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Practical notes for better hiring systems

Clear explanations of the workflow decisions, research, and product principles behind Kadroflow.

Latest notes

Read by the problem you are trying to solve

The Evidence Engine: how Kadroflow's AI review now shows its work

We rebuilt the AI review behind every CV and interview. Every claim now quotes the candidate, and our benchmark went from 2 of 10 checks passing to 10 of 10.

How to modernize an HR department: a practical 90-day roadmap

A practical HR digital transformation roadmap for replacing fragmented spreadsheets and inboxes with governed workflows, useful reporting and human-controlled automation.

HR reporting system: what to measure, automate and review

Choose and implement HR reporting software with trustworthy metric definitions, controlled data access and practical recruitment and workforce dashboards.

ATS implementation checklist for EU HR teams

Plan an applicant tracking system implementation with process ownership, data migration, access controls, human oversight, acceptance tests and an eight-week rollout.

Human-controlled AI in recruitment: a practical review checklist

Evaluate AI recruiting tools with five practical checks for source evidence, missing information, human review, corrections and decision ownership.

Candidate communication workflow: owners, updates and email templates

Build a candidate communication workflow with clear owners, realistic update dates, delay messages and a checklist for hiring handoffs.

Structured interview scorecard: a template and worked example

Create a structured interview scorecard with job-related criteria, scoring anchors, evidence notes and a debrief that preserves interviewer disagreement.