Payroll touches every employee and every regulator. Small mistakes create big problems. AI can help, but only if it is auditable.
Design principles
- Deterministic cores: calculations must be reproducible per statute.
- Explainable diffs: every pay slip should include a clear line‑by‑line rationale.
- Versioned tax logic: store historical rules with timestamps for retro runs.
Human‑in‑the‑loop
Use AI for anomaly detection, document parsing, and guidance—not for opaque wage math.
Written by GMB Custom Software Editorial. © 2025.