Doris

Doris is an AI-powered semantic layer for go-to-market sales teams that connects CRM, sales calls, emails, and documents into a unified ontology. It continuously monitors sales pipelines, detects risks and anomalies, and automates follow-up actions and reporting via agent-driven workflows. Doris integrates with popular platforms like Salesforce, HubSpot, Outlook, Gong, and calendar solutions, providing a true source of pipeline truth and equipping both human users and AI agents (via Model Context Protocol) with comprehensive, up-to-date deal intelligence.