# The Better PM with Saquib

> All about product management and new technology paradigms with Saquib


## Posts

- [The Rise of System Thinkers: Why Systems Thinking Now Defines the Modern Product Manager](https://saquibj.com/ai-product-management-with-saquib/systems-thinking-product-managers/): Systems thinking is now the defining skill for modern product managers.
- [Always-On Agents for Enterprise Functions: A Playbook for Product Leaders](https://saquibj.com/ai-product-management-with-saquib/always-on-agents-enterprise/): Always-on agents act on signals the moment they appear. Learn how product leaders design, govern and measure them, with a worked CRM example.
- [What Gartner's First Hype Cycle for Chief Product Officers Actually Means for Enterprise Applications](https://saquibj.com/ai-product-management-with-saquib/gartner-hype-cycle-for-chief-product-officer-free-report-copy/): Gartner has published its first-ever Hype Cycle built specifically for the Chief Product Officer. That fact alone is worth pausing on.
- [Agent Loop Explained for Enterprise AI Product Managers](https://saquibj.com/ai-product-management-with-saquib/agent-loop-explained-for-enterprise-ai-product-manager/): The deployment of autonomous AI agents in enterprise environments has precipitated a product specification problem of substantial consequence — one that most product organizations have not yet confronted with the rigor it demands.
- [Harness Engineering Explained for AI Product Managers: The Product Discipline Your Roadmap Needs](https://saquibj.com/enterprise-ai-with-saquib/harness-engineering-explained-for-ai-product-managers/): If you build AI products, you have felt this already. Choosing the model is the easy part.
- [The Credit Assignment Problem: What Every Builder Product Manager Building Agentic AI Must Solve](https://saquibj.com/ai-product-management-with-saquib/builder-product-managers/the-credit-assignment-problem-what-every-builder-product-manager-building-agenticai-must-solve/): Your AI agent ran 23 steps. One was wrong. The final output was confident, coherent, and completely incorrect. No error fired. No warning surfaced.
- [Lighthouse Attention and What It Means for Builder Product Managers](https://saquibj.com/ai-product-management-with-saquib/builder-product-managers/lighthouse-attention-and-what-it-means-for-builder-product-managers/): This article draws inspiration from Long Context Pre-Training with Lighthouse Attention, a paper by Bowen Peng, Subho Ghosh, and Jeffrey Quesnelle from Nous Research.
- [Forward Deployed Product Manager vs Builder Product Manager - The New Archetypes for AI-first Product Orgs](https://saquibj.com/ai-product-management-with-saquib/forward-deployed-product-manager-vs-builder-product-manager-the-new-archetypes-in-ai-first-world/): Palantir almost killed itself by being too good at customer work.
- [Product Taste: The One Skill AI Cannot Replace — And How to Cultivate It](https://saquibj.com/ai-product-management-with-saquib/product-taste-the-one-skill-ai-cannot-replace/): AI can now write your PRD, run your discovery, and create your roadmap. So what remains purely yours?
- [The Four New Skills for the VP of Product Management of 2027](https://saquibj.com/ai-product-management-with-saquib/the-four-new-skills-for-the-vp-of-product-management-of-2027/): Agentic AI is reshaping the VP of Product Management role.
- [AI Memory Maturity Model for the AI Product Manager](https://saquibj.com/ai-product-management-with-saquib/ai-memory-maturity-model-for-the-ai-product-manager/): Enterprise AI maturity depends on memory depth, not model power.
- [AI Memory Stack Explained for the Modern AI Product Manager](https://saquibj.com/ai-product-management-with-saquib/ai-memory-stack-explained-for-the-modern-ai-product-manager/): Enterprise AI does not learn from operations unless its architecture is designed to remember them.
- [AI Memory: The Enterprise Product Manager’s Blueprint for Systems That Learn](https://saquibj.com/enterprise-ai-with-saquib/ai-memory-the-enterprise-product-managers-blueprint-for-systems-that-learn/): Most enterprise AI today knows the rules but forgets the experience.
- [From Chain-of-Thought to Cognitive Systems: The Evolution of Reasoning in Enterprise AI](https://saquibj.com/enterprise-ai-with-saquib/from-chain-of-thought-to-cognitive-systems-the-evolution-of-reasoning-in-enterprise-ai/): Enterprise AI is moving beyond prediction and explanation toward scalable judgment.
- [The AI Readiness Checklist for AI Product Managers - a practical checklist with downloadable sheet](https://saquibj.com/ai-product-management-with-saquib/the-ai-readiness-checklist-for-ai-product-managers/): AI readiness is not about knowing tools or models. It is about judgment, evaluation, and sustained accountability once AI systems behave unpredictably.
- [The One Decision That Determines Whether Your AI Project Succeeds](https://saquibj.com/enterprise-ai-with-saquib/the-one-decision-that-determines-whether-your-ai-project-succeeds/): Most AI projects don’t fail because of models, data, or vendors.
- [AI Product Management in 2026: Seven predictions for AI Product Managers that will redefine the role](https://saquibj.com/ai-product-management-with-saquib/ai-product-management-in-2026-seven-predictions-for-ai-product-managers-that-will-redefine-the-role/): Product management was designed for a world where software behaved predictably.
- [AI Product Manager’s Guide to How Models Really Learn: Learnability, Reflection, and Fine-Tuning](https://saquibj.com/ai-product-management-with-saquib/ai-product-managers-guide-on-learnability-reflection-and-fine-tuning/): When our team at Zycus worked on the autonomous accounts payable system, we kept returning to a simple but uncomfortable question.
- [7 Transition Traps Every Product Manager Faces When Moving Into AI Product Management](https://saquibj.com/ai-product-management-with-saquib/7-transition-traps-every-product-manager-faces-when-moving-into-ai-product-management/): Everywhere you look, AI product management is trending. LinkedIn feeds are full of professionals adding “AI Product Manager” to their titles.
- [Predictive Continuity Mapping for AI Product Managers](https://saquibj.com/ai-product-management-with-saquib/predictive-continuity-mapping-for-ai-product-managers/): Predictive Continuity Mapping empowers AI product managers to build context-aware, multi-agent systems that “remember with purpose.” By combining context engineering and continuity strategies, AI systems deliver personalized, coherent, and actionable insights across workflows.
- [Theory of First Principles Explained for Modern-Age Product Managers](https://saquibj.com/ai-product-management-with-saquib/theory-of-first-principles-for-product-managers-pm-framework/): "I think it's important to reason from first principles rather than by analogy. The normal way we conduct our lives is we reason by analogy.
- [AI Evals Explained: A Practical Guide for AI Product Managers Driving AI Innovation](https://saquibj.com/ai-product-management-with-saquib/ai-evals-explained-for-product-managers-a-playbook-by-saquib/): A glossy demo often looks impressive.
- [Escaping AI Pilot Purgatory: How AI Product Managers Can Turn Hype into Scaled Impact](https://saquibj.com/ai-product-management-with-saquib/ai-pilot-purgatory-an-ai-product-manager-playbook-by-saquib/): “If your AI pilot has been running for over six months, it's not a pilot anymore—it’s a pet project eating your budget.” Research shows 88 % of AI pilots fail to reach production; for every 33 prototypes, only 4 make it to production.
- [The Complete Guide to AutoGen Agent Orchestration Modes for Enterprise Applications](https://saquibj.com/enterprise-ai-with-saquib/the-complete-guide-to-autogen-agent-orchestration-modes-for-enterprise-applications/): Multi-agent systems are powerful, but their practical success in enterprise settings doesn’t hinge only on model quality.
- [The AI Product Manager’s Playbook: From Vision to Execution (Part 2)](https://saquibj.com/ai-product-management-with-saquib/the-ai-product-manager-playbook-from-vision-to-execution/): In the first part of this series, I laid out the cognitive pivot required for product managers in the age of generative AI—a shift in mindset from building feature-led products to orchestrating adaptive, intelligent systems.
- [Enabling Cognitive Procurement Intelligence with a Multi-Agent Conversational Analytics Platform for Enterprise Source-to-Pay](https://saquibj.com/ai-product-management-with-saquib/cognitive-procurement-intelligence-with-a-multi-agent-conversational-analytics-platform-for-enterprise-source-to-pay/): "We envision a future where human procurement professionals work seamlessly alongside AI agents for for enhanced efficiency."
- [The Cognitive Pivot for AI-First Product Management in the Age of Generative AI](https://saquibj.com/ai-product-management-with-saquib/ai-first-product-management-in-the-age-of-generative-ai/): “Building AI products is not about writing user stories for models.
- [From Tools to Agents: The Future of AI-Native Products and the End of Traditional Software Thinking](https://saquibj.com/enterprise-ai-with-saquib/tools-to-agents-the-future-of-ai-native-products-saquib-blog/): "AI won't just support workflows. It will own them. The shift has already begun—from tools that assist to agents that act."
- [Unlocking the Power of Smart Contracts: A Comprehensive Guide](https://saquibj.com/download-ebooks-by-saquib/unlocking-the-power-of-smart-contracts-a-comprehensive-guide/): As per a report from BusinessWire, Global Smart Contracts Market to Surge to USD 73.8 Billion by 2030, Fuelled by Digital Transformation and AI integration in BFSI Sector.
- [The Art of Deconstruction: Mastering the Steps of a Software Product Teardown](https://saquibj.com/ai-product-management-with-saquib/mastering-the-steps-of-a-software-product-teardown-with-saquib/): We got a chance to understand what a product teardown means in my previous blog - Unveiling the Inner Workings of a Product: The Art of Product Teardown.
- [Unveiling the Inner Workings of a Product: The Art of Product Teardown](https://saquibj.com/ai-product-management-with-saquib/unveiling-the-inner-workings-of-a-product-the-art-of-product-teardown/): Have you imagined peeling back the layers of your favorite SaaS product to see what lies beneath its sleek interface?
- [Unleashing the Power of Low-Code No-Code Platforms: Building the Future of Enterprise Applications](https://saquibj.com/enterprise-ai-with-saquib/unleashing-the-power-of-low-code-no-code-platform-building-the-future-of-enterprise-applications/): Disclaimer: This blog aims to delve into the utilization of Low Code No Code platforms for developing enterprise applications.
- [Beyond Expectations: A Comprehensive Guide to Kano Analysis for Product Managers](https://saquibj.com/ai-product-management-with-saquib/beyond-expectations-a-comprehensive-guide-to-kano-analysis-for-product-managers/): Have you ever wondered how market research can significantly impact the success of a product?
- [Strategic Building Blocks: Understanding the Significance of Company Vision, Product Vision, Product Strategy, and Product Roadmap](https://saquibj.com/ai-product-management-with-saquib/strategic-building-blocks-understanding-the-significance-of-company-vision-product-vision-product-strategy-and-product-roadmap/): Have you come across documents like the product vision, company vision, product roadmap, and product strategy?
- [Product Strategy: How Product Managers Can Chart their Course to Product Success](https://saquibj.com/ai-product-management-with-saquib/product-strategy-how-product-managers-can-chart-their-course-to-product-success/): Have you ever imagined navigating through a bustling city without a map or a clear destination in mind?
- [Synergy in Action: How Product Managers Forge Strong Collaborative Relationships Across Teams](https://saquibj.com/ai-product-management-with-saquib/synergy-in-action-how-product-managers-forge-strong-collaborative-relationships-across-teams/): In today's fast-paced business landscape, successful product management relies heavily on effective collaboration and seamless coordination across diverse teams.
- [Introduction to Web3 Revolution and The Evolving Role of Product Managers in Decentralized Technology](https://saquibj.com/ai-product-management-with-saquib/introduction-to-web3-revolution-and-the-evolving-role-of-product-managers-in-decentralized-technology/): As the digital landscape continues to evolve, a new paradigm known as Web3 has emerged, bringing a host of innovative technologies and possibilities.
- [From Product Managers to Project Managers: Exploring the Diverse Roles in the Product Landscape](https://saquibj.com/ai-product-management-with-saquib/from-product-managers-to-project-managers-exploring-the-diverse-roles-in-the-product-landscape/): For those aspiring to be a product manager, the product domain can be a vast and complex landscape with various roles that may seem similar at first glance.
- [The Outcome Mindset: How should Product Managers measure product success beyond deliverables and outputs](https://saquibj.com/ai-product-management-with-saquib/the-outcome-mindset-how-should-product-managers-measure-product-success-beyond-deliverables-and-outputs/): Let's talk about basketball. Two of your favourite teams playing against each other.
- [Understanding Your Customers: How to Use Customer Psychology to Build Better Products](https://saquibj.com/ai-product-management-with-saquib/understanding-your-customers-how-to-use-customer-psychology-to-build-better-products/): Picture this: you are a product manager at a popular e-commerce platform.
- [Product Management Demystified: The Essential Role and Responsibilities of a Product Manager](https://saquibj.com/ai-product-management-with-saquib/product-management-demystified-the-essential-role-and-responsibilities-of-a-product-manager/): The roles and responsibilities of a product manager has always been a grey area.
- [What is product management and why product managers are important for every company (2023)](https://saquibj.com/ai-product-management-with-saquib/introduction-to-product-management-what-is-product-management-and-why-is-it-important-for-every-company-in-2023/): As a seasoned product manager with over a decade of experience in the field, I'm often asked what product management is and why it's important for every company.

## Pages

- [Contact Saquib](https://saquibj.com/contact-saquib-the-better-pm/): Hello there! I am thrilled to connect and discuss various opportunities, ranging from product consultation and strategy discussions to exploring new business ideas.

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