Symbiain Intelligence / evidence before judgement
A clearer picture before a consequential decision. Symbiain helps you separate what the evidence shows from what an account assumes—and see what still needs checking. AI works from that picture. People remain responsible for the decision.
Reality first.
Then inference.
New to Symbiain?
A representation is the picture we build from records, observations and assumptions. Symbiain asks: does that picture fit the evidence, what is missing, and what would make us change it? Choose a way to begin.
See how a picture of a situation is built, checked and revised before anyone relies on it.
Explore Artificial Representation →02 / TRYMake a first judgement about a late delivery. Open the records and see what they support—and what they leave open.
Try the evidence exercise ↓03 / APPLYSee how a fixed-scope Decision Integrity Review clarifies one consequential decision without transferring human responsibility.
Explore a review →Prefer to explore? Begin visual field training or browse the public casebook.
Try it here / fictional teaching case
Start with two dates. Make a first judgement if you wish, then open the records. Notice the difference between what happened and why it happened. This is an authored exercise, not a live AI test.
01 / The first picture
Imagine you are reviewing a delivery. You see these two dates. What can you reasonably conclude?
Fictional records · June 2026 · The dates describe timing, not its cause.
No score and no sign-in. Your choice is held only in this page, not saved to an account or sent to Symbiain. Reset clears it.
Go one step deeper. Inspect five claims, introduce a new record and follow the changes without losing the earlier account.
Try the five-claim audit →Have a question of your own? Start with a brief, non-confidential outline.
Discuss your question →Was anything unclear? Tell us.A practical working output
Not a dashboard and not a claim of certainty: a concise, inspectable account of what is being represented, what supports it, what remains open and what could change the judgement.
What situation or decision is this account intended to support?
Which time, place, people, systems and exclusions define the field?
What was observed, measured, reported or sourced — and when?
Which labels, categories, assumptions and transformations shape the record?
What other account could still explain the available evidence?
What new evidence, outcome or contradiction would change the reading?
The experience behind the practice
Created by Iain Davie, whose experience in complex commercial and industrial environments informs Symbiain’s practical attention to evidence, conditions and consequences. Symbiain is an independent Artificial Representation and decision-integrity practice.
Meet the practitioner → · Explore a Decision Integrity Review →
Symbiain Intelligence · A one-minute introduction
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 methodWelcome 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
Enter a story. Attend to a detail. See what changes when the picture opens out.
8:02Literary showcases
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
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
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
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
2:00Field studies
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
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 Artificial Representation makes the account of reality visible before intelligence acts upon it.
AI makes inferences from representations. Symbiain examines whether that representation is evidence-bound, current, challengeable and corrigible: separate what is observed from what is assumed; map relationships and uncertainty; hold credible alternatives in view; and revise the account when reality disagrees. Explore Artificial Representation →
The Symbiain Field Manual
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.
A layered view from reality to action.
Open the full lesson →02 / ILLUSTRATED LESSON
See the trace before assigning meaning.
Open the full lesson →03 / ILLUSTRATED LESSON
Map the conditions and relationships in view.
Open the full lesson →04 / ILLUSTRATED LESSON
See how interactions organise a field.
Open the full lesson →05 / ILLUSTRATED LESSON
Notice when a working account is losing correspondence.
Open the full lesson →06 / ILLUSTRATED LESSON
Correct a reading without losing the thread.
Open the full lesson →07 / ILLUSTRATED LESSON
Bring evidence, alternatives and revision together.
Open the full lesson →When to use Symbiain
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.
The Symbiain sequence
Seven illustrated lessons for describing change, testing an interpretation and staying open to revision. Each opens into five plates and a bounded field exercise.
The conditions from which a field becomes legible.
Distinction · Relation · Signal / trace · Attention · Memory · Affordance · Constraint
What is actually present?
02Actions that organise how meaning is made.
Distinguish · Relate · Attend · Remember · Transform · Adapt · Integrate
What is acting on what?
03Configurations made through repeated interaction.
Compatibility · Feedback · Repair · Coordination · Dependency
What connects, enables or constrains?
04Patterns formed in combination, not presumed primitives.
Trust · Identity · Belief · Goal · Motivation · Power · Conflict
What is forming in combination?
05A question about mechanism, not a shortcut from pattern.
Signal ≠ indicator ≠ construct ≠ reality · Pattern ≠ mechanism
What mechanism could explain this?
06Polarities that create pressure, ambiguity and movement.
Classification ↔ instance · Actor ↔ field · Representation ↔ reality · Calibration ↔ drift
Where is pressure accumulating?
07Transition 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
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?”
A method, not a doctrine
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
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.
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.
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 →28 of 28 cases · Curated cross-disciplinary orderResearch proposals, interpretations and demonstrations are labelled within each case.
When an AI answer sounds right, what makes it ready to rely on?
Explore the AI showcase →
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 →
What becomes visible when moral judgement is mapped as a journey through consequence, recognition and transformation?
Open the moral geography →
Can recycled aluminium be engineered around impurity state rather than impurity concentration?
Open the experimental field →Where is the strategic-materials system genuinely resilient, and where could one changing relationship disrupt it?
See the method and value →
How do reason, self-interest, rights and productive agency change when they meet institutions, dependencies and consequences?
Open the agency field →What can automation prepare and make visible—without taking the pharmacist’s clinical judgement, prescribing authority or accountability?
See the method and value →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 →
What changes when a moral judgement is examined as a perspective shaped by language, history, drives, rank and purpose?
Open the perspectival field →Can the board see how authority, evidence, control and consequence travel through the organisation?
See the method and value →How can local botanical knowledge generate responsible research questions without becoming unsupported treatment advice?
See the method and value →What combination of reporting, debt, governance and legal pressure turned warning signals into corporate collapse?
See the method and value →How should an unusual operational signal be checked before it becomes a security escalation?
See the method and value →
What relations, thresholds and consequences make an epic action matter—and what can the text actually support?
Open the epic field →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 →Can trustees see how delegated decisions, underlying exposures and changing conditions affect the scheme’s ability to serve members?
See the method and value →Is the visible mark harmless, or is it evidence of an active process that needs attention?
See the method and value →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 →How can outside support strengthen women-led priorities without increasing exposure or displacing local control?
See the method and value →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 →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 →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 →What becomes visible when company evidence and portfolio dependencies are examined together rather than deal by deal?
See the method and value →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 →How did an expansive theory of interaction and change mature into a bounded decision-integrity practice?
See the method and value →Can Symbiain make the changing field around competing hypotheses more visible without weakening ACH?
See the method and value →When do glyphs make a complex field easier to read, and when does their compression remove too much meaning?
See the method and value →
Does Symbiain measurably improve inquiry when compared with a simpler alternative?
Open the self-audit field →Correspondence desk
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
Bring one consequential question into a bounded, evidence-led review.
hello@symbiain.com ↗02 / CORRESPONDENCETest the method on one real question with clear learning boundaries.
hello@symbiain.com ↗03 / CORRESPONDENCESources, research proposals, institutional conversations and carefully bounded collaboration.
hello@symbiain.com ↗04 / CORRESPONDENCEIdentify 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
These are working propositions and invitations to inquiry — not settled doctrine.
