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

## Platform Modules

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

## Reading Order

1. Start with [How AVELIN Works](how-it-works.md) to understand the Cross-Model MoE architecture.
2. Continue with AVELIN-GPT for user-facing value.
3. Review AVELIN-API for orchestration, specialist selection, and cost governance.
4. Explore AVELIN-MCP and Y-RAY for execution and intelligence depth.
5. Finish with trust, security, and operations modules for enterprise readiness.