levywald.com

What It Is

Fractional cLevel, as presented on levywald.com, is a suite of AI products built around its cLB/Fractional cLevel methodology. The offering includes website Bots, customer RAG knowledge bases, team Skills, MCP Enterprise, and Modelador for business analysis. It is positioned not as a standalone chatbot, but as a deployable package that bundles enterprise content, methodology, and an AI toolchain.

Core Capabilities

Its RAG product supports the creation of a private knowledge base for each customer entity, using content such as Drive files, documents, transcripts, and other files to generate embeddings for semantic search. Isolation is handled through client_id tagging and dedicated endpoints. Bot White Label can be deployed on customer websites to answer inquiries using the customer’s content together with the cLevel methodology. MCP Enterprise packages diagnostics, classification, prioritization, Blueprint recommendations, and private RAG search as MCP tools, which can be called by standard MCP clients such as Claude Desktop, Claude Code, Cursor, and Zed. The page also mentions API key authentication, structured observability, and zero retention for customer prompts.

Pricing and Trial

The page discloses the billing structure but does not provide specific prices. Bot, RAG, and Skills typically include an initial setup fee and a monthly subscription. The monthly fee covers items such as model or embeddings updates, incremental re-indexing, observability, and usage support. MCP Enterprise is billed annually upfront. The main text mentions a “free website Bot,” but does not specify usage quotas, feature limitations, or trial duration.

Pros and Cons

The main advantage is its complete product lineup, covering everything from website Q&A to internal enterprise knowledge retrieval, MCP integration, and team workflows. It also clearly emphasizes private knowledge base isolation, observability, and no prompt retention. The drawbacks are that it does not specify the underlying models, performance benchmarks, hallucination control mechanisms, or exact pricing. There is also no information about a Chinese interface, Chinese-language customer support, or accessibility from mainland China.

Who It’s For and Access from China

It is best suited for SMEs, consulting teams, and knowledge-intensive organizations in Spanish-speaking markets that want to productize consulting methodologies, enterprise materials, or customer knowledge bases. For teams in China, key points to verify include network accessibility, cross-border data compliance, payment methods, and support for Chinese-language content. Its accessibility from China is currently unknown. Alternatives to compare include Dify, Coze, Flowise, LangChain/LangGraph, Botpress, and Chatbase.