Research
Research, runtime, evidence and applied systems
AnyLAI is one architecture studied from four directions: a framework for building AI systems that can be reviewed, a runtime for deciding what an AI system should do next and under whose authority, an evidence layer, and a set of applied systems that test all three against real material.
Research and architecture
The two bodies of research that the rest of the work builds on. They are siblings, not layers: neither depends on the other, and each can be used alone.
Trust and evidence
How a claim is carried from its source to the person who has to rely on it, and what has to hold at each step for that reliance to be reasonable.
Open Template Library
Pilot catalogue · prototype
A library of reusable implementation patterns for COADF controls, each generated machine-, AI- and human-readable from one source.
Trust Architecture
Implemented platform architecture
How confidence, human review and an audit trail fit together.
Applied research
Systems that put the architecture to work on real documents and real workflows. Three run today; six more are research concepts with unpublished prototypes.
AnyDPP
Research and demonstration environment
Verifiable product evidence and Digital Product Passports, shown on a signed demonstration passport whose signature anyone can check against the published issuer key.
AnyAudit
Research demonstrator
A research demonstrator for tracing the lineage behind an AI system's output.
AnyImob
Existing applied implementation · historical lineage
An applied system for real-estate conversations, and the oldest line of work here.
AnyTrace
Research concept · unpublished prototype
Traceability research: provenance, evidence lineage and chain of custody.
AnyVerify
Research concept · unpublished prototype
Verification research: cross-checking sources and reporting contradictions honestly.
AnyValid
Research concept · unpublished prototype
Validation research: checking evidence against authoritative sources, and when it expires.
Any2DPP
Research concept · unpublished prototype
Mapping research: turning source data into structures a product passport can use.
AnyUSMCA
Research concept · unpublished prototype
Trade-workflow research: organising origin evidence against a stated rule set.
AnyClinical
Research concept · workflow-governance prototype, unpublished
Governed workflow research for health coordination; never diagnosis or treatment.
Every entry carries its status. A status changes when repository evidence changes, never because a page exists.
Research project · Independent R&D · Not a commercial offering