Projects
Applied research systems
Where the research meets code. Some of these run as a research environment or a demonstrator; most are prototypes that have never touched real data. Each page says which, and what it cannot do.
None of these is a product, a service or an offer.
Implemented and demonstrated
Systems that exist beyond a test run: a research and demonstration environment, a research demonstrator and an earlier applied implementation.
AnyDPP
Research and demonstration environment“Can a passport carry the evidence behind each of its values?”
Source documents become evidence, pass human review and are composed into a digital product passport.
AnyDPPAnyAudit
Research demonstrator“What does a system need to record so that its behaviour can be audited afterwards?”
Trace propagation, versioned audit events and a hash-chained trail, extracted as a reusable library.
AnyAuditAnyImob
Applied implementation · historical lineage“How does an assistant stay inside what the data supports, and know when to hand over?”
An assistant for real-estate brokerage with grounding checks, guardrails and handoff to people.
AnyImob
Research prototypes
Six applied research concepts on one shared application kernel, merged into the AnyLAI repository in September 2026. Unpublished and not deployed; none has run on real data.
The six prototypes share one application kernel in the AnyLAI repository: cases, a hash-chained event timeline, evidence with provenance and three timestamps, tasks and authority acts. Each prototype adds only its own vocabulary and rules.
AnyTrace
20 tests in the repositoryResearch prototype · unpublished“Where did this come from, what happened to it, and when?”
Provenance and custody as a reconstructable timeline, including events that arrive late.
AnyTraceAnyVerify
36 tests in the repositoryResearch prototype · unpublished“Does the available evidence support the claim?”
Attribute-by-attribute comparison of a claim against its evidence, with an honest 'cannot tell'.
AnyVerifyAnyValid
20 tests in the repositoryResearch prototype · unpublished“Does an authoritative source confirm this, and is that still current?”
Validation against an authoritative source, with expiry, revalidation and failures that are not verdicts.
AnyValidAny2DPP
31 tests in the repositoryResearch prototype · unpublished“Can source data become a passport structure without losing provenance or meaning?”
Declarative, versioned mappings from heterogeneous source data to a passport-compatible structure.
Any2DPPAnyUSMCA
25 tests in the repositoryResearch prototype · unpublished“Can an origin assessment be explained and reconstructed, condition by condition?”
Origin evidence and material relationships evaluated against a versioned, synthetic rule pack.
AnyUSMCAAnyClinical
33 tests in the repositoryWorkflow-governance prototype · unpublished“How does a clinical workflow stay evidence-bound and hand decisions to people at the right boundaries?”
Governance of a clinical-coordination workflow: consent, escalation, handoff and abstention. No diagnosis.
AnyClinical