Traditional revenue systems often struggle to keep pace with modern business models that shift between usage-based, outcome-based, and hybrid pricing. Turnstile aims to resolve this fragmentation by centralizing contract, billing, and pricing data into a unified system. While companies previously relied on spreadsheets to bridge disconnected tools, the new protocol provides AI with the necessary context to automate revenue operations without manual oversight.
Turnstile Integrates AI Agents into Quote-to-Cash Workflows via MCP
San Francisco-based Turnstile has upgraded its Quote-to-Cash platform with a read-and-write Model Context Protocol, allowing AI agents to move beyond simple data retrieval. By integrating directly into the system of record, these agents can now execute tasks, manage billing, and navigate complex pricing models alongside human teams.

CEO Jordan Zamir notes that current infrastructure was designed for a static era of fixed pricing, failing to account for the fluid nature of today’s commercial agreements. With the new protocol, AI agents can reason through contract amendments and billing updates, sharing a single source of truth with human staff. For users like Sumeet Vaidya, CEO of Crafting, this shift reduces the time spent on manual reconciliation, replacing hours of spreadsheet work with automated briefings that support complex enterprise negotiations.



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