We build the models. You choose where they run.
AVELIN is an AI lab, not a reseller. We build frontier-class models, OpenAI- and Anthropic-compatible, and let you run them your way: in our cloud for 50% less than the frontier labs, or on your own GPUs inside your walls for up to 10x less.
Three things, not one.
Enterprise AI is not a model. It's the stack that runs your business applications and agents. Most AI companies do one thing: they rent you access to someone else's model in their cloud. AVELIN builds its own models, serves them through an API, and installs them on your hardware. You pick the parts you need. Frontier labs won't install inside your walls. Gateways can't create intelligence. We do both.
Four parts, one system: inference, the models, the harness that runs them, and the platform to govern it. AVELIN is all of it.
Not a chatbot wrapper
AVELIN is an AI lab. We train a meta-model that sits on top of open models, picks the right one for each request, and combines their outputs when that makes the result stronger.
- ▪9 specialist models across 3 families
- ▪Picks the right one about 90% of the time
- ▪New models integrated within 48 hours
One API, two lines to switch
Compatible with OpenAI and Anthropic. 50% cheaper than frontier providers in our cloud, with sub-50ms routing overhead and 99.97% uptime.
- ▪Drop-in OpenAI and Anthropic compatible
- ▪Automatic tier selection by task complexity
- ▪Token-level usage metering and spend controls
Inside your perimeter
The same models, running on your GPUs. On-prem, private cloud, or fully air-gapped. Your data never leaves. HIPAA, GDPR, EU AI Act ready by design.
- ▪On-prem, private cloud, or air-gapped
- ▪Zero data retention configurable
- ▪Up to 10x cheaper per token on your GPUs
Frontier-class, without the frontier-class bill.
The obvious question: how is it both frontier-class and cheaper? Because we skipped the most expensive part. We didn't train a foundation model from scratch. The world's strongest open models already exist, and the heavy research behind them is already done. We trained the layer above: a meta-model that picks the right expert for each request and fuses them into one answer stronger than any single model.
We carry no from-scratch training cost to recoup, and new open models fold in within 48 hours, so quality keeps rising without a migration on your side.
Four products, one backbone.
Everything runs on the same models underneath. Use the API, try the app, point it at your own data, or connect it to your business systems.
AVELIN-APP
A full AI workspace on AVELIN's own models, not a wrapper over someone else's. Your teams chat, write and run code, and build specialist assistants that take real actions across your business systems through MCP. Available in the browser and as a desktop and mobile app, in our cloud or inside your own perimeter.
Explore the App →AVELIN-API
One endpoint, OpenAI and Anthropic compatible. 9 models with automatic routing. 50% cheaper in our cloud, 10x cheaper on your hardware.
Explore the API →AVELIN-MCP
Connects AI workflows to your ERP, CRM, HRIS, and internal systems. Permission-scoped access. The open standard for AI-to-system integration.
MCP Reference →Y-RAY
Turns your documents into a private knowledge base. Every answer cited with a source. Three analysis modes: fast scan, structural breakdown, deep diligence.
Explore Y-Ray →What we can build for you.
These are the problems teams bring us most. Every one runs on the same models, shaped around your infrastructure and your compliance rules.
Security & Compliance
Your legal team runs contracts through a model that never leaves the network: every clause traced back to its source, a full audit trail, nothing sent to a public cloud.
Cost & Infrastructure
Routing that sends routine work to cheaper models and saves the top tier for the hard problems. 50% cheaper than OpenAI and Anthropic in our cloud, up to 10x cheaper on your own hardware.
Accuracy & Verification
For high-stakes answers, several models cross-check each other and verify facts against your own databases before anything is acted on. Fewer confident-sounding mistakes.
Knowledge & Search
Point it at your engineering drawings, CRM notes, and internal wikis, and teams get cited answers instead of digging through folders. Nothing indexed leaves your infrastructure.
Automation & Actions
Agents that don't just draft a reply but finish the task: pull the record, update the system, file the ticket. Connected to your existing tools through MCP, with permission scoping.
Air-Gapped & Edge
AI that runs where there is no cloud to call: an offshore rig, a secure facility, a forward site. Lightweight models, real-time answers, zero internet dependency.
Weeks, not quarters.
Run AVELIN in our cloud, in a hybrid setup, on-prem, or fully air-gapped. You choose where it lives; we handle the rollout. Most teams are live in weeks, not the quarters a build-it-yourself project takes.
Blueprint
We map your systems, compliance requirements, and operational bottlenecks. Then we design a deployment plan tailored to your infrastructure.
Deploy
We install the AVELIN stack into your VPC or air-gapped servers. Configure Privacy Shield, RBAC, and bridge your databases through MCP. Zero downtime.
Handoff
Red/Blue team testing to verify accuracy. Then we hand over full control, backed by 99.97% uptime SLA and continuous self-optimization.
Frontier AI, on your terms.
Drop the API into your existing code, try the app, or talk to us about running AVELIN on your own hardware.