Questions that change architecture
These answers explain how OrvixLabs approaches integration, data, failure modes, authority, providers and evolution. Each organization’s actual conditions are verified before scope or implementation is defined.
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Frequently asked questions
Technical and operational answers about integration, privacy, sovereignty, failure handling, human authority, models, providers and AI-system evolution.
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Frequently asked questions
Does OrvixLabs sell fixed products or tailored systems?+
Core technology is reusable, but enterprise systems are designed around the organization, its data, processes, constraints and integrations.
Do I have to replace my CRM, ERP or existing software?+
Not by default. When the existing platform works and can be integrated, we prefer adding an intelligence layer instead of forcing a full migration.
What does technological sovereignty mean?+
Models, providers and platforms should remain replaceable, while operational knowledge, data, policy and maintainability stay under the organization’s control.
What happens when a model, API, hardware component or person fails?+
Failure is designed before it happens: detection, limits, degradation, recovery, rollback, evidence and human escalation according to criticality.
Can systems evolve themselves?+
They can detect limitations and build isolated candidates, but a new version cannot self-promote. It is compared, tested, audited and requires human authorization before production.
Can you work with healthcare, legal and other sensitive data?+
Yes, when architecture can apply minimization, permissions, protection, traceability and appropriate policy. Varexis can act as a boundary before external providers.
Does OrvixLabs guarantee HIPAA or GDPR compliance automatically?+
No. Those obligations depend on jurisdiction, legal role, contracts, legal basis, configuration and operation. We design technical controls to support compliance rather than generic labels.
Can you build voice, WhatsApp and omnichannel agents?+
Yes. The difference is connecting them to real context, permissions and enterprise systems rather than leaving them as isolated channels.
Do you publish prices?+
No. Each system is quoted according to scope, integrations, data, criticality and verification requirements.
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