AI Infrastructure Check — Luitwin Mallmann Data Science

Assess readiness

Which AI infrastructure fits your company?

Based on your data sources, volume, freshness requirements and operating capacity, you’ll get a recommendation for the practical next step — from SharePoint + Power BI up to a complete cloud architecture.

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Question 01

How many different data sources does your company use?

ERP, CRM, webshop, Excel lists, emails, machines, POS — everything counts.

1–2 sources 3–5 sources 6–10 sources More than 10

Question 02

How much data volume is generated per month?

Rough estimate is fine — include Excel files, PDFs, photos, logs.

Under 100 MB 100 MB – 1 GB 1 – 10 GB Over 10 GB

Question 03

How fresh do the data need to be?

How quickly does someone in the business need the latest numbers?

Monthly is enough Weekly Daily Real-time / hourly

Question 04

Is there someone who operates the system long-term?

Internal or external IT partner that is regularly involved.

No one External IT support occasionally Dedicated IT partner or internal IT person Own data engineer / IT team

Question 05

How sensitive is your data?

Personal data, trade secrets, customer data, finance.

Low sensitivity Medium — customer lists, finance High — salaries, contracts, health Very high — regulated: medical, finance, legal

Question 06

What is the concrete goal with AI?

What should the outcome be — honest and specific.

Better reports and clarity Predictions — demand, failures, sales Search documents and knowledge Automate processes