What are the AVELIN systems?

The API platform, the AVELIN App, MCP connectors, Y-Ray Data, and the layers for security and trust, operations and observability.

How is a request handled?

The key is checked, a model is chosen by you or by the Decision Layer, the answer streams back in the format you called, and the request is recorded.

Where is data handling described?

In the security and trust page and in the data policy. AVELIN Cloud has zero retention by default, with narrow exceptions listed in the data policy.

Do the systems run on my own GPUs?

The platform installs on your GPUs, as an enterprise or hybrid deployment, scoped in writing.

Systems and Product Catalog

This section documents AVELIN as an AI Laboratory built on three pillars — AI Lab (primary), Intelligence Delivery, and Enterprise Platform — with Cross-Model MoE technology at its core.

AVELIN builds and fuses leading open models into 9 specialist families using trained Cross-Model Mixture-of-Experts technology, delivering enterprise-grade intelligence at significantly lower cost than direct provider access. The platform is self-improving, with new models integrated within 48 hours of release. AVELIN's primary deployment model is enterprise licensing.

Platform Pillars

Pillar	Focus
AI Lab (Primary)	Cross-Model MoE research, model training and fusion, specialist family development
Intelligence Delivery	High-throughput intelligence delivery with Smart Routing Economy and cost optimization
Enterprise Platform	Governed deployment, security, compliance, and operational control for organizations

Core Product Pages

avelin-conversational-interface.md - AVELIN-GPT — Conversational workspace (Enterprise Platform pillar)
avelin-api.md - AVELIN-API — Intelligence orchestration core (Cloud Token Factory pillar)
mcp-integration-platform.md - AVELIN-MCP — Action execution integration (Enterprise Platform pillar)
document-intelligence-rag.md - Y-RAY — Corporate Brain research (AI Lab pillar)
Model descriptions: ../models/README.md

Platform Modules

how-it-works.md - Technical architecture and Cross-Model MoE flow
data-and-search-foundation.md - Sovereign data and intelligence memory foundation
voice-and-web-intelligence.md - Voice, external intelligence, and interaction modes
security-and-edge-layer.md - Secure access and perimeter control
avelin-security-trust.md - Enterprise trust and compliance controls
operations-and-observability.md - Reliability, monitoring, and operational governance

Reading Order

Start with How AVELIN Works to understand the Cross-Model MoE architecture.
Continue with AVELIN-GPT for user-facing value.
Review AVELIN-API for orchestration, specialist selection, and cost governance.
Explore AVELIN-MCP and Y-RAY for execution and intelligence depth.
Finish with trust, security, and operations modules for enterprise readiness.