The Multimodel Data Platforms Landscape, Q4 2025

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Agentic AI-Ready Data for Business Context

out-of-the-box

  • Articul8
  • Cloudera
  • Cloud Imperium
  • Cycode
  • Dun and Bradstreet
  • Deloitte
  • Emerson
  • ESRI
  • French Defense Ministry
  • HPE
  • IC Manage
  • Johnson Controls
  • Johns Hopkins
  • Linx
  • Kaseware
  • London Stock Exchange
  • NIH
  • Mercedes Benz
  • Orange
  • NVIDIA
  • Stockbit
  • US Air Force
  • Telstra
  • US Federal Government

The Challenge Behind Enterprise AI

Early agent and co-pilot projects often fail to reach production because they produce unreliable answers and actions.

The problem isn’t the model.
It’s missing business context.

Reliable AI starts with the right data foundation

Arango is our AI data platform of choice because it delivers performance, scalability, and flexibility that others can’t.

— Joe Eaton, NVIDIA

Arango Contextual Data Platform combines enterprise data, relationships, and knowledge with 20+ integrated AI services to create a unified context layer for AI.

Agents and co-pilots run on trusted business context, delivering reliable answers at enterprise scale.

Ground AI in shared, governed data that preserves business context for consistent, explainable answers at scale.

Eliminate fragmented pipelines and repeated context reconstruction while lowering costs.

A contextual data layer that delivers unified, current, and trusted business context

See how a semiconductor leader scaled with Arango

Arango powers both modern AI solutions and core enterprise workloads. From co-pilots to compliance, you get one platform that adapts to your use case.

Context-aware accurate, explainable answers.

Ground LLMs in trusted enterprise data.

Detect threats in real time with graph + vector.

Connect customer, patient, or asset data across silos.

Optimize connectivity and spot vulnerabilities.

Improve visibility, resilience, and performance.

Give your AI the business context it needs to work.

Build agents, copilots, and AI applications on a contextual data foundation.