Evidence Index

Evidence from the Field

The BehavesWell Framework is tested against real intelligent environments across three spoke sites. Each site generates structured evidence records — validated, refined, challenged, or emerged — mapped to the twelve core principles.

Total evidence records93
Principles covered12 / 12
Spoke sites3

Evidence Classification

Every evidence record is assigned one of four classifications based on its relationship to the principle under examination.

Validated

The principle held as specified. The environment behaved in accordance with the governance requirement without modification.

Refined

The principle held but required a narrower or broader scope definition. The core intent was preserved; the boundary conditions were updated.

Challenged

The principle could not be fully applied in this environment. The evidence record documents the constraint and the conditions that produced it.

Emerged

The environment produced a governance requirement not anticipated by the current principle set. The record is held for consideration in the next version cycle.

Spoke Sites

Three spoke environments provide the evidence base for the framework. Each represents a distinct class of intelligent environment with different occupant relationships, infrastructure constraints, and governance pressures.

Residential

Single-occupancy and multi-occupancy residential environments. Primary governance focus: occupant consent, ambient awareness, and reversibility of system behaviour.

21validated
7refined
4challenged
2emerged
34 records

Shared

Co-working spaces, communal residential buildings, and mixed-use environments. Primary governance focus: multi-stakeholder consent, competing occupant needs, and system transparency.

15validated
8refined
3challenged
2emerged
28 records

Commercial

Office buildings, retail environments, and commercial facilities. Primary governance focus: operator accountability, proportional response, and reversibility in legacy infrastructure.

17validated
6refined
6challenged
2emerged
31 records