DEV Community: ToRun AI The latest articles on DEV Community by ToRun AI (@torun_ai). https://dev.to/torun_ai https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3877517%2F0c848a37-eef2-4134-8849-a25cc0d18c68.png DEV Community: ToRun AI https://dev.to/torun_ai en Building an AI Orchestration Platform: How We Unified 10+ AI Providers ToRun AI Wed, 15 Apr 2026 12:03:08 +0000 https://dev.to/torun_ai/building-an-ai-orchestration-platform-how-we-unified-10-ai-providers-j5a https://dev.to/torun_ai/building-an-ai-orchestration-platform-how-we-unified-10-ai-providers-j5a <p>At <a href="https://torun.ai" rel="noopener noreferrer">ToRun AI</a>, we're building an AI Orchestration Platform that lets teams access 100+ AI models from 10+ providers through a single interface.</p> <h2> The Problem </h2> <p>Every major AI provider has its own API, auth, pricing, and rate limits. For teams using multiple providers, this means multiple integrations, separate billing, and no unified routing.</p> <h2> Our Solution: A 9-Step Execution Pipeline </h2> <p>Every AI request in ToRun goes through:</p> <ol> <li> <strong>Request Validation</strong> - Input sanitization</li> <li> <strong>Tenant Isolation</strong> - Multi-tenant security</li> <li> <strong>Subscription Verification</strong> - Plan checks</li> <li> <strong>Budget Checking</strong> - Dual-source billing</li> <li> <strong>Rule Engine</strong> - Pre-prompt rules, PII detection</li> <li> <strong>Model Routing</strong> - Dynamic access control</li> <li> <strong>Provider Execution</strong> - Adapter pattern</li> <li> <strong>Response Streaming</strong> - Real-time via SignalR</li> <li> <strong>Cost Calculation</strong> - Token-level tracking</li> </ol> <h2> Tech Stack </h2> <ul> <li>.NET 10.0 on ABP.IO Framework</li> <li>MongoDB + Redis</li> <li>Angular frontend</li> <li>Domain-Driven Design (23 entities, 6 bounded contexts)</li> </ul> <h2> Why It Matters </h2> <p><strong>No vendor lock-in.</strong> Switch providers seamlessly.<br> <strong>Dynamic access.</strong> Model access calculated in real-time, not hardcoded.<br> <strong>Smart budgets.</strong> Subscription allowance + wallet system.</p> <p>We're building in public. Follow us for more technical deep-dives!</p> <p><a href="https://torun.ai" rel="noopener noreferrer">torun.ai</a></p> ai programming