智通财经网·2025-12-11 09:31Core Viewpoint - Citi analysts believe that "Agentic workflows" will be the main growth and valuation driver for software companies focused on AI-driven usage-based billing data and cloud core resource consumption until at least the end of 2026 [1] Group 1: AI Workflows and Market Trends - The transition from "AI experimentation" to "initial deployment of AI agents" is expected to drive enterprise software and cloud computing spending to grow by 20-35% on top of a 50% increase in 2025 [2] - Major cloud vendors and AI-driven software companies like Oracle, Snowflake, MongoDB, and Elastic are anticipated to be the biggest beneficiaries of this trend [1][2] - The demand for AI applications, particularly those enhancing B2B operational efficiency, is surging across various industries, as evidenced by strong performance from companies like Google, AppLovin, and Palantir [3] Group 2: AI Application Development - The development of AI applications is increasingly focused on "generative AI applications" and AI agents capable of executing complex tasks autonomously [4] - The launch of Google's Gemini3 has sparked a new wave of AI applications, significantly increasing demand for AI processing power [5][8] - MongoDB is positioned as a key beneficiary in the AI ecosystem, leveraging its integration with Google Cloud and Vertex AI to capitalize on the growing demand for cloud-based AI solutions [9][11] Group 3: Financial Performance and Projections - MongoDB's recent earnings report exceeded Wall Street expectations, highlighting the strong growth trajectory of its core business and its integration with Google Cloud [9][12] - The overall AI investment narrative is shifting from a focus on computational power to one centered on "agentic workflows and data usage" as a source of revenue [10] - The AI ecosystem, particularly companies like MongoDB, is experiencing robust growth driven by increased demand for cloud AI processing capabilities [12][13]