Itential FlowAI note: Jev is either an MCP tool for an agent, or the agent itself, returning typed judgments in one pass.

Agent write-up, text only. John_Capobianco describes Jev inside Itential FlowAI agents. You pass unstructured state (text, JSON, or a ticket; pyATS Genie output is called a fit) plus typed questions. Jev returns structured values and calibrated probabilities in one parallel pass and does not write text. Two patterns: an agent that calls Jev over a custom MCP as a tool, or an agent whose model is Jev and whose only job is decisions. Cited price is $0.042 per million input tokens and $0 output, at 70 ms to 500 ms (median about 126 ms to 256 ms). The post links https://www.itential.com/resource/blog/jev-decision-models-flowagents-network-changes/.