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Use Cases

Real use cases. Real data control.

From security and observability to IoT and industrial telemetry, enterprises use Databahn to unify and activate their data for any initiative. Each use case demonstrates how full data ownership, neutral architecture, and intelligent automation turn fragmented pipelines into measurable outcomes.

Explore Use Cases

Powering Real Outcomes Across Every Data Domain

Databahn brings order to the data chaos enterprises face today with a unified foundation to move, transform, and activate telemetry anywhere it’s needed. Each use case shows how teams regain control, cut costs, and unlock the full value of their data.

SIEM Cost Reduction

Security data volumes continue to grow, driving up ingestion and license costs. Databahn helps optimize telemetry before it reaches your SIEM by filtering redundant data and routing only what’s needed. The result is cleaner pipelines, full visibility, and lower operational costs.

SIEM Migration

Migrating between SIEM platforms can break continuity and visibility. Databahn makes the process seamless by normalizing, enriching, and routing telemetry across both old and new systems. Teams maintain ownership, avoid lock-in, and complete migration without disruption.

SIEM Evaluation

Evaluating new SIEM platforms is difficult when each tool expects different formats, schemas, and routing rules. DataBahn creates a neutral telemetry layer that normalizes data once and sends identical streams to multiple SIEMs at the same time. Teams can compare detection quality, performance, and cost side by side while keeping full control of volume, structure, and policy.

IoT/OT Visibility

Connected systems and industrial assets generate massive telemetry that rarely reaches analytics in usable form. Databahn unifies IoT and OT data at the edge, supports both agent and agentless collection, and routes structured telemetry to any destination. Teams gain end-to-end visibility and stronger control of operational data.

Observability Optimization

Observability teams face endless data noise and rising costs. Databahn simplifies the entire pipeline — collecting, enriching, and routing clean telemetry to APM and analytics platforms. It helps teams achieve unified visibility, faster insights, and better reliability across environments.

Testimonials

But don't take our word for it; our customers say it best.

"DataBahn amplifies the value of Sentinel. It changes how we look at data."
Travis Farral
Travis Farral
Vice President and CISO
Archaea Energy
“It's amazing that a data pipeline tool can do this level of pre-processing to filter out irrelevant data and produce insights."
Ricky Allen
Ricky Allen
Chief Technology Officer
CyberOne Security
We have recently started a journey with DataBahn and I can’t speak highly enough about the product or the amazing team at Databahn.
Greg Stewart
Greg Stewart
Senior Director, Cybersecurity
CSL Behring
I was lucky enough to get a demo of DataBahn and was blown away at the capabilities and the impact the platform will deliver.
Keith Schlosser
Keith Schlosser
Group CIO
AXIS Capital
"We reduced 70% of our data going to our SIEM. And here’s the game-changer: no ingress, egress, or API fees."
Abraham Selvaraj
Abraham Selvaraj
Director, Information Security
ThinkOn
While DataBahn.ai is a perfect use case for SIEM solutions like Sentinel, I believe its use case is even broader as the "Data Pump" for all enterprise data.
Michael Keithley
Michael Keithley
Member, Board of Directors
Fractional CIO/CTO, Former CIO/CTO at CAA & UTA
"Databahn’s approach has truly simplified Sentinel, making it more efficient and cost-effective."
John Nolan
John Nolan
Information Security Engineer
McAfee

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