Data Analysis

Athena Intelligence research report agents

Athena uses LangChain, LangGraph, and LangSmith to generate cited enterprise analytics reports from many sources.

Author: Ankush Gola

What was done

Athena Intelligence's Olympus platform lets users query complex enterprise data and generate research reports from internal and web-based sources. LangChain keeps the system model-agnostic and standardizes document, retriever, and tool abstractions, while LangGraph orchestrates custom agent architectures with hundreds of LLM calls. LangSmith helps developers trace report runs, fix citation failures, monitor retrieval, and watch production metrics such as error rate and latency.

Stack

LangChain
LangGraph
LangSmith

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