Separate observation from recommendation
Geovox should not confuse an external engine's answer with truth about an organisation. Observation, interpretation and improvement proposals remain separate. A recommendation can therefore be challenged without losing the evidence that prompted it.
What the system contributes
The first formulation centered on an IRIS swarm and a SaaS product. The next generation is reframed around specialized OrvixLabs engines: discovery with CASANDRA, challenge with METIS, verification with CERBERUS and controlled strategy evolution with PROMETHEUS.
Specialised engines for different tasks
CASANDRA supports discovery of sources and gaps; METIS challenges alternatives; CERBERUS verifies claims; PROMETHEUS compares controlled evolutions. Their combination depends on the task. Adding models does not guarantee citations, and every check need not invoke them all.
Integration without autonomous publication
A useful output may be a content proposal or review of existing pages. Publication remains a human decision. Queries and responses are retained so another person can understand the comparison. Integrations are validated against the sources and APIs available in that deployment rather than assumed from a provider's name.