Kushagra Sharma's Blog Posts
Kushagra Sharma is a Product Manager at Cisco working on AIOps products that help teams operate complex systems with intelligence and scale. He focuses on translating customer problems into practical, data-driven solutions at the intersection of AI, reliability, and software platforms. Passionate about clear thinking and strong product craft, Kushagra writes to share insights on technology, product strategy, and building systems that actually work in the real world.
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Data Normalization Explained: The Complete Guide
Learn how data normalization organizes databases, improves data integrity, supports AI and machine learning, and drives smarter business decisions.

Top Risk Management Frameworks To Use
This article introduces risk management frameworks and explains the significance of using one in your organization.

Reflections from Cisco Partner Summit 2024: Building the Future as One
Cisco Partner Summit 2024 highlighted the growing recognition of Splunk’s critical role in addressing enterprise security and observability challenges.

DORA, Operational Resilience and Intelligent Observability
DORA brings harmonisation of the rules relating to operational resilience for the financial sector applying to 20 different types of financial entities and ICT third-party service providers and while press discussion (and even the press releases from the EU itself) has emphasised the security dimension of operational resilience, a close reading of the texts associated with the regulation demonstrates an equal if not greater focus on the need for intelligent (i.e. AI enhanced) observability.

What is Privilege Escalation? An Introduction
Learn about privilege escalation, a security exploit that elevates user access rights, its types, attack methods, risks, and best practices for prevention.

Managing Splunk Add-Ons with UCC Framework
The UCC framework is designed for Splunk users and developers who want to improve their add-on development process and management.