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    Case Study

    How Better Software Automated Oil & Gas Data Pipelines

    A robust, scalable data infrastructure foundation for an AI-powered smart assistant, engineered to automate data extraction, streamline analysis, and deliver real-time insights from day one.

    Type

    AI-Powered Smart Assistant Platform

    Platform

    Web

    Industry

    Oil & Gas, Energy Technology

    Visit Site

    Key Results

    Impact from day one.

    Drastically reduced

    response times through optimized Airflow pipeline architecture

    Zero manual

    bottlenecks after fully automated document extraction workflows

    Faster insights

    via intelligent question suggestions and typeahead assistance

    Higher backend

    performance through service-based architecture redesign

    The Challenge

    Speed vs. stability.

    Oil & Gas organizations generate massive volumes of unstructured data, PDFs, logs, financial statements, field reports, and much of it remains buried, unused, or slow to retrieve. This creates operational drag and delays critical analysis. Common industry challenges include:

    Decision delays when insights must be manually extracted

    Knowledge silos that limit collaboration and visibility

    Time-consuming processes for basic document and data analysis

    The client wanted to eliminate these barriers by building strong automation foundations that would power a smart assistant capable of answering complex questions instantly.

    Our Approach

    The Solution

    Better Software partnered with the client through a Team Augmentation model, embedding product engineers to design and build scalable data pipelines, intelligent extraction workflows, and a high-performance backend architecture capable of supporting real-time conversational analytics.

    01

    Airflow pipeline development

    to extract text from unstructured documents and seamlessly upload results into Elasticsearch

    02

    Automated document processing

    for uploaded and emailed files, removing manual steps from data ingestion

    03

    Enhanced query capabilities

    through optimized Elasticsearch mappings enabling financial comparisons and trend analysis

    04

    Intelligent user experience

    features including question suggestions and typeahead prompts to accelerate discovery

    "Better Software helped us turn unstructured data into a competitive advantage. Our teams now get answers in seconds, not days."

    Founder

    Nesh

    Takeaways

    Lessons for other founders

    01

    Automation is essential for scale, manual processes create decision-making bottlenecks.

    02

    Intelligent question suggestions dramatically improve user engagement and insight discovery.

    03

    Foundational backend architecture directly impacts user experience and long-term performance.

    Work With Us

    Need a team that builds like this?

    We help founders go from idea to production-ready product, with the same engineering rigor we write about. 30 minutes with our founder will give you a clear next step.

    Start Building the Right Product
    Better Software

    Better Software is a product engineering company, part of Better. We help founders ship MVPs, scale products, and build engineering teams.

    GoodFirms
    5.0
    Clutch
    4.9

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