Human governance

CONSISTENCY
WITHOUT CENTRALISING JUDGEMENT.

A practical organisational layer for keeping coaching fair, coherent and human as AI use grows.

Large organisations need more than individual manager skill. They need a way to keep interpretation, language and standards connected across teams.

The APPRaiSAL Steward

A human custodian of consistency.

The APPRaiSAL Steward does not need to be an AI specialist or a new job title. The role can sit with an HR business partner, People & Culture lead, L&D leader or nominated senior HR person.

The role is not to make every judgement.

It is to maintain a coherent interpretation of values and behaviours, spot drift, connect managers and challenge systemic patterns.

What the Steward supports

Shared interpretation

Maintain the organisation's agreed understanding of values, behaviours and expectations.

Manager-to-manager dialogue

Help leaders compare judgement, resolve inconsistency and learn from one another.

Responsible AI use

Oversee how AI is used in coaching and performance processes without becoming the technical owner of the technology.

The governance principle

Human judgement should be connected, not isolated.

Good governance creates vertical conversations between employee and manager, horizontal conversations between managers, and an organisational route into the human People team when consistency or systemic patterns need attention.