Issued through AffectLog
Sepsis Deterioration Index v4.2
ICU early warning · MDR Rule 11 Class IIa · AI Act Art. 6(1)
Versioned evidence for consequential AI
AffectLog turns claims about an AI system into structured evidence: what is demonstrated, what is missing, who reviewed it, and what needs attention next.
No certification claims. No automatic deployment approval. Every decision stays tied to the evidence and reviews it rested on.
Illustrated with a clinical note summarisation system - a fictional example.
What AI is already being used?
Currents opens the file on AI already operating inside the organisation.
MedBrief AI - v3.2
Draft consultation summaries · Northstar Clinical Systems
Stage 1 of 5. Currents: Scan first. What AI is already being used? Currents opens the file on AI already operating inside the organisation.
Every instrument is structured, dated, and tied to the decisions recorded against it - built from evidence you supply, without asking for your raw data.
The evidence passport
The credential an AI system carries: what it is, whose data it touches, its legal basis, and what has actually been demonstrated about it. Created once. Reusable across buyers and reviews.
Scope your passportThe entry stamp
The evidence export that travels to a reviewer - what was provided, what is still missing, and who decided what, with the decision trail intact.
See what a reviewer receivesThe context visa
Clearance to operate in one context, on this data, under stated conditions. Time-bound and condition-bound - it expires by default, not by exception.
Set visa conditionsThe register
Every system, every passport, every visa, every open evidence gap - in one register you can put in front of an auditor without preparing for a week.
Open the registerThe doctrine
AL360° Oceans applies border control to AI. Nothing reaches sensitive data without a scan, a passport, and a visa for the exact context it operates in.
01 · the scan
Currents
What AI is running, and what do we not know about it?
02 · the passport
Ripples
What is this system, and what is proven about it?
03 · the visa
Droplets
May it operate HERE, on THIS data, under WHAT conditions?
01 · the scan
Currents
What AI is running, and what do we not know about it?
02 · the passport
Ripples
What is this system, and what is proven about it?
03 · the visa
Droplets
May it operate HERE, on THIS data, under WHAT conditions?
AL360° Oceans
The evidence layer for consequential AI - in health, financial services, and any system touching a child's data.
Where the consequences are irreversible
AL360° Oceans is built for the systems that decide who gets treated, who gets credit, and what is recorded about a child. Everywhere else, a governance failure is an incident. Here, it is a harm - and it is on the record permanently.
A model that is wrong about a patient is wrong about their treatment.
Clinical decision support, deterioration prediction, diagnostic and triage models
A model that is wrong about a person is wrong about their livelihood.
Creditworthiness scoring, eligibility, insurance pricing and risk models
A model that is wrong about a child is wrong for the rest of their record.
Any system reachable by, or profiling, a person under 18 - recommenders, companions, moderation
A system with no passport does not enter. A passport without a visa for this context does not operate here. Every decision is recorded, with the actor, the role, and the time.
Currents - the evidence scan
Currents finds every AI system, vendor, and agent touching sensitive data - including the ones nobody declared - and states precisely what evidence each one owes.
Ripple - the evidence passport
Each system is issued a Ripple: identity, data categories, model provider, legal basis, and every diagnostic result, recorded as an evidence record - the finding, not the data behind it.
Droplet - the context visa
A Droplet clears the system for one context, on stated conditions, until a stated date. Restricted contexts escalate to Seal Review - human review, under seal, before anything ships.
Scan the estate
Collect the evidence
Issue the passport
Review the register
Grant or refuse the visa
Escalate to Seal Review
Scan the estate
Currents maps every system touching sensitive data.
Collect the evidence
Suppliers complete Watermarks; their evidence is recorded against the system.
Issue the passport
A Ripple records the evidence, and what is still unknown.
Review the register
Atlas shows every open gap before anyone decides.
Grant or refuse the visa
A Droplet clears one context, on stated conditions.
Escalate to Seal Review
Health, financial, and minor-facing contexts get human review.
Currents and Ripple are self-serve with fixed prices. Six questions in the calculator confirm which one fits, then you can buy straight away. Sensitive and restricted contexts go through proposal review.
For buyers and DPO / CISO / procurement
A self-serve AI evidence scan. Map your AI systems, collect supplier evidence, identify gaps, and get the Currents report.
Proposal required
Sensitive and restricted contexts. High-assurance evidence review for healthcare, government, HR, and financial AI.
A passport records what is proven. A visa decides where it may go. Sometimes the honest answer is refusal - and a refusal is a defensible decision, on the record, with the reason attached.
Issued through AffectLog
ICU early warning · MDR Rule 11 Class IIa · AI Act Art. 6(1)
Visa granted - conditional
Validated on a 41,000-admission adult cohort. Paediatric and emergency-department intake are refused, because performance outside that cohort is unproven - not because it is known to be bad. Art. 14 sign-off on every alert. The visa must be renewed if calibration drifts past the declared operating point.
Issued through AffectLog
Consumer credit decisioning · AI Act Annex III 5(b)
Visa refused
The model drops the protected attribute, then reconstructs it: postcode and device fingerprint carry it back in. No Art. 10(2)(f) bias examination, no Art. 22 human-intervention route, no Art. 15(1)(h) account of the logic. Reject inference remains an unmeasured blind spot. It does not reach a live applicant.
Issued through AffectLog
Reachable by minors · DSA Art. 28 · GDPR Art. 8
Visa granted - local only
Runs in-perimeter. No profiling of minors, no ad targeting, no training on the corpus. Affect inference is disabled at the boundary: the moment it infers emotion, Art. 5(1)(f) is engaged and this stops being a visa question. Age assurance is attested, not self-declared.
Watermark evidence covers
A completed questionnaire is a claim. A passport is a record - with the evidence behind every field, and an explicit list of what could not be verified.
Every regulated buyer asks the same 200 questions in a different spreadsheet. Carry a passport instead: created once, structured for reuse in each subsequent review.
Built for the institutions that have to answer for AI in public: the European Commission, national competent authorities, data protection authorities, and the procurement teams accountable to all three. When a supervisory authority asks what you knew and when, the register already has the answer.
Procurement, DPO, CISO, AI governance, and supplier teams review the same structured evidence from one shared workspace.
Ripple data, Watermarks, and Wakes create a traceable evidence chain from source to review decision.
Droplet readiness pathways help teams prepare, document, and escalate AI access decisions responsibly.
Structured evidence support for AI governance. Not legal certification, not regulatory approval, not an audit opinion.
AL360° Oceans supports AI governance evidence workflows. It does not replace legal advice, regulatory approval, certification, or formal audit opinions. Issued through AffectLog.
A legal certification or regulatory approval
Structured evidence support for internal AI governance decisions.
A compliance badge or marketing trust seal
An auditable evidence workspace with Ripples, Wakes, and Droplet decisions.
A generic SaaS dashboard for tracking AI projects
The evidence layer for consequential AI: a scan, a passport per system, and a visa per deployment context.
A replacement for DPO, CISO, legal, or audit functions
A shared evidence layer that supports each of these roles with structured, reusable proof.
Replace ad hoc questionnaires with reusable Ripples. Track supplier renewal dates. Approve, restrict, or block with one decision.
Know exactly which personal data each AI system processes. Review vendor evidence. Export DPO-ready evidence packs.
Map agent credentials and tool access. Record least-privilege boundaries. Revoke risky agents, with the decision logged. Restrict AI to pseudonymised or local data.
Organisation-wide AI visibility in one Atlas. Controlled adoption pathways. Evidence for leadership and board review.
Create a reusable Ripple once. Share with every buyer. Reduce procurement friction. Close regulated deals faster.
Issue an Agent Ripple before any agent operates on company systems. Define boundaries, human approval rules, and expiry. Record a revocation in one step.
The Ripple becomes a shareable public evidence signal - one buyers want to request and vendors want to display.
Buyer requests
"Request a Ripple from this supplier."
Vendor creates
Complete once. Reuse across buyers.
Vendor shares
"Our Ripple is ready to share."
Standard spreads
More buyers recognise the Ripple.
AffectLog does not ask for raw prompts, model weights, source documents, or personal data. You supply the evidence - documents, summaries, results - and every check and decision is recorded against the system, not exported as data.
Close the border
Most organisations cannot name every AI system touching their most sensitive data. The scan is self-serve and ends with a list - and the list is rarely what anyone expected.
Six questions - your AI estate, the data it reaches, the deadline forcing it. Your scope and your price at the end of them, before anything is confirmed.
Need a scoped or sovereign deployment? →
AL360° Oceans by AffectLog does not replace legal certification or regulatory approval. It provides structured evidence, traceability, and decision support for AI governance reviews. Issued through AffectLog.