AI-Ready Data

AI is only as good as the data behind it. Don’t compromise your data by sampling or deleting it.

Incomplete data and rising costs limit the insights you can get from AI. Hydrolix retains full-fidelity data at petabyte scale so you get accurate answers from your tools, not guesswork.

Request demo
Start a trial

Connect to the AI tools your teams use

Logo of G&L, a live audio and video systems integrator and Hydrolix Partner

Ask anything. Connect everything.

Interact with your data in natural language.

  • Ask natural language questions and get structured analysis against full, unsampled logs, with no complex SQL required.
  • Connect MCP-compatible AI assistants like Claude directly to your data, running server-side in your Hydrolix cluster.
  • Get consistent access across your organization with no local installs or per-user configuration needed.

Understand how agentic AI is interacting with your content.

  • Understand how LLM crawlers and agentic AI systems are using your CDN infrastructure, what they’re requesting, and how frequently they return.
  • Distinguish between good and bad bot traffic by analyzing bot traffic patterns, then fine-tune your firewall rules as needed.
  • Retain bot traffic data long-term to track how agentic AI behavior changes over time so you can understand trends and adapt your business to succeed in the age of AI.
  • Identify whether AI bots are delivering value or consuming resources without return, so you can make informed decisions about access controls or licensing.

Maximize the value of full-fidelity, AI-ready data.

  • Integrate your Hydrolix data with the Apache Spark ecosystem, including AWS EMR, Databricks, and Microsoft Fabric.
  • Combine always-hot, petabyte-scale data with AI tools to surface long-term insights and trends.
  • High-density compression and fully structured data allows you to ingest, query, and retain data at massive scale cost-effectively, so you don’t have to choose between your data and your bottom line.
Customer Story

“With Hydrolix, our data infrastructure can scale as fast as our growth, and as a data-driven business, this means our team can deliver more customer value and enhance our competitive advantage.”

Ashish Jain, Chief Product Officer, Arkose Labs

RESULTS

7 days to 6 months

DATA RETENTION EXTENSION

97%

SMALLER DATA FOOTPRINT

20x

COST REDUCTION

80%

FASTER QUERY TIMES

Hydrolix is built for an AI-first world

  • Text overlay reads "Talk to your data"
    Product

    Hydrolix MCP: The Fastest Path from Incident to Insight

    Hydrolix Remote MCP lets you query petabyte-scale data with natural language. Learn how an engineer resolved a major incident in minutes using MCP.

    Ashley Vassell-Robertson

    |

    Mar 10, 2026

    4 minute read

    Read More

  • News
    Product

    Bot Insights: Strategic Bot Management for the AI Era

    Bot Insights gives you long-term analytics on bot traffic across CDNs so you can track trends and manage bots across your infrastructure.

    Srini Kadamati

    |

    Jan 6, 2026

    7 minute read

    Read More

  • Engineering
    News
    Product

    Supercharge Your Hydrolix Data in Databricks With Spark

    With the Hydrolix Connector for Apache Spark, query your log data in Databricks with better compression and query performance than Delta Lake.

    Franz Knupfer

    |

    Feb 4, 2025

    13 minute read

    Read More

Frequently asked questions

Do I need to know SQL to use Hydrolix with AI tools?

No. The Hydrolix MCP Server lets MCP-compatible AI assistants query your data using natural language. Engineers, analysts, and business users can ask questions and get answers directly without writing queries or learning a new tool.

Does this replace existing BI or AI tools?

No. Hydrolix is the data layer, not the interface. Your existing AI assistants, dashboards, and analytical tools connect to Hydrolix via open SQL/Spark APIs, MCP, and visualization tools like Grafana. You can keep the tools you use while Hydrolix handles the storage and query performance at scale.

Why is Hydrolix well-suited for AI data?

AI applications need data that is complete, current, and fast to query. Hydrolix keeps petabyte-scale log data hot for 15 months by default, with longer retention periods available. There are no retrieval delays or tiered storage performance penalties, and Hydrolix retains full-fidelity data without sampling so that AI tools get answers from the full record, not a filtered subset. At up to 10x lower TCO than legacy platforms, it’s viable to retain all your data and maximize the insights you get from AI tools.

Talk to an expert about your use case

AI tools deliver better answers on complete data. Make sure your data tells the whole story.

Request a demo
Talk to a
Specialist