Best approach to automate Arabic Word reports into an AI executive dashboard?

Hello everybody,

I have to construct an automatic pipeline to show each day safety stories into govt dashboards. I’m in search of recommendation on one of the best total strategy and system structure.

The Setup:

• Enter: A each day Phrase doc in Arabic.

• Format: A 3-column desk (Date/Timestamp, Incident Particulars, Standing).

• Present System: Incidents are manually color-coded (Crimson, Blue, Inexperienced).

• Historical past: We’ve got 5 years of categorized knowledge prepared for use as a data base.

The Objective:

1. Extract: Mechanically learn the Arabic Phrase doc and extract particular particulars (like Accuser and Location) right into a database.

2. AI Logic: Have an AI evaluation the important "Crimson" incidents and re-classify them into a brand new govt severity scale.

3. Report: Feed this knowledge right into a dashboard to auto-generate a written transient for executives (e.g., stating crime developments).

My Questions:

• How would you construct this pipeline from scratch?

• What instruments or structure would you recommend for one of the best outcomes?

• How ought to I greatest use the 5 years of historic knowledge to make the AI correct?

I be taught quick and am open to any technique that totally automates this course of. Thanks!