4th Sight logo

Articles

Insights on data, automation and private AI

Practical articles for recruitment finance and back office teams looking to connect data, automate workflows and apply AI safely.

12 October 2026

Recruitment Finance Data Automation AI Insight Back Office Automation Recruitment Data

Cleaning ATS and Finance Data Before Using AI

A practical guide for recruitment CFOs on cleaning ATS and finance data before using AI, covering common issues, risks and how to build a trusted foundation.

Read article →