Turn Your Wasabi Archives into
AI-Powered Intelligence

MetadataHub extracts rich context from unstructured files once, eliminates repeated recalls, keeps files stored affordably in Wasabi, and turns your data into reusable intelligence for every AI workflow.

Cut storage + inference costs by 50%+ while boosting accuracy.

From GRAU DATA — trusted by thousands of enterprises for high-performance data management since 2000
Built for Wasabi Hot Cloud Storage — the world's hottest cloud storage

▶ Watch: Wasabi CTO on turning archives into AI infrastructure (1:28)

AI Demands Context

Training happens once. Inference happens continuously. Every inference request needs rich context from your unstructured files.

The challenge: Repeated file recalls from archives create massive costs and delays.

MetadataHub captures that intelligence once — delivering rich insights, context, and content — so AI always works with complete information.

Your AI Data Costs Are Growing

Inference demand grows 4x annually. Every workflow touching unstructured data triggers costly movement or reprocessing.

MetadataHub breaks the cycle: Capture intelligence once. Workflows access intelligence — not files.

Result: Costs flatten as AI scales.

The New AI Storage Architecture

Wasabi stores files. MetadataHub stores intelligence. Together they deliver the architecture modern AI requires.

Files tier immediately to Wasabi. Intelligence stays instantly accessible. Costs drop 50% or more.

Build it now: Turn cold archives into active AI infrastructure.

Unlock the Full Potential of Your Wasabi Investment

What This Means for Your AI and Storage Strategy

Better AI Results

Capture rich insights, context, and content from unstructured files so your AI performs with higher accuracy.

Cut Storage Costs 50%+

Tier files safely to Wasabi while keeping intelligence instantly accessible for every AI workflow.

Eliminate Repeated Preprocessing

Extract intelligence once. Stop rebuilding the same data for every inference.

Transform Archives Into Active AI Layer

Turn cold data in Wasabi into a high-performance intelligence source.

Find the Right Data Instantly

Unified search across Wasabi, on-prem, and any cloud storage.

Accelerate AI Deployment

Automate data preparation and ship AI projects faster.

Simple. Compatible. Powerful.

How MetadataHub Turns Your Wasabi Archives into AI Intelligence

•
Connects directly to all your storage — SMB, NFS, S3 (on-prem, Wasabi, or any cloud)
•
Automatically extracts rich embedded metadata, content insights, and contextual intelligence from 400+ file formats
•
Captures intelligence once at the source — files can then safely tier to Wasabi while intelligence stays instantly accessible
•
Delivers unified search, AI-ready data provisioning for data lakes, analytic tools, data orchestration, and more — across your entire data landscape
•
Works seamlessly with your existing tools — Jupyter, Databricks, Snowflake, LLMs, and custom AI pipelines
•
Lightweight metadata layer — a tiny fraction of file size, yet powers 95% of AI queries without touching the original files

The Economics That Transform Everything

Once MetadataHub captures the insights, context, and content from your files, 90% of AI workflows never need the actual file again.

Files become artifacts and can be stored in Wasabi immediately while intelligence stays instantly accessible.

For organizations with petabyte-scale unstructured data, this is transformational:

→ Reduce AI infrastructure costs by over 30%
→ Cut storage costs by 50% or more
→ Keep all your data searchable and AI-ready

The insights stay instantly accessible.
The files stay safely archived in Wasabi.
Your AI keeps improving.
Your costs drop dramatically.

Proven at Petabyte Scale

50%+
storage cost reduction
40-70%
reduction in AI preprocessing costs
90%
reduction in data prep time
95%
fewer file recalls from archives

See How MetadataHub Transforms Your Wasabi Archives

Schedule a short conversation to discover the exact cost savings and AI gains for your environment.

Need visibility into your full data landscape first?

The Data Landscape Report gives you a clear map of all storage on-premise and in the cloud.

Request the report →

Wasabi + MetadataHub by GRAU DATA · © 2026