Five levels of publication.
From practitioner-focused content to peer-reviewed academic research. KorvAi methodology is published across five levels of audience and formality.
Practitioner Level
Direct communication with security professionals through LinkedIn, blog posts, and newsletters.
Outlets: LinkedIn · Blog · Newsletter
What Converged Data Intelligence Means for Security Ops
A practitioner-focused explanation of how to read physical and cyber security data together, with real examples.
By Ramani Viswanathan
Published: May 20, 2026
Professional Level
Publications in professional security association journals and magazines.
Outlets: ISACA · ASIS · ISSA · ISC2
The Eight-Stage Data Lifecycle: A Framework for Security Intelligence Governance
ISACA Journal
Formal paper for security governance professionals on applying the data lifecycle model.
By Ramani Viswanathan
White Paper Level
Formal Korvai White Paper Series for comprehensive methodology documentation.
Outlets: Korvai White Paper Series
Converged Data Intelligence: Foundations
Korvai White Paper Series - Issue 1
Formal, comprehensive documentation of CDI methodology foundations.
By Ramani Viswanathan
Target: Aug 1, 2026
Conference Level
Presentations and talks at major security industry conferences.
Outlets: RSA · GSX · ISACA · ASIS
The Multi-Lens Reading: Why SIEM Misses 80% of Security Data
RSA Conference 2027
60-minute talk on limitations of single-lens analysis in converged environments.
By Ramani Viswanathan
Submitted: May 15, 2026
Target: Apr 1, 2027
Academic Level
Peer-reviewed academic publications in security and risk journals.
Outlets: Journal of Cybersecurity · Security and Privacy · IEEE Security & Privacy
Convergence vs. Correlation: A Theoretical Framework for Multi-Source Security Data Analysis
Journal of Cybersecurity (Peer-Reviewed)
Academic paper formalizing the theoretical distinction between convergence and correlation in security analysis.
By Ramani Viswanathan
Publishing across five levels of audience.
From LinkedIn to peer-reviewed journals. The same methodology, different contexts.
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