Huhb is an intelligent, cost-optimized AI orchestration platform that helps developers and enterprises get the most out of multiple AI providers. Instead of locking into a single LLM, Huhb dynamically routes tasks across providers like OpenAI, Anthropic (Claude), Mistral, and more—optimizing for cost, performance, and user-defined preferences in real time.

Core Offerings

Multi-Provider AI Routing – Automatic model selection based on price, speed, and quality using advanced planning + Multi-Armed Bandit (MAB) optimization.

Structured Task Workflows – Execute atomic or chained tasks (summarization, extraction, classification, code-review, etc.) across sync, async, and bulk modes.

Prompt Intelligence & Planning Engine – Smart prompt design, cost/quality prediction, and provider suitability scoring before execution.

Pre- & Post-Processing Framework – Modular processors for input cleanup, metadata injection, and output transformation into formats like JSON, Markdown, or XLSX.

Plugin Ecosystem (11 Core Plugins at Alpha) – Includes analysis, summarization, extraction, code-review, generation, transformation, validation, classification, translation, code-generation, and documentation.

Model Context Protocol (MCP) Support – Connect workflows to external data sources (databases, file systems, REST APIs) for real-time, data-aware AI tasks.

Developer Tools – Full GraphQL API, SDK, and CLI support with usage metering, analytics dashboards, and enterprise-grade billing & access control.

Target Users

Developers who need consistent APIs and tools across multiple AI models.

Enterprises requiring cost transparency, governance, and scalable AI workflows.

Teams building automation pipelines with live data and multi-model intelligence.

Huhb.ai

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Huhb.ai

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