Multi-model architecture
Open-weight, European, and premium frontier models behind one gateway, selected per task and swappable without rewrites.
AI resilience
AI Resilience and Model Independence
We build vendor-independent AI systems that stay operational when an AI provider becomes unavailable, prices change, models are deprecated, or sensitive data must remain inside an approved infrastructure boundary.
Sovereignty layer
Designed to keep running when conditions change
Inovativi builds the controlled execution layer between AI models and real business systems. That layer is vendor-independent by design: it combines open-weight models, European infrastructure, premium frontier APIs, deterministic business logic, and human oversight behind one governed gateway.
Premium models are valuable — but they remain replaceable components inside a controlled architecture, not operational dependencies. When a provider, price, or regulation changes, the architecture adapts and the business keeps running.
Business application
Your product or operational system
Inovativi AI Gateway
One vendor-independent control plane
Policy · routing · data classification · audit · fallback
Every request is governed before a model sees it
Premium APIs · European models · self-hosted open-weight models
Interchangeable model backends
Deterministic services & human approval
Continuity when models are unavailable
What resilience means here
Multi-model, governed, and built for continuity
Concrete architecture choices that keep an AI system operational, auditable, and inside its approved data boundary.
EU and Swiss deployment options
Systems can be deployed on EU- or Swiss-hosted infrastructure when data residency or procurement requires it.
Self-hosted open-weight models
Open-weight models you can run on your own or European infrastructure for control, portability, and cost efficiency.
Data classification and routing
Requests are classified so sensitive data is routed only to approved models and destinations.
Provider fallback
If a provider becomes unavailable or degrades, traffic fails over to an alternative model or path.
Human approval paths
Sensitive or irreversible actions wait for an authorized person — automation never removes human judgment.
Deterministic degradation mode
If every model is unavailable, deterministic software fallback keeps core operations running in a reduced but correct mode.
Auditability and observability
Model calls, routing decisions, approvals, and fallbacks are logged, traceable, and reviewable.
Model evaluation before production use
New or replacement models are evaluated against your tasks before they are trusted in production.
No sensitive-data transfer to unapproved providers
Sensitive customer data does not leave the infrastructure boundary approved for that client.
Data boundary
A model may originate anywhere. Sensitive customer data remains within the infrastructure boundary approved for that client.
We design to the data-handling boundary each client approves. We do not claim certified GDPR, ISO, SOC 2, HIPAA, or Swiss regulatory compliance; where formal certification is required, we work within your approved infrastructure, controls, and agreements.
Next step
Build AI that no single provider can switch off
Tell us which workflows must stay operational and which data must stay inside an approved boundary. We will respond with a vendor-independent architecture path — open-weight, European, and premium models under one governed, auditable gateway.