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The Knowledge Core for ESOPs
Village Intelligence is the centralized brain that powers the Village Labs platform. It is a proprietary, domain-specific knowledge core that gives the Kelso AI Agent its deep understanding of the ESOP ecosystem and enables the powerful features within the Peninsula Operating System. This is not a general-purpose AI. It is a highly specialized intelligence layer, meticulously curated for the complexities of ESOPs.What's Inside
Explore the data sources and models that make up the core.
How It's Used
See how Kelso leverages this knowledge to perform work.
Components of Village Intelligence
Fine-Tuned Language Models
Fine-Tuned Language Models
We leverage state-of-the-art LLMs (from providers like Google, Anthropic, and OpenAI) and fine-tune them specifically on ESOP legal documents, valuation theory, and administrative best practices.
The ESOP 'Wikipedia'
The ESOP 'Wikipedia'
A massive, proprietary knowledge base containing detailed information on every aspect of ESOP mechanics, compliance, and strategy, ensuring Kelso’s answers are always accurate and context-aware.
Structured Datasets
Structured Datasets
Includes comprehensive, queryable datasets such as the Form 5500 database, providing a rich source of industry data for analysis, benchmarking, and insights.