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.

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 …

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.

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.

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 …

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.

Data Lakehouse Architecture is Changing Analytics

Reading Time: 4 minutesStatus: Final Blueprint Author: Shahab Al Yamin Chawdhury Organization: Principal Architect & Consultant Group Research Date: October 26, 2023 Location: Dhaka, Bangladesh Version: 1.0 Executive Summary The Data Lakehouse paradigm marks a critical evolution in enterprise data architecture, merging the Read More …

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 …