# AVELIN

> AVELIN AI is a deep-tech AI company. Its Decision Layer picks the right AI model for every request, and its sovereign AI platform runs 3 families · 9 models on your own GPUs. It works in the cloud, on your hardware, or both. Updated 3 Oct 2026.

AVELIN has two products. Product 1, the Decision Layer: AVELIN's own trained decision model reads each request and picks the model it needs, a more capable model when the task needs intelligence and a cheaper one when it is easy, on every request. It works with your own providers: OpenAI, Google Gemini, Anthropic, DigitalOcean, ElevenLabs and others on the partners page. Its features are a self-learning loop you switch on or off, quality analysis, dangerous-request detection, private-data detection and tuning for each enterprise. Product 2, the sovereign AVELIN platform: an inference layer optimized at GPU level on your own GPUs, nine AVELIN models and an API platform. AVELIN Cloud runs inference in the United States, Europe and MENA, with zero retention by default.

Up to 90% lower cost per task. In our live Arena, at list prices, the median of 122 recorded runs cost 90.1% less than the same task on a flagship model. Cost only. Quality is judged separately. In 8 of the 122 runs AVELIN cost more. Live demo: https://arena.avelin.ai. To start, request a POC at https://avelin.ai/poc#request.

AVELIN does not hold SOC 2, HIPAA or ISO certification.

## Start here

- [What is AVELIN?](https://avelin.ai/what-is-avelin): Plain answers on the products, models, deployments, privacy, prices and key terms.
- [Four problems enterprises hit with AI](https://avelin.ai/enterprise-ai-problems): Why agents burn tokens, why most tasks do not need the top model, why budgets overrun, why privacy is the top worry. With sources.
- [Home](https://avelin.ai/): The right model for every request, and where to start. A Markdown copy is at /index.md.
- [Request a POC](https://avelin.ai/poc#request): Test the Decision Layer on your workload.
- [Live demo: the Arena](https://arena.avelin.ai): Runs the same task on a flagship model and on AVELIN, then prices both.
- [Start building](https://avelin.ai/docs/api/quickstart): Change the base URL and send a first request.

## Products

- [Decision Layer](https://avelin.ai/decision-layer): Picks the model each request needs. Works with your providers.
- [Sovereign AI platform](https://avelin.ai/sovereign-ai-platform): Inference layer, nine models and API platform on your GPUs.
- [Models](https://avelin.ai/models): 3 families · 9 models: Chat, Coding and Agents, each in fast, pro and ultra.
- [API platform](https://avelin.ai/api-platform): One API, OpenAI and Anthropic compatible, with cost control and user management.
- [Deployment](https://avelin.ai/deployment): AVELIN Cloud, enterprise or hybrid, and the privacy check.
- [Privacy](https://avelin.ai/privacy): Three questions, three levels of control.
- [Private deployment](https://avelin.ai/private-deployment): What a written scope settles before an install on your hardware.

## Platform and pricing

- [Pricing](https://avelin.ai/pricing): List prices for the nine models and a cost-per-task estimator.
- [Full price reference](https://avelin.ai/docs/pricing): Every model and endpoint at list prices.
- [Machine-readable prices](https://api.avelin.ai/public/models.json): The price list as JSON.
- [API reference](https://avelin.ai/docs/api/reference): Every public API endpoint.
- [Model catalog](https://avelin.ai/docs/models): Capabilities and a tier selection guide.
- [avelin-fast](https://avelin.ai/docs/models/avelin-fast): Chat fast tier, 256K context, list prices.
- [avelin-pro](https://avelin.ai/docs/models/avelin-pro): Chat pro tier, 256K context, list prices.
- [avelin-ultra](https://avelin.ai/docs/models/avelin-ultra): Chat ultra tier, 256K context, list prices.
- [avelin-coding-fast](https://avelin.ai/docs/models/avelin-coding-fast): Coding fast tier, 1M context, list prices.
- [avelin-coding-pro](https://avelin.ai/docs/models/avelin-coding-pro): Coding pro tier, 1M context, list prices.
- [avelin-coding-ultra](https://avelin.ai/docs/models/avelin-coding-ultra): Coding ultra tier, 1M context, list prices.
- [avelin-agentic-fast](https://avelin.ai/docs/models/avelin-agentic-fast): Agents fast tier, 256K context, list prices.
- [avelin-agentic-pro](https://avelin.ai/docs/models/avelin-agentic-pro): Agents pro tier, 256K context, list prices.
- [avelin-agentic-ultra](https://avelin.ai/docs/models/avelin-agentic-ultra): Agents ultra tier, 256K context, list prices.

## Earlier pages

Pages that were on avelin.ai before the 3 Oct 2026 release. They keep their own text.

- [Business](https://avelin.ai/business): Three things: build models, serve them through an API, install them on your hardware.
- [Sovereign Corporate AI](https://avelin.ai/business/sovereign-corporate-ai): Frontier-class AI running inside your perimeter. On-prem or air-gapped. Your data never leaves.
- [AVELIN API](https://avelin.ai/business/avelin-api): One API for all our models. Automatic routing across 9 specialists.
- [Y-Ray Data](https://avelin.ai/business/y-ray-data): Sovereign AI data intelligence. Y-RAY connects, indexes, and reasons over your entire corporate knowledge base.
- [Use cases](https://avelin.ai/business/use-cases): Production-ready AI blueprints for regulated industries: Finance, Healthcare, Manufacturing, Government, and more.
- [AVELIN App](https://avelin.ai/private-gpt): AI workspace with chat, code, agents, tools, memory, and voice. In your browser or inside your perimeter.
- [Partners](https://avelin.ai/partners): AVELIN's strategic technology partners powering sovereign AI infrastructure worldwide.
- [Contact](https://avelin.ai/contact): Get in touch with AVELIN. Request a POC, ask about enterprise solutions, or connect with our team.
- [News](https://avelin.ai/news): Company news and announcements.
- [Earlier home page](https://avelin.ai/resources/earlier-home): An AI lab building sovereign, frontier-grade AI. Run it in our cloud like any API, or own it outright on your own hardware, on-prem or air-gapped.

## Solutions

- [Ticket triage and bulk classification](https://avelin.ai/business/use-cases/ticket-triage): Label and draft replies for a high volume of short requests, and see what one ticket costs. Priced per task at list prices.
- [Document extraction](https://avelin.ai/business/use-cases/document-extraction): Pull fields out of invoices, forms and agreements into structured data, and price each document. Priced per task at list prices.
- [Agreement review against a checklist](https://avelin.ai/business/use-cases/agreement-review): Read long agreements against your own checklist and list the clauses that differ, with the clause text quoted. Priced per task at list prices.
- [Code review and refactoring](https://avelin.ai/business/use-cases/code-review): Review pull requests and refactor across a whole repository in one context, with the repeated context cached. Priced per task at list prices.
- [Research agent with web access](https://avelin.ai/business/use-cases/research-agent): Search, read and summarize sources with citations, and count the web requests and the tokens on one bill. Priced per task at list prices.
- [Search and answers over your documents](https://avelin.ai/business/use-cases/document-search): Embed documents once, retrieve the passages for each question and answer from them, at list prices.
- [Meeting transcripts and notes](https://avelin.ai/business/use-cases/meeting-notes): Transcribe recordings and turn them into notes. Priced per task at list prices.
- [Workspace assistant for mail, calendar and tasks](https://avelin.ai/business/use-cases/workspace-assistant): An assistant that works in Gmail, Calendar, Contacts and Tasks, with the permissions each person grants. Priced per task at list prices.
- [Resources](https://avelin.ai/resources): Every page, doc and file in one place.

## Earlier use cases

The 50 industry blueprints as published before the 3 Oct 2026 release. They keep their own text. The 8 priced workloads are under Solutions. Index page: https://avelin.ai/business/use-cases

### Finance

- [PII-Safe Fraud Analysis](https://avelin.ai/business/use-cases/pii-safe-fraud-analysis): Intercept internal transaction logs, scrub Personally Identifiable Information (PII) locally, and route the anonymized payload to OpenAI or Claude for complex fraud detection without violating data privacy laws.
- [M&A Due Diligence](https://avelin.ai/business/use-cases/ma-due-diligence): Parse and synthesize thousands of pages of confidential target-company financial records entirely locally, eliminating the risk of M&A data leakage.
- [Algorithmic Fact-Checking](https://avelin.ai/business/use-cases/algorithmic-fact-checking): Cross-verify AI-generated earnings summaries against historical SEC filings using multi-agent debate to eliminate numerical hallucinations.
- [Trading Strategy Backtesting](https://avelin.ai/business/use-cases/trading-strategy-backtesting): Automate the daily retraining of internal predictive models using end-of-day market states to keep proprietary trading algorithms continuously updated without manual engineering.
- [Secure Core Banking Actions](https://avelin.ai/business/use-cases/secure-core-banking-actions): Connect Large Action Models (LAMs) to legacy mainframe databases using the Model Context Protocol (MCP) to execute secure, autonomous banking operations.
- [Sovereign Wealth Management](https://avelin.ai/business/use-cases/sovereign-wealth-management): Deploy a fully offline, Kubernetes-native AI stack to analyze national asset data and build investment strategies without exposing financial intelligence to internet-connected infrastructure.
- [Credit Risk Auditing](https://avelin.ai/business/use-cases/credit-risk-auditing): Generate transparent, mathematically verifiable audit logs of AI credit decisions using y-ray deep-trace to guarantee compliance with fair lending laws.
- [Dynamic Claim Adjudication](https://avelin.ai/business/use-cases/dynamic-claim-adjudication): Deploy Large Action Models (LAMs) to autonomously extract unstructured data from claim PDFs, verify coverage rules, and execute API payouts for straight-through processing.
- [High-Volatility Routing](https://avelin.ai/business/use-cases/high-volatility-routing): Guarantee zero downtime for critical financial AI applications by instantly routing compute away from degraded cloud LLM providers during major market events.
- [Automated Compliance Red-Teaming](https://avelin.ai/business/use-cases/automated-compliance-red-teaming): Deploy an adversarial multi-agent workflow to autonomously draft and stress-test new financial products against SEC and FINRA regulations in real-time.

### Healthcare

- [Drug Discovery IP Protection](https://avelin.ai/business/use-cases/drug-discovery-ip-protection): Run advanced molecular and chemical compound analysis entirely within your secure infrastructure, ensuring zero risk of IP leakage to third-party LLM providers.
- [Clinical Trial Synthesis](https://avelin.ai/business/use-cases/clinical-trial-synthesis): Ingest, vectorize, and semantically search thousands of disjointed clinical trial PDFs to instantly map adverse effect correlations across multi-year studies.
- [HIPAA-Compliant Patient Summaries](https://avelin.ai/business/use-cases/hipaa-patient-summaries): Automate clinical documentation by locally scrubbing Patient Health Information (PHI) before leveraging powerful external LLMs, ensuring strict HIPAA compliance and zero data leakage.
- [Precision Medicine Retraining](https://avelin.ai/business/use-cases/precision-medicine-retraining): Automate the daily ingestion and fine-tuning of global genomic research to keep clinical diagnostic models operating on the absolute latest scientific consensus.
- [Medical Billing LAM](https://avelin.ai/business/use-cases/medical-billing-lam): Automate medical coding and revenue cycle management by deploying Large Action Models (LAMs) to translate clinical notes into accurate ICD-10 codes and push them directly into internal billing systems.
- [Hospital Resource Triage](https://avelin.ai/business/use-cases/hospital-resource-triage): Deploy lightweight, highly optimized inference models directly to hospital servers to guarantee AI-driven patient triage remains fully operational during complete internet or cloud outages.
- [FDA Submission Verification](https://avelin.ai/business/use-cases/fda-submission-verification): Deploy a multi-agent swarm to autonomously cross-check and verify massive FDA submission documents against regulatory rubrics and internal clinical data to eliminate formatting errors and data contradictions.
- [Compound Toxicity Prediction](https://avelin.ai/business/use-cases/compound-toxicity-prediction): Deploy multi-agent cognitive synthesis to cross-verify chemical interaction models, eliminating hallucination and generating highly reliable, AI-peer-reviewed toxicity predictions.
- [Adverse Event Scraping](https://avelin.ai/business/use-cases/adverse-event-scraping): Deploy Large Action Models (LAMs) to autonomously scan global medical literature, extract adverse drug reactions, and format structured pharmacovigilance reports for immediate regulatory submission.
- [Secure Medical RAG](https://avelin.ai/business/use-cases/secure-medical-rag): Deploy a localized Sovereign Corporate Brain that indexes fragmented hospital protocols and enforces strict Role-Based Access Control (RBAC), delivering instant, cited answers to clinical staff at the point of care.

### Oil, Gas & Heavy Manufacturing

- [Offshore Rig Edge AI](https://avelin.ai/business/use-cases/offshore-rig-edge-ai): Deploy localized AI models directly onto physical offshore rigs to run real-time predictive maintenance in high-latency, completely disconnected environments.
- [Seismic Data Analysis](https://avelin.ai/business/use-cases/seismic-data-analysis): Process highly classified geological survey data using powerful local AI inference models within a fully air-gapped environment to protect billion-dollar asset intelligence.
- [Supply Chain LAM](https://avelin.ai/business/use-cases/supply-chain-lam): Deploy Large Action Models (LAMs) to continuously monitor enterprise inventory and autonomously execute secure procurement APIs, creating a self-healing supply chain that prevents production line stoppages.
- [Engineering Blueprint Parsing](https://avelin.ai/business/use-cases/engineering-blueprint-parsing): Ingest, index, and query massive, unstructured Piping and Instrumentation Diagrams (P&IDs) using multimodal RAG to instantly retrieve exact engineering specifications.
- [Refinery Zero-Downtime](https://avelin.ai/business/use-cases/refinery-zero-downtime): Ensure continuous AI-driven safety monitoring of high-risk refinery operations by deploying an automated failover architecture that instantly switches to localized backup models during cloud outages.
- [Safety Incident Root Cause](https://avelin.ai/business/use-cases/safety-incident-root-cause): Deploy multi-agent cognitive synthesis to autonomously cross-examine contradictory sensor telemetry and human witness reports, isolating the factual root cause of industrial accidents.
- [Daily Yield Optimization](https://avelin.ai/business/use-cases/daily-yield-optimization): Automate the daily retraining of refinery production models using the latest 24-hour yield data to continuously adapt to raw material fluctuations and maximize chemical output.
- [Hazardous Material LAM](https://avelin.ai/business/use-cases/hazardous-material-lam): Deploy Large Action Models (LAMs) to continuously monitor pipeline telemetry and autonomously execute emergency shutdown protocols via MCP, preventing catastrophic industrial leaks.
- [Vendor Contract Negotiation](https://avelin.ai/business/use-cases/vendor-contract-negotiation): Generate localized, AI-driven negotiation strategies by analyzing high-value supplier contracts and internal budgets securely without exposing supply chain intelligence to third-party cloud models.
- [Emissions Compliance Logging](https://avelin.ai/business/use-cases/emissions-compliance-logging): Automate the calculation and reporting of facility emissions while generating mathematically verifiable, deep-trace audit logs to satisfy strict environmental regulations.

### Government, Defense & Public Sector

- [Classified Intel Processing](https://avelin.ai/business/use-cases/classified-intel-processing): Process highly classified defense intelligence on a fully offline, Kubernetes-native AI platform, ensuring zero exposure to commercial clouds or internet-connected networks.
- [Multi-Agency Data Fusion](https://avelin.ai/business/use-cases/multi-agency-data-fusion): Deploy an AI agent layer that securely queries heavily siloed law enforcement databases in real-time, enabling unified cross-agency intelligence without centralizing or moving the underlying classified data.
- [Battlefield Edge AI](https://avelin.ai/business/use-cases/battlefield-edge-ai): Deploy hardware-optimized tactical AI models directly to forward-operating bases, delivering real-time strategic intelligence without relying on vulnerable or disconnected cloud networks.
- [Citizen Request Anonymization](https://avelin.ai/business/use-cases/citizen-request-anonymization): Automate Freedom of Information Act (FOIA) redactions by locally scrubbing Personally Identifiable Information (PII) from public records before generating compliant, anonymized summaries.
- [Threat Assessment Synthesis](https://avelin.ai/business/use-cases/threat-assessment-synthesis): Deploy multi-agent AI workflows to autonomously evaluate, debate, and verify the credibility of incoming cyber and physical threat alerts before escalating to human analysts.
- [Procurement Fraud Deep-Search](https://avelin.ai/business/use-cases/procurement-fraud-deep-search): Ingest and analyze decades of unstructured municipal contracts using semantic deep-search to detect bidding anomalies, pricing manipulation, and hidden vendor relationships.
- [Public Policy Simulation](https://avelin.ai/business/use-cases/public-policy-simulation): Continuously ingest regional economic data to retrain predictive AI models, enabling lawmakers to simulate the complex impact of proposed legislation on local employment, tax revenue, and GDP.
- [Cyber Threat Hunting LAM](https://avelin.ai/business/use-cases/cyber-threat-hunting-lam): Deploy Large Action Models (LAMs) to continuously monitor network telemetry and autonomously execute millisecond-precision server isolation protocols via MCP to contain active cyber breaches.
- [Legal Statute Drafting](https://avelin.ai/business/use-cases/legal-statute-drafting): Cross-check proposed legislation against centuries of existing statutes and constitutional law to automatically flag and resolve legal contradictions before a bill reaches the floor.
- [Transparent Public Auditing](https://avelin.ai/business/use-cases/transparent-public-auditing): Generate mathematically verifiable audit logs of AI-driven government decisions to prove neutrality, eliminate bias, and satisfy strict public oversight requirements.

### Cross-Enterprise

- [Enterprise LLM Gateway](https://avelin.ai/business/use-cases/enterprise-llm-gateway): Route all employee AI prompts through a sovereign interface to automatically scrub PII locally, enforce Role-Based Access Control, and completely eliminate shadow IT data leaks.
- [Cost-Optimized Coding](https://avelin.ai/business/use-cases/cost-optimized-coding): Slash enterprise AI compute costs by 40-60% by using Intelligent Compute Routing to dynamically direct simple tasks to local open-source models and complex tasks to premium cloud APIs.
- [Multi-Agent Contract Review](https://avelin.ai/business/use-cases/multi-agent-contract-review): Deploy an adversarial Red Team/Blue Team AI workflow to aggressively stress-test complex enterprise contracts, exposing hidden liabilities and legal loopholes that single LLMs miss.
- [HR Onboarding LAM](https://avelin.ai/business/use-cases/hr-onboarding-lam): Deploy Large Action Models (LAMs) to autonomously read HR onboarding tickets, provision software licenses, and configure payroll systems via secure API execution, eliminating manual IT bottlenecks.
- [Zero-Downtime Customer Support](https://avelin.ai/business/use-cases/zero-downtime-customer-support): Ensure continuous, 24/7 AI customer support by deploying an automated failover architecture that instantly reroutes traffic from degraded cloud APIs to localized backup models.
- [Legacy Code Modernization](https://avelin.ai/business/use-cases/legacy-code-modernization): Deploy localized, air-gapped AI coding models to autonomously translate proprietary legacy codebases (e.g., COBOL) into modern stacks without exposing source code to public clouds.
- [Daily Competitor Intel](https://avelin.ai/business/use-cases/daily-competitor-intel): Automate the daily ingestion of scraped competitor data to retrain internal sales enablement models, ensuring account executives always negotiate using real-time market intelligence.
- [Secure Vendor Offboarding](https://avelin.ai/business/use-cases/secure-vendor-offboarding): Deploy Large Action Models (LAMs) to autonomously sweep enterprise directories and revoke external vendor credentials across all platforms instantly upon contract termination.
- [Corporate IP Search](https://avelin.ai/business/use-cases/corporate-ip-search): Deploy a Sovereign Corporate Brain that indexes fragmented internal knowledge (wikis, Jira, Slack) to instantly provide employees with exact, cited answers instead of standard intranet keyword links.
- [Hardware-Agnostic Experimentation](https://avelin.ai/business/use-cases/hardware-agnostic-experimentation): Decouple enterprise applications from underlying AI models using a universal abstraction layer, allowing engineering teams to instantly swap LLM providers without rewriting a single line of code.

## Docs

- [Documentation](https://avelin.ai/docs): Product and API documentation.
- [API](https://avelin.ai/docs/api): Endpoints, SDKs and web data.
- [Systems](https://avelin.ai/docs/systems): The parts of AVELIN and how a request flows.
- [Benefits and advantages](https://avelin.ai/docs/benefits): How AVELIN creates measurable business value.
- [Operations](https://avelin.ai/docs/operations): Running AVELIN reliably and securely.
- [MCP](https://avelin.ai/docs/mcp): Actions in Gmail, Calendar, Contacts and Tasks.
- [Integration guides: coding](https://avelin.ai/docs/guides/coding): Editors and coding agents.
- [Integration guides: chat](https://avelin.ai/docs/guides/chat): Chat clients.
- [Integration guides: automation](https://avelin.ai/docs/guides/automation): Agent and automation tools.
- [Glossary](https://avelin.ai/docs/glossary): Business and operating terms.

## All docs pages

Every page of the docs, by address. The text of the docs overview, API, models, systems, benefits, operations, MCP, glossary and pricing pages is in [llms-full.txt](https://avelin.ai/llms-full.txt), under Documentation. A docs article is also served as Markdown: add .md to its path, for example https://avelin.ai/docs/api/quickstart.md.

- [AVELIN Documentation](https://avelin.ai/docs)
- [AVELIN API Reference](https://avelin.ai/docs/api)
- [API Quickstart](https://avelin.ai/docs/api/quickstart)
- [AVELIN API Reference](https://avelin.ai/docs/api/reference)
- [SDKs & Tools](https://avelin.ai/docs/api/sdks)
- [Web Intelligence API (Firecrawl-compatible)](https://avelin.ai/docs/api/web-scraping)
- [AVELIN Functional Architecture](https://avelin.ai/docs/architecture)
- [Benefits and Advantages](https://avelin.ai/docs/benefits)
- [Evaluation](https://avelin.ai/docs/benefits/benchmark-results)
- [Competitive Advantages](https://avelin.ai/docs/benefits/competitive-advantages)
- [Operational Benefits](https://avelin.ai/docs/benefits/operational-benefits)
- [Platform Strategic Benefits](https://avelin.ai/docs/benefits/platform-strategic-benefits)
- [Why teams choose AVELIN](https://avelin.ai/docs/benefits/why-avelin)
- [Business Glossary](https://avelin.ai/docs/glossary)
- [Integrations](https://avelin.ai/docs/guides)
- [Automation Tools](https://avelin.ai/docs/guides/automation)
- [Agent Zero Integration](https://avelin.ai/docs/guides/automation/agent-zero)
- [AiAssistWorks Integration](https://avelin.ai/docs/guides/automation/aiassistworks)
- [Ottex Integration](https://avelin.ai/docs/guides/automation/ottex)
- [Paperclip Integration](https://avelin.ai/docs/guides/automation/paperclip)
- [PostQode Integration](https://avelin.ai/docs/guides/automation/postqode)
- [Quests Integration](https://avelin.ai/docs/guides/automation/quests)
- [Replit Agent Integration](https://avelin.ai/docs/guides/automation/replit-agent)
- [Space Agent Integration](https://avelin.ai/docs/guides/automation/space-agent)
- [Stirrup Integration](https://avelin.ai/docs/guides/automation/stirrup)
- [Browser Use Integration](https://avelin.ai/docs/guides/browser-use)
- [Chat Clients](https://avelin.ai/docs/guides/chat)
- [BoltAI Integration](https://avelin.ai/docs/guides/chat/boltai)
- [Chatbox Integration](https://avelin.ai/docs/guides/chat/chatbox)
- [ChatLima Integration](https://avelin.ai/docs/guides/chat/chatlima)
- [Chorus Integration](https://avelin.ai/docs/guides/chat/chorus)
- [Claude Desktop Integration](https://avelin.ai/docs/guides/chat/claude-desktop)
- [LibreChat Integration](https://avelin.ai/docs/guides/chat/librechat)
- [LobeChat Integration](https://avelin.ai/docs/guides/chat/lobechat)
- [Open WebUI Integration](https://avelin.ai/docs/guides/chat/open-webui)
- [SillyTavern Integration](https://avelin.ai/docs/guides/chat/sillytavern)
- [Skales Integration](https://avelin.ai/docs/guides/chat/skales)
- [Warden Integration](https://avelin.ai/docs/guides/chat/warden)
- [Coding Tools](https://avelin.ai/docs/guides/coding)
- [Agent Swarm Integration](https://avelin.ai/docs/guides/coding/agent-swarm)
- [Aider Integration](https://avelin.ai/docs/guides/coding/aider)
- [Augment Code Integration](https://avelin.ai/docs/guides/coding/augment-code)
- [Autohand Code CLI Integration](https://avelin.ai/docs/guides/coding/autohand)
- [Claude Code Integration](https://avelin.ai/docs/guides/coding/claude-code)
- [Cline Integration](https://avelin.ai/docs/guides/coding/cline)
- [Codex Integration](https://avelin.ai/docs/guides/coding/codex)
- [Configure Continue for AVELIN](https://avelin.ai/docs/guides/coding/continue)
- [Cursor Integration](https://avelin.ai/docs/guides/coding/cursor)
- [Dexto Integration](https://avelin.ai/docs/guides/coding/dexto)
- [Gemini CLI Integration](https://avelin.ai/docs/guides/coding/gemini-cli)
- [GitBug Integration](https://avelin.ai/docs/guides/coding/gitbug)
- [GitHub Copilot Integration](https://avelin.ai/docs/guides/coding/github-copilot)
- [Goose Integration](https://avelin.ai/docs/guides/coding/goose)
- [Kilo CLI Integration](https://avelin.ai/docs/guides/coding/kilo-cli)
- [nanocode Integration](https://avelin.ai/docs/guides/coding/nanocode)
- [Octomind Integration](https://avelin.ai/docs/guides/coding/octomind)
- [OpenClaw Integration](https://avelin.ai/docs/guides/coding/openclaw)
- [OpenCode Integration](https://avelin.ai/docs/guides/coding/opencode)
- [Roo Code Integration](https://avelin.ai/docs/guides/coding/roo-code)
- [Shakespeare Integration](https://avelin.ai/docs/guides/coding/shakespeare)
- [SoulForge Integration](https://avelin.ai/docs/guides/coding/soulforge)
- [Tabnine Integration](https://avelin.ai/docs/guides/coding/tabnine)
- [Windsurf Integration](https://avelin.ai/docs/guides/coding/windsurf)
- [Creative Tools](https://avelin.ai/docs/guides/creative)
- [Aventura Integration](https://avelin.ai/docs/guides/creative/aventura)
- [Novelcrafter Integration](https://avelin.ai/docs/guides/creative/novelcrafter)
- [Project AIRI Integration](https://avelin.ai/docs/guides/creative/project-airi)
- [Frameworks & SDKs](https://avelin.ai/docs/guides/frameworks)
- [Mastra Integration](https://avelin.ai/docs/guides/frameworks/mastra)
- [OpenRouter MCP Integration](https://avelin.ai/docs/guides/frameworks/openrouter-mcp)
- [openrouter-rs Integration](https://avelin.ai/docs/guides/frameworks/openrouter-rs)
- [Hermes Agent Integration](https://avelin.ai/docs/guides/hermes)
- [NanoClaw Integration](https://avelin.ai/docs/guides/nanoclaw)
- [Observability Tools](https://avelin.ai/docs/guides/observability)
- [analystOS Integration](https://avelin.ai/docs/guides/observability/analyst-os)
- [Cloudflare AI Gateway Integration](https://avelin.ai/docs/guides/observability/cloudflare-ai-gateway)
- [Helicone Integration](https://avelin.ai/docs/guides/observability/helicone)
- [Maxim AI Integration](https://avelin.ai/docs/guides/observability/maxim-ai)
- [PostHog Integration](https://avelin.ai/docs/guides/observability/posthog)
- [VT Code Integration](https://avelin.ai/docs/guides/vt-code)
- [AVELIN-MCP Services Documentation](https://avelin.ai/docs/mcp)
- [AVELIN-MCP Action Reference](https://avelin.ai/docs/mcp/action-reference)
- [AVELIN-MCP Cross-Service Scenarios](https://avelin.ai/docs/mcp/cross-service-scenarios)
- [Gmail MCP Service](https://avelin.ai/docs/mcp/gmail)
- [Google Calendar MCP Service](https://avelin.ai/docs/mcp/google-calendar)
- [Google Contacts MCP Service](https://avelin.ai/docs/mcp/google-contacts)
- [Google Tasks MCP Service](https://avelin.ai/docs/mcp/google-tasks)
- [AVELIN Model Catalog](https://avelin.ai/docs/models)
- [avelin-agentic-fast](https://avelin.ai/docs/models/avelin-agentic-fast)
- [avelin-agentic-pro](https://avelin.ai/docs/models/avelin-agentic-pro)
- [avelin-agentic-ultra](https://avelin.ai/docs/models/avelin-agentic-ultra)
- [avelin-coding-fast](https://avelin.ai/docs/models/avelin-coding-fast)
- [avelin-coding-pro](https://avelin.ai/docs/models/avelin-coding-pro)
- [avelin-coding-ultra](https://avelin.ai/docs/models/avelin-coding-ultra)
- [avelin-fast](https://avelin.ai/docs/models/avelin-fast)
- [avelin-pro](https://avelin.ai/docs/models/avelin-pro)
- [avelin-ultra](https://avelin.ai/docs/models/avelin-ultra)
- [AVELIN Model Families](https://avelin.ai/docs/models/families)
- [Utility Models](https://avelin.ai/docs/models/utility-models)
- [Operations and Governance](https://avelin.ai/docs/operations)
- [Deployment and Administration](https://avelin.ai/docs/operations/deployment-and-administration)
- [Security, Reliability, and Governance](https://avelin.ai/docs/operations/security-reliability-governance)
- [Troubleshooting and KPIs](https://avelin.ai/docs/operations/troubleshooting-and-kpis)
- [Platform Overview](https://avelin.ai/docs/platform-overview)
- [Pricing](https://avelin.ai/docs/pricing)
- [Systems and Product Catalog](https://avelin.ai/docs/systems)
- [AVELIN-API](https://avelin.ai/docs/systems/avelin-api)
- [AVELIN-GPT](https://avelin.ai/docs/systems/avelin-conversational-interface)
- [AVELIN Security and Trust](https://avelin.ai/docs/systems/avelin-security-trust)
- [Sovereign Data and Search Foundation](https://avelin.ai/docs/systems/data-and-search-foundation)
- [Y-RAY](https://avelin.ai/docs/systems/document-intelligence-rag)
- [How AVELIN Works](https://avelin.ai/docs/systems/how-it-works)
- [AVELIN-MCP](https://avelin.ai/docs/systems/mcp-integration-platform)
- [Operations and Observability](https://avelin.ai/docs/systems/operations-and-observability)
- [Secure Access and Perimeter Layer](https://avelin.ai/docs/systems/security-and-edge-layer)
- [Voice and External Intelligence Layer](https://avelin.ai/docs/systems/voice-and-web-intelligence)
- [Templates](https://avelin.ai/docs/templates)
- [System Page Template (Business-User First)](https://avelin.ai/docs/templates/system-page-template)
- [Business Use Cases](https://avelin.ai/docs/use-cases)
- [Use Case: Executive Operations Briefing](https://avelin.ai/docs/use-cases/executive-operations-briefing)
- [Use Case: Personal Productivity Automation](https://avelin.ai/docs/use-cases/personal-productivity-automation)
- [Use Case: Sales Account Intelligence](https://avelin.ai/docs/use-cases/sales-account-intelligence)
- [Use Case: Service and Support Resolution](https://avelin.ai/docs/use-cases/service-support-resolution)

## Trust and company

- [Method](https://avelin.ai/method): How cost per task is counted, and how to check the Arena figures.
- [Trust](https://avelin.ai/trust): What happens to your data, which controls exist and which terms apply.
- [Data policy](https://avelin.ai/legal/data-policy): What happens to prompts and completions.
- [Company](https://avelin.ai/company): Who builds AVELIN and what its R&D covers.

## News and research

- [Web Summit 2026: AVELIN AI Among the Conference's Startups](https://avelin.ai/news/avelin-ai-takes-part-in-web-summit-2026-in-lisbon) (2026-09-28)
- [Sovereign AI at the Region's Top Fintech Event: AVELIN AI at Money20/20 Middle East 2026](https://avelin.ai/news/avelin-ai-at-money2020-middle-east-2026) (2026-09-14)
- [Venture Firm AltaIR Capital Accepts AVELIN AI into the AltaLab Program](https://avelin.ai/news/venture-firm-altair-capital-accepts-avelin-ai-into-the-altalab-program) (2026-09-11)
- [AVELIN AI Joins the Launchpad Program at Oraseya Capital](https://avelin.ai/news/avelin-ai-joins-the-launchpad-program-at-oraseya-capital) (2026-08-13)
- [Inc. Arabia Names AVELIN AI an AI Leader of Tomorrow at Its Dubai 2026 Awards](https://avelin.ai/news/avelin-ai-receives-the-award-in-the-ai-category-at-inc-arabias-leaders-of-tomorrow-awards-dubai-2026) (2026-07-30)
- [What is Sovereign AI?](https://avelin.ai/research/what-is-sovereign-ai) (2026-07-06)
- [The Agentic Multiplier: Why AI Costs are Rising as Prices Fall](https://avelin.ai/research/the-agentic-multiplier-why-ai-costs-are-rising-as-prices-fall) (2026-06-05)
- [The AI Commodity Era: Scaling Operations in a $1.3 Trillion Market](https://avelin.ai/research/the-ai-commodity-era-scaling-operations-in-a-13-trillion-market) (2026-06-03)
- [AVELIN AI Advances to DigitalOcean Partner Pod ISV Track to Scale Sovereign AI Globally](https://avelin.ai/news/avelin-ai-advances-to-digitalocean-partner-pod-isv-track-to-scale-sovereign-ai-globally) (2026-05-07)
- [AVELIN AI Receives Infrastructure Support from Lyceum Technology to Advance Sovereign AI](https://avelin.ai/news/avelin-ai-receives-infrastructure-support-from-lyceum-technology-to-advance-sovereign-ai) (2026-04-23)
- [AVELIN AI Secures AWS Infrastructure Backing via Incremental Workloads Program to Scale Sovereign AI](https://avelin.ai/news/avelin-ai-secures-aws-infrastructure-backing-via-incremental-workloads-program-to-scale-sovereign-ai) (2026-04-21)
- [AVELIN AI Joins Red Hat Partner Program to Scale Sovereign AI Deployments in Regulated Markets](https://avelin.ai/news/avelin-ai-joins-red-hat-partner-program-to-scale-sovereign-ai-deployments-in-regulated-markets) (2026-04-07)
- [AVELIN App-1.3.0 Release: A Massive Leap in Distributed AI Performance](https://avelin.ai/news/avelin-gpt-130-release-a-massive-leap-in-distributed-ai-performance) (2026-03-13)
- [AVELIN AI Joins DigitalOcean Hatch to Scale Sovereign AI for Regulated Enterprises](https://avelin.ai/news/avelin-ai-joins-digitalocean-hatch-to-scale-sovereign-ai-for-regulated-enterprises) (2026-03-11)
- [AVELIN AI Joins OVHcloud Startup Program](https://avelin.ai/news/avelin-ai-joins-ovhcloud-startup-program) (2026-03-05)
- [Engineering for Uncertainty: The Failsafe AI Architecture](https://avelin.ai/news/engineering-for-uncertainty-the-failsafe-ai-architecture) (2026-03-04)
- [AVELIN App Is Now Available Upon Request!](https://avelin.ai/news/avelin-gpt-is-now-available-upon-request) (2026-02-24)
- [The Architecture of Independence: An overview of AVELIN App](https://avelin.ai/news/the-architecture-of-independence-a-deep-dive-into-avelin-gpt) (2026-02-18)
- [AI Security Standards 2026: From On-Premise Infrastructure to SOC 2 Certification](https://avelin.ai/research/ai-security-standards-2026-from-on-premise-infrastructure-to-soc-2-certification) (2026-02-18)
- [The Trading Floor of Tomorrow: A.V.E.L.I.N. Reports from iFX EXPO Dubai 2026](https://avelin.ai/news/the-trading-floor-of-tomorrow-avelin-reports-from-ifx-expo-dubai-2026) (2026-02-13)
- [Observations from WHX Labs Dubai 2026: Why Global Healthcare Infrastructure is Still Waiting for the AI Age.](https://avelin.ai/news/observations-from-whx-labs-dubai-2026) (2026-02-12)
- [AVELIN Joins NVIDIA Inception to Power the Agent Economy](https://avelin.ai/news/avelin-joins-nvidia-inception-to-power-the-agent-economy) (2026-02-03)
- [Gateway to Growth: AVELIN Joins the Ignyte Ecosystem to Power the Next Generation of Sovereign Tech](https://avelin.ai/news/gateway-to-growth-avelin-joins-the-ignyte-ecosystem-to-power-the-next-generation-of-sovereign-tech) (2026-02-02)
- [The End of Hallucination: AVELIN Launches "Y-Ray Data" to Power the Sovereign Corporate Brain](https://avelin.ai/news/the-end-of-hallucination-avelin-launches-y-ray-data-to-power-the-sovereign-corporate-brain) (2026-01-30)
- [Sovereignty Meets Scale: AVELIN Deploys Strategic Infrastructure on Microsoft Azure](https://avelin.ai/news/sovereignty-meets-scale-avelin-deploys-strategic-infrastructure-on-microsoft-azure) (2026-01-30)
- [Sovereign AI as the New Global Currency: Economic Forecast 2026–2030](https://avelin.ai/research/sovereign-ai-as-the-new-global-currency-economic-forecast-20262030) (2026-01-28)
- [ABU DHABI | Machines Can Think Summit 2026](https://avelin.ai/news/yury-akinin-ceo-of-avelin-ai-at-the-machines-can-think-summit-in-abu-dhabi) (2026-01-27)
- [A.V.E.L.I.N. 2.0: The Next Evolution of Distributed AI](https://avelin.ai/news/avelin-2-launch) (2026-01-24)
- [AVELIN Joins Yellow Rocks Open Space Summit in Dubai](https://avelin.ai/news/yellow-rocks-summit) (2026-01-23)
- [AVELIN AI x ElevenLabs: We Are Giving Our Infrastructure a Voice](https://avelin.ai/news/elevenlabs-partnership) (2026-01-21)
- [A.V.E.L.I.N. Achieves SOC 2 Type II Certification](https://avelin.ai/news/soc2-certification) (2026-01-20)
- [Introducing the A.V.E.L.I.N. Avatar Marketplace](https://avelin.ai/news/avatar-marketplace) (2026-01-15)
- [Dubai Chamber of Digital Economy Supports AVELIN AI Through the Business in Dubai Program](https://avelin.ai/news/dubai-partnership) (2026-01-10)
- [The "Meta-Mind" Architecture: Solving the Enterprise Dilemma Through Hybrid Orchestration](https://avelin.ai/research/the-meta-mind-architecture-solving-the-enterprise-dilemma-through-hybrid-orchestration) (2026-01-08)
- [The Future of AI: Our 2026 Product Roadmap](https://avelin.ai/news/2026-roadmap) (2026-01-05)

## Optional

- [Full text of this site](https://avelin.ai/llms-full.txt): Page copy, FAQs, glossary and prices in one file.
- [Markdown copies](https://avelin.ai/what-is-avelin.md): Add .md to the path of a main page, such as /decision-layer.md, to get its text without markup.
- [Sitemap](https://avelin.ai/sitemap.xml): Every indexable URL.
- [Brand assets](https://avelin.ai/resources/brand): Logos, icons, favicons and colors.
- [Website privacy policy](https://avelin.ai/legal/privacy): Privacy policy for this website.
- [Website terms](https://avelin.ai/legal/terms): Terms of use for this website.
- [API privacy policy](https://avelin.ai/legal/api-privacy): Privacy policy for the AVELIN API.
- [API terms](https://avelin.ai/legal/api-terms): Terms of service for the AVELIN API.
- [App privacy](https://avelin.ai/legal/app-privacy): Privacy policy for the AVELIN App.
- [App terms](https://avelin.ai/legal/app-terms): Terms of service for the AVELIN App.
- [MCP privacy](https://avelin.ai/legal/mcp-privacy): Privacy policy for MCP integrations.
- [MCP terms](https://avelin.ai/legal/mcp-terms): Terms of service for MCP integrations.