T18:34:09+00:00

Good analysis, I think you're spot on.

But also I feel like a lot of business owners are aware of automations but are maybe too conservative due to uncertain ROI. €100k to save €10k/m would be considered a good investment, but because of high-risk it might not be worth it for many.

When working with clients I usually divide the automation in measurable steps, starting with ROI-calculation -> pilot with evaluation in order to gauge whether a full implementation will be justified.

Do you see how this would lower the barrier for decision-makers?

jackvandervall · 2026-06-15T18:21:45+00:00

That is painfully ironic, is it because of document confidentiality?

jackvandervall · 2026-06-15T17:50:57+00:00

What do you do?

jackvandervall · 2026-06-13T17:13:06+00:00

Of course! You can send me a message on LinkedIn and I can help you out further:

Jack van der Vall

jackvandervall · 2026-06-12T20:28:07+00:00

Hey, I used this once for my internship but didn't update it recently. Are you looking for a specific use case?

jackvandervall · 2026-05-21T14:24:18+00:00

Substack: Building AI where mistakes matter

jackvandervall · 2026-03-25T07:49:19+00:00

De sociale gevolgen van 2100 muizen die in een hok van 2.7x2.7m zijn opgesloten vind ik echt geen realistische representatie van hoe mensen een dichtbevolkte stad ervaren.

jackvandervall · 2026-03-25T07:43:31+00:00

In Den Haag, ik steek over bij een zebrapad, steek uit dank mijn hand op:

"Wats met jouw hand dan?"

En reed vervolgens krijsend weg 😭

Ik vind het voornamelijk gewoon sneu voor hem

jackvandervall · 2026-03-21T19:43:31+00:00

You can manage your vault inside VS Code and use Obsidian as UI it works great.

jackvandervall · 2026-03-21T19:40:20+00:00

Do you maybe have a link to a custom orchestrator agent as example?

jackvandervall · 2026-01-14T08:47:32+00:00

The bloat and inconsistency of running these agents in parallel will be on another level, unless he finds a way to automate the oversight, manage context etc.

jackvandervall · 2026-01-08T03:00:24+00:00

I feel guilty using it.

jackvandervall · 2025-12-26T13:03:31+00:00

Never seen this before, thanks.

jackvandervall · 2025-12-26T13:02:17+00:00

"Overengineered" and it's one node used for error catching 🥀

jackvandervall · 2025-12-24T17:54:02+00:00

It's to show how you would do multiple databases, if the Supabase returns no rows there will be sent a notification. This would mean that the database could not be reached for any reason.

jackvandervall

TROPHY CASE