ClientSynth is a generative AI utility that solves the bootstrapping challenge inherent in developing Cosolvent-based thin market platforms. The core problem: demonstrating Cosolvent’s LLM+RAG capabilities requires substantial user-generated content (profiles, documents, certifications), but attracting real users requires a working demonstration of value.

ClientSynth bridges this gap by transforming small seed collections of authentic market documents into large populations of synthetic market participants. Starting with 10-20 examples of each user type (buyers, sellers, service providers) and their typical documentation, ClientSynth generates hundreds of realistic clone profiles with varied but contextually appropriate information, altered names, and modified details while preserving industry authenticity.

These synthetic participants populate Cosolvent instances to create fully functional demo marketplaces. For GrainPlaza, this means generating synthetic grain producers with test reports, overseas buyers with import documentation, and logistics providers with service portfolios—all realistic enough to demonstrate Cosolvent’s matching and information retrieval capabilities.

ClientSynth essentially manufactures the critical mass needed to prove thin market automation concepts.