Keep the dates straight.
The order requires delivery on 12 June. The supplier reports readiness on 11 June. The carrier records collection on 13 June and receipt on 17 June.
Clearer evidence. Better questions. Human judgement.
Symbiain
Intelligence.
Turn a complicated question into a clear record of what is known, what remains uncertain and what to check next. Symbiain Intelligence helps people compare explanations and make a decision they can explain and revise.
See clearly
before deciding.
The experience behind the practice
From industrial decisions
to clearer reasoning.
Created by Iain Davie, whose professional work spans non-ferrous metals trading, circular materials and strategic industrial systems. Symbiain brings that practical attention to evidence, conditions and consequences into an independent decision-integrity practice.
Meet the practitioner → · Explore a Decision Integrity Review →
Worked demonstration / fictional records
A late delivery.
A better next decision.
Three records, five claims and one corrected answer. Open the interactive example to trace a claim, add fictional evidence and inspect what changes. This is a teaching case, not a measured model test.
Leave the cause open.
A supplier problem, a collection-booking delay or a transit problem need different evidence. The arrival date alone cannot choose between them.
Verify before committing.
The operations lead requests the booking trail and written confirmation of the next delivery before deciding how to respond.
The useful change: a broad allegation becomes a dated evidence record, competing explanations and specific checks owned by a named person.
Try the five-claim audit →Symbiain Intelligence · A one-minute introduction
Look closer.
Then see the whole.
A pattern becomes a person. A detail changes the wider view. Our new Open Constellation mark brings that movement of attention into focus.
An original Qingming-inspired illustration, with cinematic music and narrated reflection.
Explore the methodRead the film transcript
Welcome to Symbiain Intelligence.
A thousand lives.
A thousand connections.
Where do we begin?
Observe.
Look closer.
Behind every pattern, a person.
Beyond every first impression, a question.
Now, step back.
See the relationships.
Consider what the picture leaves out.
Clearer evidence.
Better questions.
Human judgement.
Symbiain in motion
A different way of looking.
Enter a story. Attend to a detail. See what changes when the picture opens out.
Literary showcases
8:02Literary showcases
Lily Bryte
A little elegance. A little subversion.
Meet Lily Bryte: cool under pressure, slightly amused and always watching. Iain Davie’s complete animated short-film pilot pairs bright line art and original jazz with three Symbiain field notes.
Watch the film
1:50Literary showcases
Seeds
A living field
Donna listens to a rainforest through a resonator. A futuristic literary film about attention, living systems and the possibility of connection.
Watch the film
1:50Literary showcases
Algoveil
The pattern that shouldn’t be there
In New Capita, Ai Li notices an unfamiliar pattern. A science-fiction reading about systems, attention and a discovery that unsettles the familiar.
Watch the film
1:16Literary showcases
Art for War
Two observers. Another perspective.
Two observers can look at the same scene and understand it differently. An accessible visual interpretation of language, imagination and perspective.
Watch the film
5:06Literary showcases
Moneydie
The Wind That Rushes West
From Florence and the Gates of Paradise to the imagined winds of Jupiter: a literary journey from passing glance to careful observation.
Watch the film
5:07Literary showcases
It Seemed
A poem in nine movements
Iain Davie’s complete poem unfolds through six illustrations, a measured reading and an original piano, strings and cello score.
Watch the filmField studies
2:00Field studies
The Field and the Judgement
A Qingming-inspired study
A river city, a crossing and a changing field of relationships. Seven illustrated studies introduce observation, interpretation and calibration.
Watch the film
1:32Field studies
What the Water Holds
Venice, attention and change
A painting by John Davie becomes a moving study of water, architecture and attention—then returns to the original work.
Watch the filmThe proposition
Symbiain Intelligence is a decision-integrity and change-analysis practice.
It helps make complex change more transparent, testable and corrigible: separate what is known from what is assumed; map the relationships that matter; hold credible alternatives in view; and revise the account when reality disagrees.
The Symbiain Field Manual
Plates for
closer attention.
Enter through an original Field Manual plate, then continue into a deeper illustrated lesson: conceptual anatomy, a worked field, an inspectable output and a practical exercise.
01 / ILLUSTRATED LESSON
Representation before judgement
A layered view from reality to action.
Open the full lesson →02 / ILLUSTRATED LESSONObservation
See the trace before assigning meaning.
Open the full lesson →03 / ILLUSTRATED LESSONRepresentational fields
Map the conditions and relationships in view.
Open the full lesson →04 / ILLUSTRATED LESSONConfiguration dynamics
See how interactions organise a field.
Open the full lesson →05 / ILLUSTRATED LESSONDrift
Notice when a working account is losing correspondence.
Open the full lesson →06 / ILLUSTRATED LESSONCalibration
Correct a reading without losing the thread.
Open the full lesson →07 / ILLUSTRATED LESSONRepresentational analysis
Bring evidence, alternatives and revision together.
Open the full lesson →When to use Symbiain
When the system is complex,
and an early answer would cost you.
Use Symbiain to structure inquiry in research, strategy, operations, learning and public analysis — especially when evidence is incomplete and assumptions need to be made visible.
- Frame a public-source research question before collecting more material.
- Map dependencies, incentives, pressures and feedback before a strategic discussion.
- Compare explanations without mistaking a pattern for a cause.
- Specify the evidence that would disconfirm or revise a current reading.
The Symbiain sequence
From condition
to consequence.
Seven illustrated lessons for describing change, testing an interpretation and staying open to revision. Each opens into five plates and a bounded field exercise.
01
Elements
The conditions from which a field becomes legible.
Distinction · Relation · Signal / trace · Attention · Memory · Affordance · Constraint
What is actually present?
02Operators
Actions that organise how meaning is made.
Distinguish · Relate · Attend · Remember · Transform · Adapt · Integrate
What is acting on what?
03Relationships
Configurations made through repeated interaction.
Compatibility · Feedback · Repair · Coordination · Dependency
What connects, enables or constrains?
04Compounds
Patterns formed in combination, not presumed primitives.
Trust · Identity · Belief · Goal · Motivation · Power · Conflict
What is forming in combination?
05Causality
A question about mechanism, not a shortcut from pattern.
Signal ≠ indicator ≠ construct ≠ reality · Pattern ≠ mechanism
What mechanism could explain this?
06Tensions
Polarities that create pressure, ambiguity and movement.
Classification ↔ instance · Actor ↔ field · Representation ↔ reality · Calibration ↔ drift
Where is pressure accumulating?
07Change
Transition becomes visible through pressure, feedback and recalibration.
Observe → classify → infer → act → collect feedback → reconstruct
What is changing — and what would change our mind?
What a useful output looks like
From a broad concern
to a testable field question.
Symbiain is not a prediction engine. Its practical output is a clearer question, a visible map of what matters, and an explicit account of what would change the reading.
“Will cobalt supply become more secure?”
“Which processing, logistics, policy or buyer relationship would need to change before a production-concentration signal materially alters this buyer’s practical supply position?”
OBSERVED SIGNALPOSSIBLE MECHANISMALTERNATIVESREVISION TRIGGER
A method, not a doctrine
Practise
closer attention.
The seven-part field guide tells you what to examine. The four-part loop tells you how to work with it: observe, relate, test and revise. Together they keep observation, interpretation, inference and claim distinct.
Read the field notes →INPUT → PROCESS → USE → UPDATE → RETRIEVE → REPROCESS
Symbiain Casebook
One method.
Many kinds of question.
Explore AI, industry, literature, health and governance. Each case shows its question, sources, interpretation and limits. Start with a concrete example or follow your own area of interest.
CURATED FIELD / 29 CASES
The sequence alternates domains so visitors can see how one decision-integrity discipline travels across radically different kinds of question. Case numbers preserve the publication record.
START WITH A RESULTCheck an AI answer
Follow five claims from source to correction.
Inspect the worked example →EXPLORE AN INDUSTRIAL QUESTIONUnderstand contaminationConnect material composition, processing and testable outcomes.
Read the research case →ENTER THROUGH LITERATURERead Dante’s changing worldTrace guidance, consequence and transformation through the journey.
Explore the interpretation →29 of 29 cases · Curated cross-disciplinary orderResearch proposals, interpretations and demonstrations are labelled within each case.
29 / AI research / capability showcase
AI decision integrity
When an AI answer sounds right, what makes it ready to rely on?
Explore the AI showcase →
24 / AI assurance / research prototype
Auditing AI hallucinations
Which parts of a fluent AI answer are supported, unsupported, contradicted or still unverified—and what must happen before anyone relies on it?
Open the illustrated audit →
25 / Literature & moral systems / interpretive case
Dante’s Divine Comedy
What becomes visible when moral judgement is mapped as a journey through consequence, recognition and transformation?
Open the moral geography →
28 / Circular materials / independent research case
Recycled aluminium & intermetallic topology
Can recycled aluminium be engineered around impurity state rather than impurity concentration?
Open the experimental field →02 / Public-source / working case
Strategic materials in the DRC
Where is the strategic-materials system genuinely resilient, and where could one changing relationship disrupt it?
See the method and value →
26 / Philosophy & political systems / comparative case
Ayn Rand and Objectivism
How do reason, self-interest, rights and productive agency change when they meet institutions, dependencies and consequences?
Open the agency field →15 / Clinical pharmacy / research prototype
Clinical pharmacy & decision integrity
What can automation prepare and make visible—without taking the pharmacist’s clinical judgement, prescribing authority or accountability?
See the method and value →09 / Visual systems / research concept
The Qingming Scroll
How do movement, congestion and recovery become visible across a city—and where does one constrained crossing affect the wider field?
See the method and value →
27 / Philosophy & interpretation / critical reading
Nietzsche: Beyond Good and Evil
What changes when a moral judgement is examined as a perspective shaped by language, history, drives, rank and purpose?
Open the perspectival field →19 / Governance systems / research prototype
Corporate governance
Can the board see how authority, evidence, control and consequence travel through the organisation?
See the method and value →03 / Health research / working concept
Cancer care & botanical research in the DRC
How can local botanical knowledge generate responsible research questions without becoming unsupported treatment advice?
See the method and value →05 / Corporate systems / public-source case
Steinhoff: governance, debt & dissolution
What combination of reporting, debt, governance and legal pressure turned warning signals into corporate collapse?
See the method and value →20 / Aviation security / research prototype
Airport security & behaviour
How should an unusual operational signal be checked before it becomes a security escalation?
See the method and value →
10 / Literary systems / research concept
Homeric texts
What relations, thresholds and consequences make an epic action matter—and what can the text actually support?
Open the epic field →16 / Recovery support / research prototype
Recovery support & decision integrity
What could a bounded assistant help a recovery team hold together without becoming a counsellor, clinician, case manager or judge of a person’s progress?
See the method and value →17 / Institutional investment / research prototype
Pension stewardship
Can trustees see how delegated decisions, underlying exposures and changing conditions affect the scheme’s ability to serve members?
See the method and value →01 / Material systems / working case
Corrosion
Is the visible mark harmless, or is it evidence of an active process that needs attention?
See the method and value →21 / Human–robot interaction / research prototype
Human interaction semantics for robotics
How can a robot represent human interaction richly enough to respond appropriately without pretending to read minds, feel emotions or possess human consciousness?
See the method and value →04 / Rights & participation / working case
Women’s rights groups in the DRC
How can outside support strengthen women-led priorities without increasing exposure or displacing local control?
See the method and value →12 / Financial systems / public-source case
Greensill
When does an apparently routine supply-chain-finance structure cease to be low-risk working capital and need to be re-underwritten as concentrated credit?
See the method and value →08 / Literary method / working case
Elite education & interpretation
When does specialist knowledge enable good practice, and when does restricted access become exclusionary power?
See the method and value →13 / Embodied AI / research prototype
Robotics & decision integrity
When sensors, records and task instructions conflict, how should a robot make its uncertainty, authority boundary and next safe action visible?
See the method and value →06 / Transmission & symbolic systems / research prototype
Babylonian texts & transmission
When something appears absent from a ritual record, what changed: the text, the language, the copying institution, archive survival or our interpretation?
See the method and value →18 / Private capital / research prototype
Venture & start-up capital
What becomes visible when company evidence and portfolio dependencies are examined together rather than deal by deal?
See the method and value →14 / Service AI / research prototype
Service, dignity & decision integrity
When a customer presents an urgent, ambiguous or sensitive problem, what should a service robot retain, explain, ask and transfer to a named human authority?
See the method and value →22 / Model history / self-critical case
From Change Theory to Symbiain
How did an expansive theory of interaction and change mature into a bounded decision-integrity practice?
See the method and value →07 / Intelligence method / comparative case
Heuer, ACH & Symbiain
Can Symbiain make the changing field around competing hypotheses more visible without weakening ACH?
See the method and value →23 / Visual language / research prototype
Glyphic reading
When do glyphs make a complex field easier to read, and when does their compression remove too much meaning?
See the method and value →
11 / Method validation / working case
Symbiain under examination
Does Symbiain measurably improve inquiry when compared with a simpler alternative?
Open the self-audit field →Correspondence desk
Choose the
right route.
Write directly to Iain. A few sentences about your question, the decision it affects and what would make a conversation useful are enough to begin.
Please do not send confidential, urgent, personal-health or safeguarding information. These are contact routes, not an automated assessment service.
Direct email
01 / CORRESPONDENCE
Decision Integrity Review
Bring one consequential question into a bounded, evidence-led review.
hello@symbiain.com ↗02 / CORRESPONDENCEFounding pilot
Test the method on one real question with clear learning boundaries.
hello@symbiain.com ↗03 / CORRESPONDENCEResearch & collaboration
Sources, research proposals, institutional conversations and carefully bounded collaboration.
hello@symbiain.com ↗04 / CORRESPONDENCECorrection or challenge
Identify a statement, source, omission or distinction that should be examined.
hello@symbiain.com ↗The correspondence desk supports Gmail, Outlook, a default mail application and address copying. Prefer to write directly? hello@symbiain.com. Sending an email does not subscribe you to a mailing list or create an automated decision.
Field notes
Think in
public.
These are working propositions and invitations to inquiry — not settled doctrine.