//AVELIN APP

Your AI workspace. On AVELIN's own models.

Everything you expect from an enterprise AI app: chat, code, agents, tools, memory, voice. Running on our own models, not someone else's. Available in your browser, or deployed inside your perimeter.

//TRAINED INTELLIGENCE

9 Model Families. Trained Cross-Model MoE

Our AI Lab builds Cross-Model MoE, a trained Mixture-of-Experts meta-model with a prompt-vector classifier trained on 1 year of production data. It predicts the optimal specialist with 90% accuracy, cascades by complexity, and synthesizes output quality above any single expert. This is trained AI technology with intelligent routing that selects the best path for each task.

AVELIN App Interface

Intelligence Family · 50% cheaper in our cloud

Deep Reasoning

avelin-ultra

AVELIN's flagship model. Built for strategic planning, executive decision support, risk evaluation, and board-grade deliverables that require structured thinking and precision.

AA Index: 55/100

Strategic decisions · Risk analysis · Executive briefings

Daily Execution

avelin-pro

High-speed, high-efficiency model for daily business workflows. Communication, meeting preparation, planning, and team coordination: fast and reliable at scale.

AA Index: 53/100

Drafting · Summaries · Workflow automation

Real-Time Execution

avelin-fast

The fastest model in the AVELIN lineup. Optimized for real-time tasks: instant responses, live data processing, and low-latency workflows where speed is critical.

AA Index: 47/100

Code execution · Data processing · Real-time tasks

Coding Family · 50% cheaper in our cloud

Architecture Design

avelin-coding-architect

System-level design decisions, long-horizon refactors, and whole-repo analysis. Understands dependencies, patterns, and interfaces across hundreds of files.

AA Index: 52/100

System design · Architecture review · Migration planning

Production Coding

avelin-coding-plus

Maximized throughput for high-volume agentic loops, large multi-file refactors, and latency-sensitive CI/code-review pipelines where waiting kills developer experience.

AA Index: 49/100

Multi-file refactors · CI pipelines · Code review

Standard Coding

avelin-coding

Balanced engineering tier for day-to-day coding at the strongest cost-per-capability ratio. Write, review, refactor, debug with complete codebase awareness.

AA Index: 42/100

Feature implementation · Bug fixing · Testing

Agentic Family · 50% cheaper in our cloud

Complex Agents

avelin-agentic-high

The strongest pick for security-sensitive tool-augmented workflows, deep research agents, and complex multi-step planning where quality matters more than per-step cost.

AA Index: 67/100

Long-running agents · Security workflows · Complex orchestration

Standard Agents

avelin-agentic

The standard agentic workhorse for tool-calling agents, regulated industries (healthcare, finance), and workloads where data sovereignty is required.

AA Index: 67/100

Tool-calling workflows · Task decomposition · Multi-step execution

High-Volume Agents

avelin-agentic-fast

Cost-optimized agentic tier for agent swarms, bulk classification, retrieval re-ranking, and cost-sensitive agentic backends where every token counts.

AA Index: 38/100

Agent swarms · Bulk classification · Cost-sensitive backends

Benchmark methodology: Third-party, not self-graded. Scores on Artificial Analysis Intelligence/Coding/Agentic Indices (0-100 scale). Each index is a composite of 9-10 independent evaluations, pass@1 averaged over multiple repeats. AA Index v4.x, June 2026.

//CORE CAPABILITIES

From conversation to execution

//MODEL CONTEXT PROTOCOL

AI that acts. Not just answers

Through MCP (the open standard for AI-to-system integration), AVELIN App connects to your CRMs, ERPs, calendars, databases, and internal APIs. Workflows that required manual steps now execute autonomously, inside your secure perimeter.

Connect to any MCP-compatible tool or service
OAuth-secured connections to business systems
Tool discovery and invocation directly in conversation
Full action audit trail for compliance
AVELIN App MCP Integrations
AVELIN App Code
//CODE

Write it. Run it. Verify it

All three AVELIN models write, debug, and refactor code across any language. Code Interpreter executes it in a secure, isolated sandbox, available across all models. Mathematical modeling, data processing, scripting: confirmed results, not generated guesses.

Python
JavaScript
Go
Rust
C/C++
Java
Fortran
TypeScript
//AGENTS

Specialist assistants for every business function

Build AI assistants for Legal, Finance, HR, Operations, with their own tools, knowledge scope, and behavior. No coding. No prompting expertise. Deployed in minutes, shared across teams.

Custom Agents
Agent Marketplace
Debate Mode
Memory Mode
AVELIN App Agent Create
AVELIN App Agent Builder
//PROMPTS

Save it once. Use it everywhere

Build a shared library of tested prompts across your organization. Save, organize, and reuse instructions with variables, so every team starts from a proven baseline, not a blank page.

Create and organize prompt libraries
Share prompts across teams
Dynamic variables and dropdown inputs
Filter and find prompts by name or category
AVELIN App Prompts

Web Search

Give any model live internet access with built-in search and reranking to surface what actually matters.

File Search

Search across uploaded files and documents to instantly surface relevant content within your workspace.

Voice

Speech-to-text input and text-to-speech responses. Hands-free workflows and on-the-move briefings.

Debate Mode

Multiple intelligence paths argue opposing positions. Structured comparison: not a single biased answer.

Image Generation

Premium and high-speed image generation: Pro for polished deliverables and marketing assets, Lite for rapid iteration and volume creative work.

Artifacts

Render working React components, HTML pages, and Mermaid diagrams without leaving the conversation.

//SEARCH & KNOWLEDGE

Intelligence over your knowledge base

Search the web, query your documents, and retrieve context from your knowledge base, all within a single governed interface.

Memory

Your AI carries context forward: preferences, history, and decisions persist across every conversation.

Personalization

Customize your workspace to match the way you work: language, chat behavior, speech settings, and more. Every user configures their own experience.

RAG API

Ask questions directly against your documents. Retrieval-augmented generation that stays grounded in your data.

Search

Instantly locate any message or conversation across your entire workspace, powered by Meilisearch.

Upload as Text

Drop in any file and the model reads it as text. No manual extraction, no preprocessing required.

OCR

Pull structured text out of scanned documents, images, and PDFs, ready for analysis or indexing.

//CHAT

Designed for the way enterprise teams work

Conversation tools built for real workflows: branching, sharing, migrating, and protecting sensitive discussions across your organization.

Commands

Keyboard shortcuts built into the conversation: @ to switch models, + for multi-response mode, / to select from your prompt library.

Fork

Branch any conversation into parallel threads. Explore multiple approaches without losing original context.

Bookmarks

Save important conversations for instant access. Organize and revisit key discussions without searching through history.

Shareable Links

Share conversations across teams with configurable access controls.

Temporary Chat

Ephemeral sessions for sensitive discussions. Nothing saved. No trace.

Import Conversations

Migrate existing conversation history from other AI platforms.

Resumable Streams

Interrupted responses auto-reconnect and continue. No lost work.

//SECURITY & GOVERNANCE

Security built in, not bolted on

Multi-factor authentication, self-service password recovery, and built-in content moderation: security that works for teams of any size.

Authentication

Multi-user auth with OAuth2, SAML, LDAP, and two-factor authentication. Enterprise-ready SSO on day one.

Password Reset

Self-service password recovery via email, fully managed within your environment.

Moderation System

Built-in content moderation and safety controls: configurable policies for every team and use case.

//MOBILE & DESKTOP

Available wherever your team works

Access AVELIN App from any browser or install it as a PWA on desktop and mobile. No App Store. No native install required.

AVELIN App Experience

Your AI. Your infrastructure. Your rules.

Talk to our engineering team about deployment architecture, compliance requirements, and how AVELIN App fits into your infrastructure.