Systems

These are live, working systems. Each tile describes exactly what the system does — no marketing, no speculation.

Governance & Safety

Constitutional EnforcementEnforces operator-defined rules across all reasoning steps.

Drift DetectionIdentifies behavioral deviation from approved baselines.

Baseline ModelingEstablishes stable reference behavior for systems.

Audit & ReversibilityCreates traceable, reversible decision paths.

Intent ConstraintsEnsures systems act only within declared intent.

Multi-Provider RoutingSelects models dynamically based on task and risk.

Cross-Model ArbitrationResolves disagreements between model outputs.

Context PersistenceMaintains continuity across long reasoning chains.

Decision TraceabilityRecords why each decision was made.

Event CorrelationLinks related signals across systems.

System Health MonitoringTracks operational status in real time.

Drift ClassificationCategorizes deviations by severity.

Signal AggregationCombines multiple system indicators.

Failure DetectionIdentifies unsafe or degraded behavior.

Human CheckpointsRequires human review at defined thresholds.

GENESISGeneral-purpose constitutional reasoning engine.

Field TriageSupports decision-making in constrained environments.

Bias AnalysisDetects and reports biased outputs.

Sustainability ModelingEvaluates environmental impact scenarios.

Knowledge SynthesisCombines sources into coherent outputs.

Connection CoachHuman-centered reflection support for coaches/educators (privacy-first, non-diagnostic).

Sovereign TechPersonal wellbeing and self-regulation tools.

Operator ControlsExplicit human control over system behavior.

Consent-Aware InteractionRespects user-defined boundaries.

Emotional State AwarenessAdapts behavior based on user state.

Agency PreservationPrevents automation overreach.

16 live demonstrations across news, healthcare, sustainability, and wellbeing.