96%1 say data pipeline issues delay AI initiatives and directly impact AI accuracy. They cite data pipeline reliability, accuracy, and resiliency as critical success factors for AI projects.

     

    Generative AI and RAG (Retrieval-Augmented Generation) have raised the stakes for data delivery. Your AI models are only as good as the data feeding them. If the pipeline from your mainframe or ERP fails, so does your decision-making ability. With Automation by Broadcom, you gain an intelligent control plane that unifies the entire lifecycle. From traditional ETL/ELT processing to modern vector embedding—connect your systems of record with your systems of intelligence to deliver trusted, compliant data.

    Screenshot 2026-02-23 at 2.13.14 PM-1
    ANALYST REPORT

    Is a Data Problem Impacting Your AI Strategy?

    A new survey of 500+ AI and data leaders reveals the roadblocks to AI success—and how to overcome them.

    DOWNLOAD REPORT

    Common Data Pipeline Challenges

    The Systems of Record to Systems of Intelligence Gap

    Your most valuable data often lives in "systems of record"—Mainframes, SAP, and Oracle. However, moving this data into modern platforms (Snowflake, Databricks, Vector DBs) for AI and Analytics is often manual and brittle, creating a disconnect between historical data and modern innovation.

    Fragile Pipelines Undermine Reliability

    As data pipelines grow more complex—spanning on-premise ETL and cloud ingestion—they become harder to troubleshoot. A failure in a foundational legacy job can silently corrupt downstream AI models or analytics, leading to "Data Drift" and mistrust in business insights.

    The Airflow Explosion

    Apache Airflow has become the standard for data science, but it has led to a "paradox of success." Organizations now manage dozens of fragmented Airflow instances. This creates blind spots where Operations cannot see or manage the dependencies between corporate data standards and data science experiments.

    Manual Processing Slows Time-to-Value

    Islands of automation require manual scripting to bridge the gap between platforms. This latency is unacceptable today. Whether it is refreshing a BI dashboard or updating the context window for a RAG model, manual processing slows the speed of business.

    The Intelligent Control Plane: Orchestrate, Predict, Govern

    • Data Management Icon

      Orchestrate

      Unify complex, fragmented pipelines across any environment—from mainframe and ERPs to siloed Airflow instances, cloud data platforms and RAG engines.

    • Icon_predictive_analytics-circle

      Predict

      Stop reacting to outages and start preventing them. Leverage predictive analytics to identify critical-path issues and guarantee
      data delivery SLAs.

    • Icon_Data_Governance-circle

      Govern

      Embed governance and compliance into every step. Gain centralized auditing and control to deliver trusted and compliant data ready for your AI initiatives.

     

     

    Key Benefits:

     

    Future-Proof Orchestration

    Unify control over your entire data pipeline from a single platform built to scale. Seamlessly connect to anything and everything with our ever-expanding Automation Marketplace, ensuring you can easily integrate the data sources and platforms of tomorrow.

    Provide Governed and Trusted Data

    Embed governance directly into your data and AI pipelines. Ensure adherence to regulations and internal policies with centralized auditing and control features, delivering trusted, compliant data for your business.

    Wrangle Your Airflow Estate

    Consolidate control over all your siloed Airflow instances and versions from a single pane of glass. Drastically improve workflow efficiency, navigate upgrades, and manage your growing Airflow landscape without the chaos.

    Predict Instead of React

    Leverage predictive analytics to identify and resolve potential issues before they ever impact the business. Gain dynamic, critical-path visibility into all data flows to guarantee service delivery and manage even the most demanding SLAs.

    Accelerate with Intelligent Workflows

    Dramatically accelerate workflow and enable self-service for experts and novices alike with AI-powered natural language queries and trouble-shooting.

    Picture1-Feb-23-2026-07-50-20-4253-PM

    EMA Radar™ Report for Workload Automation and Orchestration

    Broadcom is proud to be named a Value Leader and the sole vendor to receive the distinction of Excellence in Agentic AI Orchestration in the 2025 Radar™ for Workload Automation and Orchestration. 

     

    EMA acknowledges Broadcom’s strength in “embedding reasoning-based orchestration logic, AI-assisted workflow design, and policy-bounded governance that prepare enterprises for the next stage of autonomous operations.”

    DOWNLOAD REPORT

    Additional Resources

    Learn More

    • News
       Follow Us on LinkedIn

      See our latest product announcements, thought leadership, and educational resources.

      Follow
    • Resources
       Explore Broadcom Software Academy

      Dig into a wealth of resources, from product vision to technical know-how.

      Explore
    • Integrations
       Browse the Automation Marketplace

      Find hundreds of pre-built integrations with the products you already use.

      Browse

    What can a modern automation solution do for you?

    Unlock the full potential of your data with Broadcom's data pipeline orchestration solutions. Contact us today to learn more about how we can help you streamline operations, accelerate insights, and empower your data teams.
    1. Dimensional Research, “Enterprise AI and the Data Problem," 2025.
    Copyright © 2005-2026 Broadcom. All Rights Reserved. The term “Broadcom” refers to Broadcom Inc. and/or its subsidiaries. Privacy Policy | Cookie Policy | Terms of Use | Contact Us