DataBahn.ai
DataBahn helps enterprises reduce SIEM costs and automate data engineering through AI-powered telemetry optimization.
DataBahn.ai is an AI-powered data pipeline and fabric platform that enables enterprises to securely collect, enrich, orchestrate, and optimize telemetry across security, application, observability, and IoT/OT systems. The platform solves critical challenges in SOCs by automating the identification and filtering of redundant, duplicated, or noisy security telemetry—over 80% of which may be unnecessary—reducing SIEM costs by up to 50% while maintaining incident detection coverage. With 500+ integrations and AI agents like Cruz (which detects schema drift) and the newly launched AIDI (Autonomous In-Stream Data Intelligence), DataBahn processes data in transit rather than after delivery, ensuring it arrives normalized, classified, and ready for use.
Problem solved
Security and operations teams struggle with data silos, vendor lock-in, and excessive SIEM costs because 80%+ of their telemetry is redundant or noisy, making it difficult to distinguish critical incident data.
Target customer
Fortune 500 and Global 2000 enterprises with Security Operations Centers (SOCs) managing high-volume telemetry across multiple security, observability, and application systems.
Founders
N
Nanda Santhana
Chief Executive Officer
MS in Engineering and Industrial Management from USC (2005); founding member at Vaau (acquired by Sun, then Oracle); founding member at Securonix where he led ML-driven cyber threat detection for 12 years.
N
Nithya Nareshkumar
President
13 years at JP Morgan as Executive Director for wealth management, then joined DTCC as Managing Director; active early-stage startup investor.
Funding history
Seed
Unknown
2023
Led by GTM Capital
· Unknown
Series A
$17M
June 2025
Led by Forgepoint Capital
· S3 Ventures, GTM Capital
Total raised:
$19M
Industries
Notable customers
McAfee, Archaea Energy (BP company), CSL Behring, ThinkOn, Sunrun, multiple Fortune 10/50/100 organizations
Integrations
Microsoft Sentinel, Microsoft Azure, Databricks, Palo Alto Networks, Exabeam, Anomali, 500+ total integrations including 400+ prebuilt connectors
Tech stack
jQuery (JavaScript libraries)
HTTP/3
Webflow Ecommerce (Ecommerce)
HubSpot Analytics (Analytics)
HSTS (Security)
Microsoft 365 (Email)
Unpkg (CDN)
jsDelivr (CDN)
Amazon S3 (CDN)
Cloudflare (CDN)
HubSpot (Marketing automation)
DoubleClick Floodlight (Advertising)
Google Tag Manager (Tag managers)
Webflow (Page builders)
Amazon Web Services (PaaS)
Amazon SES (Email)
GoDaddy (Hosting)
Google Analytics (Analytics)
Website
Competitors
Matillion
Broader ELT platform; DataBahn is purpose-built for security telemetry optimization with AI-driven noise reduction.
Fivetran
General-purpose data integration tool; DataBahn specializes in security data pipelines and cost optimization with 500+ integrations.
Ascend
Data reliability platform; DataBahn focuses on real-time telemetry routing, enrichment, and AI-powered in-stream intelligence.
Why this matters: DataBahn is capturing significant share of the enterprise security data market with 400% YoY revenue growth and over 50% of customers now from Fortune 500. Its AI-driven approach to telemetry optimization directly addresses the explosion of security data costs, making it a critical infrastructure layer for modern SOCs managing hybrid and multi-cloud environments.
Best for: Fortune 500 enterprises seeking to reduce SIEM costs, eliminate data silos, and automate security data engineering without manual pipeline management.
Use cases
SIEM Cost Optimization
Security teams use DataBahn to intelligently filter telemetry before it reaches their SIEM, reducing log volume and associated costs by 50%+. Sunrun achieved a 70% reduction in log volume and saved $200K annually in just 2 weeks of POC and 14 days to production.
Large-Scale Data Migration
Enterprises modernizing their security data stack use DataBahn to migrate hundreds of sources with zero downtime. An airline migrated 150+ sources including flight logs to Microsoft Sentinel and Azure Blob Storage in 42 days with full continuity.
Real-Time Data Governance
Organizations leverage DataBahn's in-stream intelligence (AIDI) to normalize, classify, and enrich telemetry as it transits through the pipeline, ensuring data arrives ready for analysis without post-ingestion processing.
Vendor Lock-In Reduction
Multi-vendor security environments use DataBahn as an abstraction layer to route and orchestrate telemetry across disparate SIEM, observability, and security tools, reducing dependency on any single vendor.
Alternatives
Splunk
Splunk is a broad data platform with log ingestion and analytics; DataBahn is specialized for security telemetry filtering and cost optimization upstream of SIEMs.
Kafka
Kafka is a general-purpose event streaming platform requiring custom development; DataBahn is a managed, AI-driven solution with 500+ pre-built connectors for security data.
Elasticsearch/ELK
ELK is an open-source logging stack focused on search and visualization; DataBahn adds AI-driven noise reduction, enrichment, and cost optimization for security telemetry.
FAQ
What does DataBahn.ai do? +
DataBahn is an AI-powered platform that collects, integrates, enriches, and optimizes security telemetry across enterprise systems. It intelligently filters noisy or redundant data before it reaches SIEMs and observability tools, reducing costs by up to 50% while maintaining incident detection. The platform features AI agents like Cruz (for schema drift detection) and AIDI (for in-stream normalization and classification).
How much does DataBahn cost? +
Pricing is not publicly available. Contact DataBahn for enterprise quotes based on telemetry volume, number of integrations, and specific use cases.
What are alternatives to DataBahn? +
Alternatives include Matillion (general ELT), Fivetran (data integration), Splunk (broad data platform), and Kafka (event streaming). Each lacks DataBahn's specialized focus on security telemetry cost optimization and AI-driven noise reduction.
Who uses DataBahn? +
Fortune 500 and Global 2000 enterprises with mature Security Operations Centers. Named customers include McAfee, Archaea Energy, CSL Behring, ThinkOn, and Sunrun. Over 50% of DataBahn customers are now Fortune 500 organizations.
How does DataBahn compare to Fivetran? +
Both are data integration platforms, but Fivetran is general-purpose while DataBahn is purpose-built for security telemetry. DataBahn's differentiators are 500+ integrations (vs Fivetran's ~300), AI-driven noise reduction, and cost optimization specifically for SIEMs and observability tools.
What is AIDI and how does it work? +
Autonomous In-Stream Data Intelligence (AIDI) is DataBahn's technology that performs data normalization, classification, and enrichment while telemetry is in transit to its destination, rather than after delivery. This ensures data arrives ready for use without post-ingestion processing delays.
How much can DataBahn reduce SIEM costs? +
DataBahn customers report 50%+ reductions in SIEM costs and up to 70% reductions in log volume. Sunrun, for example, saved $200K annually and reduced log volume by 70% within weeks of deployment.
Tags
security
data pipeline
telemetry
SIEM
cost optimization
AI agents
data fabric
observability
enterprise data