March 7, 2026
How does AI change PM-UX-Tech workflow?
Surprise surprise... AI doesn't make the trio obsolete.First of all lets understand why does PM-UX-Tech trio even exist in product organizations.Not because someone drew an org chart and decided to split the work three ways.Each role exists because building something useful for real people is genuin
B Bandan Singh
March 1, 2026
I Used AI to Build the Newsletter Reader I Always Wanted
And its open to first 100 test users :)Hey 👋 Today’s newsletter is a bit different from other editions, as I dive into a day-to-day problem I experience while discovering and reading newsletters.Something interesting is happening quietly all around us.Our own personal problems we used to shelve, the
B Bandan Singh
February 22, 2026
When Did You Last Ask Why?
Moving fast without asking Why is the most expensive mistake product teams make.Most teams that want to move fast believe they need the same set of things. A clear owner of the work. Faster decisions. Everyone aligned. Requirements locked. Delivery on time. If you have spent enough years in a compan
B Bandan Singh
February 7, 2026
The PRD Isn’t Dead, It’s Evolving for the AI Era
When AI can help you build anything, the real competitive edge is knowing exactly what’s worth building.The goal of a PRD is simple: to align a team on what to build and why. Yet, somewhere along the way, we started worshipping the artifact instead of the outcome.We’ve all seen PRDs go wrong. Massiv
B Bandan Singh
January 25, 2026
Better Market Intelligence using AI
Product teams are under constant pressure to answer big, messy questions: who their real competitors are, what customers truly care about, how market trends are shifting, and where opportunities or risks are emerging. Too often, they turn to AI hoping for a shortcut and instead get confidently wrong
B Bandan Singh
January 17, 2026
Three Questions, Before You React To Competition
A pause button for teams tempted to copy competitors without clear strategic intent.It isn’t enough for product managers and leaders to know what customers want and where the market is heading; they also need a clear view of how competitors move. Competitive awareness informs positioning, pricing, m
B Bandan Singh
January 11, 2026
How to make Scalable Product Decisions
Scalability is about making choices today that won’t require complete rewrites tomorrow.Every product manager has been there. Six months after launch, your team is frantically refactoring code, redesigning APIs, or worse explaining to stakeholders why that “temporary solution” now requires three qua
B Bandan Singh
December 7, 2025
How AI Prototyping Fuels Better Product Decisions
Today’s newsletter is a collaboration post from Brian Balfour, who is the founder and CEO of Reforge, which has recently launched several AI-native SaaS tools for product teams. One of those is Reforge Build, an AI prototyping tool built for PMs. It’s designed for prototyping based on your real prod
B Bandan Singh
November 14, 2025
Designing Products for the New User: AI Agents
AI agent doesn’t experience a moment of “Oh, I love this design!” Instead, it follows an algorithm. How to design around it?From our partner:Reforge Build is the AI prototyping tool for product teamsVibe coding is fun, but AI prototyping is changing product development. Reforge Build is designed aro
B Bandan Singh
November 8, 2025
Building AI Products Users Actually Trust: NLP+ RAG+MCP
Basics of how NLP, RAG, and MCP can help product managers build AI systems that stay factual, grounded, and trustworthy.Imagine this: you’re a product manager at a company building an AI-powered customer support chatbot. Your team spent months training it on company policies, product documentation,
B Bandan Singh
October 26, 2025
Download: State of Product Strategy 2025
After months of product manager surveys, analysis, and cleanup, the Productify State of Product Strategy 2025 Report is here! It is a 27 pages of comprehensive look at how product leaders are navigating strategy in today’s fast-evolving landscape. (Download link at bottom)Based on insights from 200+
B Bandan Singh
October 18, 2025
How AI Can Help You Hear Your Customers Again (w/Enterpret)
Remember When You Knew Every Customer by Name?If there’s one pattern I’ve seen repeat across every stage of company growth from early-stage scrappiness to scaled execution it’s this: as companies grow, distance creeps in.The same happens to leaders. The closer they get to managing outcomes, the furt
B Bandan Singh
October 11, 2025
Too Much Feedback, Too Little Clarity? Here’s How Productboard’s AI Fixed It.
The hardest part of feedback isn’t collecting it ....it’s connecting it.As product leaders, we’re flooded with feedback across emails, Slack threads, call notes, surveys all pointing in different directions. The real challenge isn’t collecting it; it’s connecting it. That’s where AI starts to shine:
B Bandan Singh
September 27, 2025
Guide🧠: How to reduce AI hallucinations with Evals
Product managers need to ensure their AI-powered products deliver real value, perform reliably, and maintain user trust.Imagine this: an e-commerce platform launches an AI-powered search bar designed to understand shopper intent and surface highly relevant products. But users soon notice the AI hall
B Bandan Singh
September 20, 2025
How to Rethink Product Strategy in the Age of AI
Turn your strategy into machine-readable context.We are entering a moment where every organization, whether it realizes it or not, is being reshaped by Artificial Intelligence. AI tools are creeping into the workflows of engineers, marketers, analysts, and even customer-facing staff. In many cases,
B Bandan Singh
September 14, 2025
From Ghibli to Nano Banana: How AI Tools Become Cultural Phenomena
The Hidden Patterns Behind Viral AI Products (and What’s Next)If you haven’t heard it yet, the "Nano Banana" trend is going viral because it allows anyone to easily create hyper-realistic, miniature 3D figurines from photos using Google's Gemini AI, requiring no technical skills and being free to us
B Bandan Singh
September 6, 2025
AI Raises the Bar: PMs Must Show, Not Just Tell
With AI in the mix, PMs can’t rely on PRDs and decks alone — they need to demo, prototype, and bring ideas to life to earn alignment.There are two narratives ongoing for Product Managers in the industry:PMs, UX and Engineers all three would be able to do each other’s jobs. This means that each of th
B Bandan Singh
August 22, 2025
AI will reveal the real Product Managers
AI will sharpen the divide between Real PMs who drive strategy and impact, and Title-Only PMs who focus on process and delivery.If it comes down to going all-in on AI today, it can now support Product Managers (PMs) across nearly every step of the product lifecycle: automating customer interviews, s
B Bandan Singh
August 17, 2025
Vibe Coding and The Illusion of Progress
AI has taken the hard part of building software and made it feel easy. But it hasn't touched the harder part of understanding if the software will make money.If you've ever shipped a product or owned a software business, you know this: writing code isn't the real bottleneck for business, of-course t
B Bandan Singh
August 1, 2025
Where AI Is Quietly Eating the Product Lifecycle
Welcome to 2025, where AI in product management is no longer hype. It’s the infrastructure. PMs who get it? They're compounding returns. PMs who don't? Well, the bus is leaving the station.This piece is for product leaders ready to embrace AI not just as a tool, but as a co-pilot across the messy, m
B Bandan Singh