Evidence nodes
Structure observations, documents, signals and assertions as explicit evidence objects.
AxoDen Kernel
Luminesce product & research line
Bounded trust infrastructure for AI systems.
AxoDen product line
AxoDen Kernel is the core Luminesce product line for evidence admission, deterministic control checks, refusal behaviour and replayable decision records.
Capabilities
Admissibility checks
Apply control logic before evidence is used in a downstream decision.
Refusal behaviour
Define when the system should stop, escalate or ask for more evidence.
Replayable ledger
Record the decision path so reviewers can inspect what was accepted, rejected or missing.
Where the Kernel fits
The Kernel is relevant when an AI-enabled workflow needs a defensible answer to a plain question: what evidence did the system rely on, and was that evidence acceptable?
Typical candidates include regulated AI assurance, safety case review, forensic workflows, RF-derived autonomy, compliance dossiers and decision support systems where auditability matters. The Kernel is best assessed through a bounded pilot against a real evidence corpus.
Pilot shape
A pilot should be narrow enough to test the evidence model and valuable enough to inform a commercial decision.
Input
Bring a known workflow, a defined evidence corpus and a decision point that currently causes pain.
Build
Evidence schema, admissibility rules, replay ledger and refusal or escalation criteria.
Output
Demonstrator, findings report, integration risks and a decision on the next commercial step.