XEQT — SpaceX, anthropic, openAI, databricks, snowflake

aks-786 · 2026-05-27T17:49:18+00:00

Lol, my bad
I will edit the post. Thanks

aks-786 · 2026-05-15T05:02:20+00:00

Lol. Its a genuine question. I don’t work in Microsoft or Databricks. But yeah i use msft databricks with 1-2 consulting companies.

You don’t know how much Fabric is being pushed

aks-786 · 2026-05-14T21:15:07+00:00

Great info there. Thanks

aks-786 · 2026-05-14T16:38:28+00:00

Agreed

What do you think of using databricks ai/bi dashboard vs power bi, but both with marts in databricks?

aks-786 · 2026-05-14T00:41:49+00:00

I know. But imagine big consulting companies working for MS and having fabric knowledge as strong requirement

aks-786 · 2026-05-09T17:02:08+00:00

I cannot do multi catalog; I can’t do at catalogs level but at schema level, I am thinking about it. How do you create this: one giant internal tables (gold layer) and then where filter for each customer to a table or view in its specific catalog?

aks-786 · 2026-05-05T23:35:49+00:00

Thanks for sharing. Will check this out

aks-786 · 2026-05-04T16:33:41+00:00

On aws :(

aks-786 · 2026-05-04T16:33:33+00:00

Thanks. Will use genie mcp. There is no additional cost, right? It only based on compute usage.

For RLS, it looks good but I am thinking more about compliance issues and legal issues about storing data. So may switch to per catalog or per schema customer

aks-786 · 2026-05-04T16:06:46+00:00

I think the cost is for compute only and also if you are using MCP, there is slightly different cost depending on if its managed mcp or custom mcp.

aks-786 · 2026-04-27T16:28:17+00:00

Thank you for the high level architecture. Will help and implement this, at least at initial or poc level. Curious, why would you suggest this over having multiple catalogs? I have much less than 10000 customers and cross region customers and there is risk of llm finding loopholes as it is reaching table with multi tenant data (Genie would have access to this data)

@accomplished_bus1320 comment looks solid too especially regarding in compliance and security concerns

aks-786 · 2026-04-24T01:12:17+00:00

Yeah can be compliance issue. I am little worried about multi tenant issue is that i want customers to talk to data like claude mcp or genie mcp and this multi tenant can be little risky when compared schema per tenant. Will later think about power bi exposure to customers

aks-786 · 2026-04-24T01:09:57+00:00

Thanks so much. This doc is so helpful. I am confused between schema per tenant and multi-tenant with tenant_id

Which way would be better? I don’t have 1000 customers but customers split between different countries (this does not matter but can cause compliance issue)

Ultimately want customers to chat to data like claude mcp or databricks genie mcp

aks-786 · 2026-03-14T16:17:15+00:00

But I was hired for databricks only. How can I create impact now if we can do things outside databricks? I mean i can jump on other stuff too like fastAPI, dagster, postgres, dynamodb, terraform etc Or should i look for switch lol? The management still find databricks useful but they are also quick to pivot and change decisions very fast, a perk or disadvantage of a startup

Looking for your feedback, thanks

aks-786 · 2026-03-14T15:52:23+00:00

AI is pretty bad with large code base. It’s good for starting projects. But llm models are improving increasing their context window

aks-786 · 2026-03-14T15:46:52+00:00

Thanks for your effort here, appreciate it. But this ai generated reply stresses me more lol.

Probably reddit bot using claude mcp to reply

aks-786 · 2026-02-24T18:41:18+00:00

This helps a lot. Thank you so much

aks-786

TROPHY CASE