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The Intelligence Perspective

New perspectives and expert insights on AI, data intelligence, and cybersecurity.

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AI & Data Intelligence4 Key Considerations for Teams Planning an AI Transformation (AX)AI Transformation (AX) refers to integrating artificial intelligence across an organization and redesigning workflows around AI capabilities. While Digital Transformation (DX) focused on converting analog processes into digital ones, AX goes further—restructuring processes so that systems can learn from data and support (or even automate) decision-making.2026.04.15
AI & Data IntelligenceOntology-Driven Problem Solving: 5-Step Strategy for Successful AI AdoptionAs generative AI and intelligent agents become more widely adopted, organizations are turning to ontologies to make better use of their data and tackle complex business challenges. Many organizations set out to adopt AI, but focusing solely on implementation without a clear problem-solving strategy often leads to failure.2026.02.05
AI & Data IntelligenceWhat Is Ontology?: Why Ontology Has Become Essential in the Agentic AI EraAI is rapidly shifting from simple question–answer interactions to an era where multiple AI agents collaborate, plan, and execute real-world tasks. In disaster response, systems like S2W’s SAIP integrate weather, terrain, infrastructure, and resource data into a cohesive ontology. 2025.12.05
AI & Data IntelligenceHow AI is Transforming Cyber Threats and the Cyber Insurance IndustryAI-driven cyber insurance is emerging as a critical trust infrastructure for the digital economy. Cyber threats are becoming more sophisticated, and their financial impact is growing. But companies equipped with the right technology and data-driven insights are turning these challenges into opportunities.2025.10.24
AI & Data IntelligenceDefense AI — A Game Changer for Future National SecurityS2W is monitoring hidden online channels and analyzing malicious activity, S2W supports global law enforcement efforts and provides governments with early warnings of emerging risks.2025.09.08
AI & Data IntelligenceHow Generative AI Integration is Reshaping ManufacturingThe manufacturing industry is now turning its focus from Digital Transformation (DX) to AI Transformation (AX). S2W leverages its expertise in handling complex security data to offer SAIP, a generative AI platform tailored for manufacturing.2025.08.13
AI & Data IntelligenceAdopting Apache Iceberg for Our Data Lakehouse - Part 2: Leveraging Apache IcebergIceberg is more than just a file format. It emerged to address structural limitations in legacy Hive-based table formats, such as metadata consistency issues and rigid partitioning strategies.2025.07.23
AI & Data IntelligenceWhat Is Data Intelligence? Features and Use CasesData intelligence is the process of transforming raw organizational data into actionable insights. It involves refining, structuring, and analyzing data to support smarter decisions and better outcomes.2025.07.16
AI & Data IntelligenceAdopting Apache Iceberg for Our Data Lakehouse - Part 1: Why We Chose IcebergS2W has published an R&D column explaining the rationale behind adopting Apache Iceberg to modernize its data analytics architecture.2025.07.09
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