Laxmi Agents

概要

Laxmi Agents is an open-source framework leveraging agentic AI for sophisticated business data analysis, specifically tailored for SaaS revenue intelligence. Built upon the OpenAI Agents SDK, it orchestrates a pipeline of six specialized AI agents to extract, resolve, compute, detect, and explain critical business data. The framework supports a 'Bring Your Own Model' approach, allowing integration with various LLMs like Claude, GPT, or Llama, and offers a CLI for quick analysis or an MCP server for integration with AI development environments, enabling comprehensive insights into SaaS metrics and anomaly detection.

主な機能

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• Out-of-the-box computation of essential SaaS metrics like MRR, churn, NRR, and ARPU.
• Bring Your Own Model (BYOM) compatibility with LiteLLM-supported LLMs.
• Six specialized AI agents working in a coordinated pipeline for data analysis.
• CLI and MCP server for flexible interaction and integration with AI development tools.
• Automated entity resolution across various data sources including CSV, Stripe, and Postgres.

ユースケース

• Analyzing SaaS revenue data to understand trends and identify growth or churn patterns.
• Detecting anomalies and explaining root causes in key business metrics and operations.
• Automating the computation and reporting of critical SaaS performance indicators from diverse data sources.