AUTOMATION SOLUTIONS

Unlock Airflow’s Full Potential with Predictive Intelligence

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Automation Analytics & Intelligence.

A predictive intelligence platform to connect your entire Airflow landscape. Get a single source of truth.

Apache Airflow is a powerful engine for modern data pipelines. But as its adoption accelerates, its success creates silent, enterprise-wide risks. You're left with disconnected instances, a lack of standardization, and no single source of truth. Go beyond basic monitoring to gain end-to-end intelligence across your entire Airflow landscape with Automation Analytics & Intelligence (AAI).

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AAI for Airflow

AAI provides unified monitoring, SLA management, and predictive analytics for your entire Airflow landscape.

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THE ESSENTIALS

The Observability Challenge of an Airflow Environment at Scale

As Airflow's footprint grows, its limitations become critical business problems. Your data pipelines are running on multiple Airflow instances and versions across teams. You have to build your own reporting, you are reacting to problems instead of anticipating them, and you are missing the business context. If something breaks, you don’t know if it is your Airflow instance or something upstream.

Blind Spots

Airflow can tell you a task is "green," but it can't tell you if an upstream system delivered an empty data file, leading to a corrupted business forecast. AAI detects these silent failures – across both your Airflow landscape and other automation tools – before they impact the business.

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Reactive Firefighting

Without a holistic view, you can't predict emerging issues across the complete workflow–until it's too late and business service delivery is impacted. You're stuck troubleshooting failures instead of preventing them.

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Wasted Time and High TCO with Custom Tools

Your best engineers get distracted from value-added projects to build and maintain custom monitoring tools. These homegrown solutions are costly, brittle, and can't replicate the purpose-built, predictive capabilities of a dedicated intelligence platform.

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From Reactive Firefighting to Enterprise Intelligence

Automation Analytics & Intelligence (AAI) is a vendor-agnostic intelligence layer that provides a unified, predictive view across your data pipelines. AAI doesn’t replace Airflow; it unlocks its full potential by providing the enterprise context it lacks.

Move from asking, "Is my Airflow task green?" to asking, "What is the business impact if this report is late?"

Key Capabilities:

Unified Airflow Observability Across Instances and Versions

Gain a single source of truth across all your Airflow instances and versions. Get workflow efficiency as you grow your Airflow landscape and navigate upgrades. And, finally understand the dependencies that exist outside Airflow by connecting other workload automation tools to AAI.

Business-Aware SLA Management and Compliance

Define, monitor, and manage SLAs based on business outcomes, not just technical task durations. AAI's predictive analytics forecast SLA outcomes and provide proactive alerting, allowing you to identify and resolve issues before they impact the business. AAI also helps regulated industries deliver the reporting required to demonstrate control and compliance.

Accelerated Root Cause Analysis

Transform a three-hour troubleshooting hunt into a three-minute fix. Instantly visualize the entire business process and its dynamic critical path to pinpoint the root cause of any failure, even if it originates far outside of Airflow. Reduce Mean Time to Resolution (MTTR) and improve service reliability.

Lower Total Cost of Ownership

Deliver actionable insights in days, not months. AAI is a purpose-built solution that eliminates the high development costs, ongoing maintenance, and opportunity cost of a "build-your-own" approach, delivering a 200% return on investment in less than three months.