AI Is Now Both Attacker and Defender — SOCs Must Integrate AI-Driven Detection, But Also Secure AI Assets Themselves

Reading Time: 4 minutesArtificial Intelligence has crossed a threshold in cybersecurity. It’s no longer just a defensive accelerator — it’s now a fully weaponized capability in the hands of adversaries.

How AI Is Changing the Threat Landscape

Reading Time: 2 minutesAI-driven tools can craft highly targeted, multilingual phishing emails by scraping OSINT, leaked credentials, and social media profiles. Deepfake voice generators mimic executives’ tone and emotional cues, making human detection far more difficult. Services like PhishGPT+ enable automated spear-phishing campaigns tailored by geolocation, language, and psychological triggers.

SOAR Playbook for Cryptojacking

Reading Time: 8 minutesThis blueprint outlines a comprehensive Security Orchestration, Automation, and Response (SOAR) playbook to combat cryptojacking—the unauthorized use of computing resources for cryptocurrency mining. Cryptojacking poses significant financial, operational, and reputational risks by silently consuming CPU cycles, increasing power costs, degrading system performance, and introducing hidden vulnerabilities.

SOAR Playbook – Automated Incident Response

Reading Time: 5 minutesThe escalating volume and sophistication of cyber threats, coupled with a shortage of security professionals, necessitate a shift from manual incident response (IR) to automated solutions. Security Orchestration, Automation, and Response (SOAR) platforms offer a transformative approach by consolidating security operations, automating repetitive tasks, and streamlining incident handling.

Microservice-based ERP Architecture Development with Integrated AI

Reading Time: 4 minutesThe shift to microservice-based ERP with integrated AI is crucial for modern enterprises seeking agility, scalability, and data-driven insights. This blueprint outlines the strategic path for designing, developing, and managing such a system.

Ransomware Defense & Remediation Plan

Reading Time: 6 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: March 29, 2025 Location: Dhaka, Bangladesh Version: 1.0 1. Executive Summary Ransomware has evolved into a sophisticated, multi-stage cyber threat causing significant financial, operational, Read More …

KEV to EPSS – Smarter Threat Prioritization

Reading Time: 5 minutesBlueprint Details 1. Executive Summary: The Imperative for Smarter Threat Prioritization The cybersecurity landscape is overwhelmed by an ever-increasing volume of vulnerabilities, with over 25,000 new CVEs reported in 2022 alone. Traditional vulnerability management, often relying solely on CVSS scores, Read More …

Enterprise Product – DLP Product Comparison

Reading Time: 6 minutesData Loss Prevention (DLP) is a crucial cybersecurity strategy designed to detect and prevent data breaches by blocking unauthorized extraction or exposure of sensitive data. It combines people, processes, and technology to identify, classify, and apply usage policies to sensitive information across endpoints, networks, and cloud platforms (data at rest, in motion, and in use).

Implementation Plan – XDR

Reading Time: 6 minutesExtended Detection and Response (XDR) is a pivotal evolution in enterprise cybersecurity. It unifies, intelligently, and automates threat detection, investigation, and response by aggregating telemetry from endpoints, networks, cloud, identity, and email into a single platform. This holistic visibility, powered by AI/ML, detects complex attacks, reduces alert fatigue, and accelerates incident containment.

Implementation Plan – NIST AI RMF

Reading Time: 6 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: March 17, 2025 Location: Dhaka, Bangladesh Version: 1.0 Executive Summary The “Implementation Plan – NIST AI RMF” provides a comprehensive roadmap for large enterprises Read More …

IT Management & Governance: The Next Evolution

Reading Time: 4 minutesInformation Technology (IT) governance has evolved from a technical control function into a strategic enterprise imperative, driven by digital transformation, complex regulations, and escalating cybersecurity threats. The modern mandate for IT governance is to ensure technology aligns with business strategy, delivers measurable value, optimizes resources, and manages risk effectively.

Adapt to Uncertainty with an IT Resilience Plan

Reading Time: 4 minutesIn an era of unprecedented volatility, IT Resilience is a fundamental requirement for survival, moving beyond reactive Disaster Recovery (DR) and Business Continuity (BC) to a proactive discipline of survivability. This blueprint provides a framework to embed resilience into the core of the digital enterprise, ensuring critical services remain available despite adverse conditions.

Enterprise Product – Blockchain Product Comparison

Reading Time: 3 minutesPart I: The Strategic Imperative The adoption of enterprise blockchain, or Distributed Ledger Technology (DLT), is driven by the need for enhanced trust, transparency, and efficiency in multi-party business processes. Unlike public blockchains (e.g., Bitcoin), enterprise systems are permissioned, meaning Read More …

Application Testing – AI-based Testing Automation Tools

Reading Time: 3 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury  Organization: Principal Architect & Consultant Group Research Date: March 1, 2025 Version: 1.0 Part 1: The Strategic Imperative The shift from traditional, script-based automation to AI-driven quality engineering is a transformative evolution Read More …

Enterprise Product – Zero Trust Product Comparison

Reading Time: 3 minutesThe traditional “castle-and-moat” security model is obsolete, broken by the rise of cloud computing, a hybrid workforce, and the explosion of unmanaged devices. The network perimeter has dissolved, creating a new reality where attackers with compromised credentials can move freely within a supposedly “trusted” internal network.

Playbook – The CTO Playbook in the Enterprise

Reading Time: 4 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury  Organization: Principal Architect & Consultant Group Research Date: January 21, 2025 Location: Dhaka, Bangladesh Version: 1.0 Part I: The Strategic Mandate of the Modern CTO The role of the Chief Technology Officer Read More …

Enterprise Product – SIEM Product Comparison

Reading Time: 3 minutesThe selection of a Security Information and Event Management (SIEM) platform is a foundational decision for any modern Security Operations Center (SOC). The modern SIEM has evolved from a simple log repository into an intelligent, AI-driven platform essential for digital resilience.

Enterprise Product – ERM Product Comparison

Reading Time: 3 minutesEnterprise Risk Management (ERM) has evolved from a siloed, reactive function into a strategic, firm-wide discipline essential for value creation and protection in a volatile global landscape.

A Guide to Tensor Processing Units

Reading Time: 4 minutesThe Tensor Processing Unit (TPU) is a custom-built Application-Specific Integrated Circuit (ASIC) developed by Google to accelerate AI and machine learning workloads. Its creation was driven by the unsustainable computational and energy demands of running deep neural networks on general-purpose hardware like CPUs and GPUs.

Enterprise Product – RPA Product Comparison

Reading Time: 4 minutesThe enterprise automation landscape has evolved beyond simple Robotic Process Automation (RPA) into a strategic domain driven by Artificial Intelligence.

Managing Data Integrity Risks in the Enterprise

Reading Time: 4 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: February 3, 2022 Location: Dhaka, Bangladesh Version: 1.0 Part I: The Strategic Imperative of Data Integrity 1.0 Defining the Data Integrity Landscape Data integrity Read More …

Playbook – The Data Playbook in the Enterprise

Reading Time: 4 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: September 4, 2023 Location: Dhaka, Bangladesh Version: 1.0 Executive Summary: The Data Imperative In the modern economy, data is the central force behind competitive Read More …

Build a Service-Based Security Resourcing Plan

Reading Time: 3 minutesThis document provides a comprehensive blueprint for transitioning from a traditional, in-house security model to a strategic, agile, and value-aligned service-based paradigm.

AI-specific Incident Response Plan (IRP)

Reading Time: 3 minutesStatus: Summary of Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Date: August 23, 2023 Version: 1.0 1. Introduction & Executive Summary This document provides a condensed overview of the comprehensive AI-specific Incident Response Plan Read More …

AISPM – Artificial Intelligence Security Posture Management

Reading Time: 3 minutesStatus: Final BlueprintAuthor: Shahab Al Yamin ChawdhuryOrganization: Principal Architect & Consultant GroupResearch Date: April 9, 2024Location: Dhaka, BangladeshVersion: 1.0 The New Imperative: Securing the AI-Driven Enterprise The integration of Artificial Intelligence (AI) is a present-day reality, creating a new, dynamic, Read More …

Emerging Trends in IT Risks and the Evolution of Control Strategies

Reading Time: 3 minutesThe 2025 IT risk landscape is defined by the industrialization of cyber threats and the obsolescence of traditional, reactive security postures. Adversaries now leverage AI-driven attack platforms, operate sophisticated Ransomware-as-a-Service (RaaS) ecosystems, and systematically exploit global supply chains.

DSPM – Data Security Posture Management

Reading Time: 4 minutesStatus: Final Blueprint (Summary) Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: 24 May 2024 Location: Dhaka, Bangladesh Version: 1.0 Executive Summary Data Security Posture Management (DSPM) has emerged as a critical strategic response to Read More …

How AI is Reshaping IT & IS

Reading Time: 4 minutesArtificial Intelligence (AI) is fundamentally reshaping Information Technology (IT) and Information Systems (IS), transforming them from a reactive support function into a proactive, strategic engine for business value.

Zero Trust Access Controls in LLM Environments

Reading Time: 4 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: 2 August 2025 Location: Dhaka, Bangladesh Version: 1.0 1. Executive Summary: The New Security Imperative for AI The rapid enterprise adoption of Large Language Read More …

Detecting LLM Vulnerabilities and Defending Against Web LLM Attacks

Reading Time: 4 minutesLarge Language Models (LLMs) have created a new, dynamic, and often misunderstood attack surface for enterprises. The rapid pace of Generative AI adoption has outpaced the development of corresponding security frameworks, leading to a critical vulnerability gap.

Application Modernization – Understanding Business Requirements, Rules & Their Roles

Reading Time: 4 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: July 26, 2024 Version: 1.0 1. The Strategic Imperative for Modernization Application modernization is a critical business initiative to update legacy software, aligning it Read More …

Auditor Became CISSP – Never Performed in Projects & in IS Development, Would You Hire Him for Your Infrastructure Platform Management? Can or Should that Knowledge Gap be Admissible?

Reading Time: 6 minutesStatus: Final Blueprint (Summary) Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: June 1, 2024 Location: Dhaka, Bangladesh Version: 1.0 1. The Core Dilemma: Assessor vs. Builder Mindset We are observing worldwide adoption on CISSP Read More …

How to Operationalize Threat Intelligence – From Insights to Action

Reading Time: 3 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: August 1, 2025 Location: Dhaka, Bangladesh Version: 1.0 1. The Strategic Imperative The operationalization of Cyber Threat Intelligence (CTI) is a strategic business necessity. Read More …

Critically Define the Role of a Cybersecurity Architect

Reading Time: 4 minutesStatus: Final Blueprint Summary Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: March 1, 2022 Location: Dhaka, Bangladesh Version: 1.0 Part I: Foundational Blueprint Defining the Modern Architect: Beyond the Job Description The Cybersecurity Architect Read More …

Future Design of Your IT Organization

Reading Time: 4 minutesThe modern business landscape demands that the IT organization transform from a back-office support function into a strategic engine for growth and innovation.

Automate Detection and Response to Website Defacement Attacks in Azure, AWS & GCP

Reading Time: 4 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: July 26, 2024 Location: Dhaka, Bangladesh Version: 1.0 Executive Summary Website defacement is a critical security breach that inflicts significant reputational and financial damage. Read More …

Top 10 MCP Vulnerabilities – The Hidden Risks of AI Integrations

Reading Time: 4 minutesThe integration of agentic AI systems via the Model Context Protocol (MCP) introduces a potent new attack surface, amplifying traditional cybersecurity risks and exposing firms to multi-million dollar data breaches.

Automating Internal Audit Functions in the Enterprise

Reading Time: 5 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: December 9, 2024 Location: Dhaka, Bangladesh Version: 1.0 I. Executive Summary The internal audit function is undergoing a significant transformation, driven by complex business Read More …