Halliburton's Seismic Engine, a cloud-native application for seismic data processing, previously required manual configuration of approximately 100 specialized tools. The new AI-powered assistant, developed with the AWS Generative AI Innovation Center, enables geoscientists and data scientists to configure processing tools through natural language interaction instead.
The solution uses Amazon Bedrock, Amazon Nova Lite, Claude (an LLM that understands and generates text) on Amazon Bedrock, Amazon DynamoDB, and Amazon OpenSearch Serverless. A FastAPI application routes user queries to either workflow generation (selecting from 82 available Seismic Engine tools to create YAML workflows) or Q&A (retrieving answers from indexed documentation).
Evaluation results show workflow acceleration of up to 95%. Halliburton stated the generative AI–powered workflow assistant reduces traditionally time-consuming workflow-building tasks by an order of magnitude and makes advanced geophysical tools more accessible to a broader range of users.
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