Your AI Should Run Anywhere, On Any Model
Laava builds cloud-agnostic and model-agnostic AI architectures that free you from vendor lock-in. Swap LLMs with a config change. Move between Azure, AWS, GCP, or on-premise without rebuilding. Invest in architecture that endures — not a model that changes every quarter.
From PoC to production • Custom solutions
The Hidden Cost of Vendor Lock-In
Most AI implementations hardwire a single cloud provider and a single LLM into every layer of the stack. When pricing changes, a better model launches, or regulations shift — you're stuck.
Rebuilding is expensive, slow, and risky. Laava's agnostic architecture separates your business logic from any specific vendor, so you can adapt instantly.
Our 3 Layer Architecture — Context, Reasoning, and Action — is designed from the ground up to keep every layer swappable and independent.
What Agnostic Architecture Gives You
Future-proof AI: adopt new models (GPT-5, Claude 4, Llama 4) on day one — change one config line
Cost optimization: route each task to the best price-performance model automatically
Regulatory compliance: deploy in any region, any cloud, or fully on-premise
Negotiation leverage: no single vendor can dictate your terms
Portable infrastructure: move workloads between clouds without downtime or rework
Resilience: if one provider has an outage, fail over to another
How We Build Agnostic
Two dimensions of independence, one unified architecture
Model-Agnostic AI Layer
Your AI agents work with any LLM — GPT-4, Claude, Llama, Mistral, or whatever comes next. We abstract the reasoning layer so switching models is a configuration change, not a rewrite. Adaptive routing sends complex queries to powerful models and simple tasks to fast, cost-effective ones.
Cloud-Agnostic Infrastructure
Everything runs on Kubernetes — containerized, portable, and cloud-independent. We use Terraform and OpenTofu for reproducible infrastructure, ArgoCD for GitOps deployment, and standard cloud-native patterns that work identically on Azure, AWS, GCP, or bare metal.
Data Sovereignty & Compliance
Choose where your data lives and which models process it. Need EU-only hosting? On-premise for classified data? A specific cloud for regulatory reasons? The architecture supports it all without compromise on functionality.
Adaptive Model Routing
Not every query needs the most expensive model. Our intelligent routing layer analyzes complexity and sends each request to the optimal model — balancing quality, speed, and cost. Simple lookups go to fast models. Complex reasoning goes to powerful ones. You save money without sacrificing quality.
From Lock-In to Freedom in 4 Weeks
Our Proof of Pilot sprint delivers a working agnostic architecture — not a slide deck
Week 1: Architecture Assessment
We map your current AI stack, identify lock-in points, and design a target architecture that decouples your business logic from specific vendors. You see exactly which models and clouds will work for your use case.
Week 2: Abstraction Layer
We build the model abstraction and infrastructure-as-code foundation. Your AI agents get a unified interface that works with any LLM provider. Kubernetes manifests and Terraform modules make the infrastructure portable.
Week 3: Multi-Provider Integration
We connect multiple model providers and configure adaptive routing. Your system now intelligently selects the best model per task. We set up GitOps pipelines so deployment to any cloud is automated and repeatable.
Week 4: Validation & Handover
We prove the architecture works — live demo of model switching, cloud portability, and cost optimization. Full documentation, runbooks, and knowledge transfer to your team. You own everything.
Our Agnostic Principles
Ready to Break Free from Vendor Lock-In?
Let's map your current AI stack and design an architecture that gives you true independence. In a 90-minute roadmap session, we'll identify your lock-in risks, show you the path to agnostic architecture, and outline a concrete Proof of Pilot.
Free 90-minute roadmap session • No commitment