WeSearch

Build and Run an Intelligent Document Processing (IDP) System in the Cloud

Thomas Reid· ·13 min read · 0 reactions · 0 comments · 2 views
#build#intelligent#document#processing#system
Build and Run an Intelligent Document Processing (IDP) System in the Cloud
TL;DR · WeSearch summary

The system was designed to allow Freedom of Information-type requests from Irish citizens wanting to know whether their details (name, address, etc.) were recorded in a large insurance claims database maintained by my employer. At a high-level, the workflow schedule was this, Client solicitors sent an email to a specific Outlook address requesting a search of the client’s details in the database. For the search, we needed the first and last name of the client, together with their date of birth and current address A search could only proceed if there were corroborating documents attached to the email to “prove” who the client was.

Key facts
About this source

Towards Data Science files mainly under ai. We currently carry 73 of its stories.

Original article
Towards Data Science · Thomas Reid
Read full at Towards Data Science →
Opening excerpt (first ~120 words) tap to expand

Programming Build and Run an Intelligent Document Processing (IDP) System in the Cloud Automating the classification and extraction of PII from emails using AWS Thomas Reid Jul 24, 2026 14 min read Share Image by AI In my last job, I built a fully automated intelligent document processing (IDP) system that ran in the cloud on Amazon Web Services. The system was designed to allow Freedom of Information-type requests from Irish citizens wanting to know whether their details (name, address, etc.) were recorded in a large insurance claims database maintained by my employer. At a high-level, the workflow schedule was this, Client solicitors sent an email to a specific Outlook address requesting a search of the client’s details in the database.

Excerpt limited to ~120 words for fair-use compliance. The full article is at Towards Data Science.

Anonymous · no account needed
Share 𝕏 Facebook Reddit LinkedIn Threads WhatsApp Bluesky Mastodon Email

Discussion

0 comments