FAQ
Common questions.
Straight answers about what Cenvora is, how it fits, and where your data lives.
Does Cenvora replace ERP or CRM?+
No. Cenvora sits above the systems you already run. It reads from ERP, CRM, accounting, banking and operational tools and turns that data into a live model, scenarios and decisions.Is Cenvora just another dashboard or a chatbot?+
No. Cenvora is a decision system. It runs a continuous cycle: signal, analysis, scenario, decision, action, result — with human control at every point that matters.Where does the data live?+
In your infrastructure. On-premise, private cloud, hybrid or a dedicated managed instance. You choose; the platform is the same either way.Which AI models does Cenvora use?+
Cenvora supports local models for private workloads and, where you approve, connections to specific external providers. Model residency is an admin setting.Can AI agents actually take action?+
Yes — within the authority envelope you set. Above your thresholds, agents propose actions and route them to the right human for approval.How is Cenvora audited?+
Every signal, scenario, decision and agent action is logged with inputs, outputs, sources and reasoning. The audit trail is reviewable at any time.How long is implementation?+
A typical private pilot runs on a handful of your data sources within weeks, not quarters. Full-scope rollouts are phased by business unit.How do we start?+
With a private demonstration prepared without uploading confidential data. Request one from the demo page.
Private demonstration
See Cenvora with your own scenario.
A private demonstration can be prepared without uploading confidential company data to public AI services.