Enterprise Authority
What the organisation stands for and can legitimately claim.
TRUST / PROVENANCE33.8688° S / 151.2093° E
A reusable framework for designing intelligent experiences
THE PERSISTENTMeaningFRAMEWORK
PRIMARY PRINCIPLE / 01
DESIGN THE NETWORK OF MEANING,
NOT THE DATABASE OF FACTS.
THE SHIFT
Organisations already hold enormous quantities of information.
The opportunity created by AI is not simply to make more of it accessible.
What if the design problem is not the data itself, but the meaning created between it?
03 / FACTS ARE NOT MEANING
A purchase. A visit. A preference. An event.Each fact stands alone.
The organisation starts to connect what it knows.Relationships appear.
A person owns a product. A product performs a role.Structure begins to form.
That role contributes to an outcome the person prefers.Relationships begin to explain why.
Current intent brings only the relevant relationships into focus.Meaning becomes situated.
The meaning that matters for this need assembles into a brief.Understanding becomes usable.
PERSONPRODUCTPOLICYSERVICEPLACEEVENTPREFERENCEOUTCOMEowns →enables →prefers →produced →
EVOLVING / BOUNDEDTHE PERSISTENT
BRIEF
BRIEF
THE PRIMARY PRINCIPLE
DESIGN THE
NETWORK OF
MEANING,
NOT THE
DATABASE
OF FACTS.
A fact tells us something happened.
A relationship begins to tell us why it matters.
04 / THE KNOWLEDGE FOUNDATION
CONNECTED
KNOWLEDGE
Knowledge becomes useful when the experience understands the relationships between what an organisation knows.
Product / Proposition Knowledge
What the organisation sells, provides or delivers.
ENTITY / ROLE / OUTCOMEService & Policy Knowledge
What the organisation is permitted and able to do.
AUTHORITY / CONSTRAINTSemantic Knowledge
How concepts, entities and language are defined and connected.
MEANING / RELATIONDecision Knowledge
How choices, recommendations and trade-offs are made.
REASON / CONFIDENCEInteraction Knowledge
How experiences should communicate, guide and behave.
VOICE / BEHAVIOURORGANISATIONAL KNOWLEDGE
What can be known with authority.
A product, service, transaction, policy, preference or previous interaction is a fact. Meaning emerges when those facts can be connected with quality, relevance and provenance.
RELATIONSHIP STATE
What is appropriately understood about this person.
LIVE STATE
What is true right now.
Availability · status · eligibility · location · price · capacity
These forms can interact without being collapsed into one indiscriminate customer record. More information is not the same as better understanding. Relevance, confidence, recency and permission matter.
THE PERSISTENT BRIEF
- Intent
- Context
- Preferences
- Constraints
- Known state
- Decisions
- Reasons
- Unknowns
05 / CURRENT INTENT
WHAT
MATTERS
NOW?
Connected knowledge only becomes relevant when interpreted through intent. What is this person actually trying to achieve?
THE PERSISTENT BRIEF
An evolving representation of what the organisation currently understands about what a person is trying to achieve.
Not everything known. Not a permanent profile. Not a transcript. Not unlimited memory. The meaning that matters for this need.
DERIVED PRINCIPLE / 02
DESIGN AROUND intent,
NOT INTERACTION.
Begin with what the person is trying to achieve, rather than starting with the interface, transaction or AI capability available.
06 / CONTINUITY
HOW LONG SHOULD THIS UNDERSTANDING MATTER?
RELATIONSHIP
Selected meaning that remains genuinely valuable and appropriate across future needs.
MISSION
Understanding carried until a particular need or outcome is resolved.
MOMENT
Enough understanding for this interaction.
MORE TIME ≠ MORE MEMORY
CONTINUITY IS THE MANAGEMENT OF MEANING THROUGH TIME.
PERSIST MEANING, NOT MERELY CONTENT.
Carry forward the intent, context, decisions and reasons that remain useful rather than simply preserving a history of interactions.
REMEMBER PURPOSEFULLY, NOT EXHAUSTIVELY.
Allow understanding to persist only for as long as it remains useful, appropriate and relevant to the relationship.
THE PERSISTENT BRIEF IS TEMPORARY BY DEFAULT.
Some meaning lasts minutes. Some lasts through a mission. A smaller subset may legitimately inform a longer relationship.
07 / THE FRAMEWORK REVEALED
ONE SYSTEM.
SEVEN TRANSFORMATIONS.
PROVIDES THE FIELDCONNECTED
KNOWLEDGE
KNOWLEDGE
INTERPRETED THROUGHCURRENT
INTENT
INTENT
CREATESTHE PERSISTENT
BRIEF
BRIEF
MANAGED THROUGHCONTINUITY
ENABLESAPPROPRIATE
AGENCY
AGENCY
EXPRESSED THROUGHEXPERIENCE
UPDATED BYOUTCOMES
LEARNING RETURNS TO THE FIELD ↗Connected knowledge + intent → Persistent Brief →continuity → appropriate agency → outcome → learning.
08 / TRANSFERABILITY
THE NOUNS
CHANGE.
THE FRAMEWORK DOESN’T.
BEAUTY / ENTITY FIELD
People × Products × Ingredients × Intentions × Routines × Moments × Services × Outcomes
A product purchase is only a fact. It gains meaning when connected to a preferred finish, a routine, an occasion, another product and an outcome that worked.
“Help me find the finish that worked for that evening event.”
The nouns change, but the design problem remains similar.
Connect organisational knowledge around human intent. Understand what those relationships mean now. Determine what should survive. Then decide what the experience should appropriately do.
09 / FROM UNDERSTANDING TO AGENCY
UNDERSTANDING
SHOULD HAVE
CONSEQUENCES.
THE SITUATIONWHAT IS
APPROPRIATE?
InterpretInformRecommendPrepareActCoordinateEscalateA → RECOMMENDB → PREPAREC → ESCALATEAPPROPRIATE?
01
Confidence
02
Permission
03
Authority
04
Risk
05
Reversibility
THE GOAL IS NOT MAXIMUM AGENCY.
THE GOAL IS APPROPRIATE AGENCY.
Moving further toward action is not inherently better. Different situations should stop at different points.
DERIVED PRINCIPLE / 07
EARN AGENCY THROUGH UNDERSTANDING, CONFIDENCE AND PERMISSION.
Increase what the experience can do only when its understanding, authority and confidence justify the consequences of acting.
10 / THE EXPRESSION LAYER
MULTIMODALITY IS THE EXPRESSION LAYER.
Voice, imagery, conversation, generated media and interfaces provide richer ways for people and organisations to communicate. But multimodality is not intelligence by itself.
The visible experience may be multimodal.The intelligence beneath it is the network of meaning.
05
REVERSE THE TRANSLATION BURDEN.
Allow the organisation to interpret real-world human context instead of forcing people to translate their needs into organisational categories and system language.
11 / LEARNING
OUTCOMES
COMPLETE
THE LOOP.
PERSONpreferred →OUTCOME ACONFIDENCE / 0.72
PERSONpreviously preferred →OUTCOME Anow prefers →OUTCOME BUPDATED BY EVIDENCE
Did the recommendation work?
Was the service completed?
Did circumstances change?
Was an assumption wrong?
Should a preference be confirmed?
Has something become outdated?
01confirm a relationship02weaken a relationship03create a new relationship04contradict an assumption05reduce confidence06require confirmation07cause old meaning to expire
LEARN FROM OUTCOMES, NOT INTERACTION VOLUME.
Improve the network using evidence of what actually happened, rather than treating more interactions as proof of better understanding.
Understanding → Action → Outcome → Learning → Better understanding12 / THE PRINCIPLES
EIGHT
CONCLUSIONS
FROM ONE
FRAMEWORK.
DESIGN THE NETWORK OF MEANING, NOT THE DATABASE OF FACTS.
Connect facts through relevant, trusted relationships so an experience can understand not only what is known, but why it matters.
DESIGN AROUND INTENT, NOT INTERACTION.
Begin with what the person is trying to achieve, rather than starting with the interface, transaction or AI capability available.
PERSIST MEANING, NOT MERELY CONTENT.
Carry forward the context, decisions and reasons that remain useful rather than simply preserving a history of interactions.
BRING ORGANISATIONAL KNOWLEDGE TOGETHER AROUND THE NEED.
Make different forms of enterprise knowledge useful by assembling them in the context of the situation being resolved.
REVERSE THE TRANSLATION BURDEN.
Let the organisation interpret real-world human context instead of requiring people to continually translate themselves into organisational language.
REMEMBER PURPOSEFULLY, NOT EXHAUSTIVELY.
Retain understanding only when it remains useful, appropriate and valuable for the moment, mission or relationship.
EARN AGENCY THROUGH UNDERSTANDING, CONFIDENCE AND PERMISSION.
Increase what the experience can do only when its understanding and authority justify the consequences of acting.
LEARN FROM OUTCOMES, NOT INTERACTION VOLUME.
Use evidence of what actually worked, changed or failed to improve future understanding rather than treating activity itself as learning.
13 / A REUSABLE DESIGN METHOD
START WITH
A REAL
situation.
Then ask five questions.
EXPRESSION
What is difficult for the person to communicate through the existing experience?
UNDERSTANDING
What must the organisation understand, and what connected knowledge is required to understand it properly?
- Which knowledge domains matter?
- Which relationships matter?
- What do we know about the person?
- What live state matters?
- What remains unknown?
- What requires confirmation?
REPRESENTATION
What could the experience show, say, generate, compare or explain to improve judgement?
CONTINUITY
What meaning should persist for the moment, mission or relationship—and what should expire or be forgotten?
AGENCY
What should the experience interpret, recommend, prepare, perform, coordinate or hand to a person?
These questions shift intelligent experience design away from beginning with AI features. They begin with human intent, organisational knowledge and the relationship between them.
14 / FINAL SYNTHESIS
AN INTELLIGENT EXPERIENCE IS NOT ONE THAT KNOWS EVERYTHING.
IT IS ONE THAT CAN ESTABLISH THE RIGHT UNDERSTANDING, PRESERVE IT FOR THE RIGHT PERIOD, AND USE IT APPROPRIATELY TO HELP SOMEONE ACHIEVE AN OUTCOME.
Knowledge provides the facts.
Relationships create meaning.
Intent makes meaning relevant.
Continuity carries it through time.
Agency gives it consequence.
Outcomes make the next understanding better.
THE PERSISTENT MEANING FRAMEWORK / 2026DESIGN THE NETWORK OF MEANING,