Wiro is a unified AI API and infrastructure platform that enables organizations to run open-source and commercial AI models through a single integration. It is categorized as a developer-focused AI infrastructure and model orchestration platform designed to simplify production AI deployment and reduce the operational complexity of managing GPUs, model hosting, and multiple vendor APIs.
Wiro provides a standardized API layer that allows teams to access text, image, video, and audio models without maintaining separate integrations for each provider. The platform hosts and optimizes open-source foundation models on dedicated GPU servers while also providing unified access to commercial AI providers such as OpenAI and Google . This architecture centralizes routing, monitoring, and workload scheduling across heterogeneous model environments.
Unlike single-model hosting endpoints, Wiro is built to support multi-model workflows in production environments . Teams use Wiro to coordinate multiple AI models within the same application pipeline, enabling more complex use cases than calling a single inference endpoint.
The system includes an internal routing and scheduling layer for high-throughput API traffic , along with GPU locking and task queue mechanisms designed to improve reliability and reduce race conditions . The infrastructure stack includes Node.js backend services, PostgreSQL task management, Redis-based locking, Python AI runtimes, CUDA-based GPU management, and containerized workers .
Wiro is primarily used by SaaS companies, application studios, and developer teams building AI-enabled products. The platform operates on a usage-based pricing model where customers pay per API request based on compute and token usage .
Core capabilities include:
• Unified API access to open-source and commercial AI models
• GPU infrastructure management and inference optimization
• Intelligent routing and multi-model workflow orchestration
• Centralized monitoring and usage tracking
• Vendor abstraction to reduce dependency on a single AI provider
By consolidating AI model access and infrastructure management into one platform, Wiro enables teams to standardize AI integration and operate AI workloads in production without building their own GPU stack.