AIH2 — Human · AI · Human · Delivery Principles

01

Cluster One

Think — Before anything

How people approach problems before proposing solutions. Thinking principles apply before any tool is opened, any meeting is called, any backlog item is created.

Value & Problem — P1 to P3

System & Context — P4 to P6

Decision & Risk — P7 to P9

02

Cluster Two

Build — With precision

How teams structure backlogs, run sprints and deliver features. Build principles apply from the moment a PBI is created to the moment it is in production.

Backlog & Readiness — P10 to P12

Delivery & Flow — P13 to P15

Quality & Standards — P16 to P18

03

Cluster Three

Govern — With accountability

How organisations keep AI, delivery and teams accountable, visible and continuously improving. Govern principles apply across every programme and every agent in use.

Visibility & Trust — P19 to P21

People & Communication — P22 to P24

Improvement & Growth — P25 to P27

Why AIH2 · 3·3·3

"The most powerful delivery happens at the intersection of human judgement and AI capability — neither alone is sufficient."

AIH2 — Human · AI · Human. Every delivery principle in this framework sits at the intersection of human thinking and AI capability. Three clusters are memorable. Three categories per cluster are navigable. Three principles per category are actionable. Twenty-seven principles covering every dimension of intelligent delivery. Use the cluster to orientate, the category to focus, and the principle to act.