How Orient works
Orient continuously observes the organisation and the world around it, turns those signals into structured meaning, and reconciles them into a shared model for people and machines.
ACTIVITY + SIGNALS
People
Conversations · Meetings
Knowledge
Documents · Messages · Research · Files
Systems
Apps · Tools · Agents · Workflows
Data
Metrics · Events · Observations · Outcomes
External world
Customers · Markets · Competitors · Events
Live Organisational Model
CURRENT STATE
Known
Believed
Uncertain
Contested
Decided
Changing
MAINTAINED THROUGH
Capture
Structure
Reconcile
Maintain
New customer evidence
Feature X blocks purchase
Believed
Security approval blocks purchase
Belief revised
People + Machines
Understand
Decide
Act
from the same shared state
↓ outcomes
←
Outcomes become new evidence
THE ICEBERG
What people see is only the surface.
The visible product is how people interact with Orient. Underneath, Orient continuously forms, reconciles, maintains and governs the organisational model those experiences depend on.
ABOVE THE WATERLINE
What people experience
Understand
Ask questions
Investigate situations
See what changed
Decide
Resolve uncertainty
Understand evidence
Make decisions
Create
Turn understanding into work
Plans · briefs · outputs
Act
Coordinate people
Work with agents
Track impact
Different ways of reading from, reasoning over and changing the same organisational model.
THE INTERFACE
BELOW THE WATERLINE
What Orient continuously does
01
Form Meaning
Turns activity and signals into structured organisational meaning.
Sources → claims · evidence · assumptions · questions · decisions
02
Reconcile Understanding
Compares new meaning with what the organisation already understands.
Support · contradict · resolve · supersede · connect · update
03
Maintain Shared State
Keeps the organisation’s current understanding coherent as reality changes.
Known · believed · uncertain · contested · decided · changing
04
Preserve Grounding
Keeps the evidence, origin, uncertainty and history behind important understanding attached.
Evidence · provenance · confidence · uncertainty · time
05
Govern Change + Action
Controls how consequential understanding changes and what people and machines are authorised to do with it.
Authority · ratification · recourse · action
How change is governed
Orient does not treat AI output as organisational truth by default. Evidence remains attached, uncertainty remains visible, contradictions remain inspectable, and consequential revisions can require human ratification. People and machines act from the same model, but authority over change and action remains explicit.
02 — FROM ACTIVITY TO SHARED STATE
New evidence is compared with the current model. Changes propagate through what depends on them and become the organisation’s next shared state.
NEW OBSERVATION
Customer interview
Security approval—not Feature X—is preventing purchase.
Customer interview · 2m ago
RECONCILING
Compare with current understanding
Support
Contradict
Resolve
Supersede
Connect
Update
UPDATED SHARED STATE
The change propagates
Belief revised
Product priority changed
Revenue assumption flagged
THE LOOP CLOSES
Action → Outcome → New evidence → Reconcile again
↻
03 — CONTINUOUS ORGANISATIONAL LEARNING
Seven operations turn activity into continuous organisational learning.
Here, learning does not mean retraining an LLM. It means the organisational model changes as evidence, reasoning, decisions, actions and outcomes arrive.
Capture → Structure → Reconcile → Maintain → Reason → Act → Measure
01
Capture
02
Structure
03
Reconcile
04
Maintain
05
Reason
06
Act
07
Measure
01
Capture
Activity enters the model.
Documents, meetings, messages, metrics, research, observations and machine outputs become sources.
02
Structure
Orient represents what activity means.
Claims, evidence, assumptions, questions, decisions, responsibilities and deadlines are extracted from those sources.
03
Reconcile
New knowledge is compared with current understanding.
It can support, contradict, resolve, supersede or change what the organisation believes.
04
Maintain
The resulting organisational state persists.
Orient retains what is believed, why, what changed and what depends upon it.
05
Reason
People and machines reason over the same model.
They can ask what changed, where evidence conflicts, what remains uncertain and what should be resolved.
06
Act
The shared model becomes context for action.
People decide and coordinate; machines research, recommend, monitor and execute from the same organisational state.
07
Measure
Actions produce outcomes. Outcomes become new evidence.
Belief → Decision → Action → Outcome → Updated model.
04 — WHAT IS ACTUALLY INSIDE THE MODEL
Entities, meaning, relationships, state, time and provenance.
The world model is not a copy of every piece of company information. It is a structured, evolving representation of the parts of reality that matter.
THE MODEL
Entities + Meaning + Relationships + State + Time + Provenance
01
Entities
People, organisations, projects, concepts and sources—the objects around which understanding forms.
02
Meaning
Claims, evidence, assumptions, questions, contradictions, arguments, decisions and expectations.
This is the organisation’s epistemic state, not merely its stored information.
03
Relationships
Evidence supports claims. Claims inform decisions. Decisions change projects. Projects produce outcomes. Outcomes generate new evidence.
Relationships turn isolated facts into a graph of organisational meaning.
04
State
Known · Believed · Uncertain · Contested · Decided · Intended · Changing.
Orient distinguishes between something once said and the organisation’s current best-supported understanding.
05
Time
When something became known, what changed, what superseded it and what the organisation believed at a particular point.
The model is a temporal graph of organisational state.
06
Provenance
Every meaningful claim can be traced to a meeting, document, person, dataset, external source or machine inference.
Orient can show not only what the organisation believes, but why.
05 — WHY THIS IS HARD
Four things have to hold at the same time.
01
Persist meaning
Claims, assumptions and decisions become maintained state—not disposable conversation.
02
Reconcile evidence
New observations must support, contradict, supersede or leave existing understanding unresolved.
03
Propagate change
When a belief changes, every dependent decision, plan, expectation and action must be traced.
04
Govern consequences
Grounding and authority remain attached to every consequential revision and action.
NOT GENERATING AN ANSWER
The hard problem is keeping a shared model coherent, grounded and current while the organisation and the world keep changing.
06 — WHY IT COMPOUNDS
The compounding asset is not the information Orient ingests.
It is the history created by running the model: what was believed, what challenged it, what was ratified, what was superseded, what was decided, what was expected, and what actually happened.
That history cannot simply be re-ingested from a document store because it did not exist before Orient created it through use.
07 — TECHNICAL DEFINITION
A temporal organisational world model with explicit epistemic state.
Entities and relationships describe the organisation and the world around it. Meaning captures claims, evidence, assumptions, questions and decisions. Epistemic state records whether understanding is known, believed, uncertain or contested. Time and provenance record how it changes and where it came from. Authority and outcomes connect understanding to action.
SIX CORE DIMENSIONS
Entities
People, organisations, projects, systems, concepts and things.
Meaning
Claims, evidence, assumptions, questions, contradictions, arguments, decisions and expectations.
Relationships
Support, contradiction, dependency, impact, enablement, blocking and supersession.
Epistemic state
What is known, believed, uncertain or contested, including confidence and competing evidence.
Time + provenance
Where understanding came from, when it changed, what preceded it and what it superseded.
Authority + action
Who or what may change the model or act from it, what requires ratification, and what outcomes follow.
IMPLEMENTATION NOTE
A useful technical representation of Orient is a temporal knowledge graph with epistemic, provenance and governance semantics.
RECONCILIATION
M(t)
= the organisation’s maintained model at time t
O(t)
= new observations arriving at time t
Support · Contradict · Resolve · Supersede · Connect · Propagate
Reconciliation determines how new observations change existing understanding while preserving provenance, uncertainty, history and authority.
THE COMPOUNDING ASSET