SourcifAI is an AI-powered company discovery platform built for deal sourcing, sales, business development, and consulting. It combines structured business data with digital footprint signals (websites, news, hiring, tech stack) and applies LLM-powered analytics, semantic search, and RAG (retrieval-augmented generation) to produce tailored, explainable, source-backed shortlists in seconds.

RAG (retrieval-augmented generation) combines search with generation: the system retrieves relevant evidence first, then generates a grounded explanation. In SourcifAI, this means each match includes an explainable rationale backed by sources—so teams can trust, review, and defend why a company appears.

Traditional databases rely heavily on industry tags, codes, and filters that often fail to capture what a company actually does. SourcifAI uses embeddings for enterprise data, a vector database, and hybrid retrieval to interpret real-world signals and intent—delivering higher relevance and explainable results instead of long, low-signal lists.

SourcifAI is designed for investors and deal teams, sales teams, business development teams, and consultants—anyone who needs faster company discovery, higher relevance, and evidence-backed shortlists for high-stakes decisions.

You can run Similar Company search ("like X"), Description-based discovery (natural-language prompts), and semantic Keyword search to generate shortlists quickly—complete with explainable, source-backed rationales. The beta currently focuses on Italian tech companies, with an expansion roadmap available on request.