Good Reads

My curated selection of articles on Product Management, Tech and AI.

The blind product manager

Ask any product manager and they will tell you that seeing and talking to their users is critical to success. Yet few walk the walk and in effect, they are flying blind.

Product Customer Engagement

How to talk to one customer every day

The surprising ways in which it gave me the 360° view I always wanted.

Product Customer Engagement

The Art of the Lazy Product Manager

Why high growth startups need to build less, not more.

Product Process

Running product reviews people actually look forward to

It’s a gloomy morning as I walk through a light drizzle under a gray sky on my way to work. As I enter the office and say hello to others on the team, they seem abnormally unnerved. Their mood reminds me of the knot I’ve had in my own stomach for the past 24 hours. The cause of all this anxiety? ...

Product Process

How to Define Your Product Strategy

Early in my career as a product leader, I learned to execute quickly, leading to success in building games and children’s software. But two things reinforced the value of strategic thinking for me. One good, another bad.

Product Strategy Vision

My product management toolkit (12): My 90 day plan as a product person

Soon I’ll be starting a new role as a Head of Product at a great FinTech business in London. I’m very excited about the role. There’s a lot of opportunity to make an impact and influence change. But where do I start? How do I prioritise change? These questions prompted me to start thinking about ...

Product Starting as a PM

How we accidentally invented Job Stories

The most powerful thing you can understand when building a product is the motivations behind people’s actions.

Product Process

Lessons learned from scaling a product team

There’s been lots written about how Internet businesses should build software, from books like The Lean Start-Up, and posts from Google Ventures, but not many examples where startups open up their process and show how their product teams make it really happen.

Product Scaling

6 Ways To Create A Culture Of Innovation

Reward employees with time to think, while providing them with the structure they need.

Product Innovation

Create products that people love by validating your idea first

You’ve done it before. You asked someone this question: What do you think of my idea?

Product User Research

Google Ventures’ 6-step design process: How we revamped our entire product in less than a week

Time is often the scarcest resource for a startup. When you’re building a complex technology, how do you prioritize between laying the foundation (the back end) and packaging it delightfully (the front end)? How do you quickly define what you are building next and make sure that everyone is on th...

Product Process

If your prototype takes more than 90 days to build, the idea is too big

No app in recent memory has been as widely parodied or cloned as Yo. It’s clean, easy to use and ridiculously simple.

Product Innovation Process

Product Teardowns at Yammer

Why we talk about a different product for an hour every Friday

Product Process

3 reasons why top-down approach to product strategy is a bad idea

Many of the tech companies I’ve worked for have employed a top-down approach to product strategy. This typically entails a small number of leaders within the organization — usually from the C-suite — dictating the entire product roadmap.

Product Scaling Leadership

Dual-Track Agile: Why Messy Leads to Innovation

Dual-Track Agile is an IT development methodology where figuring out what to build is as important as the building process. You start with a discovery track to find out if a product idea is good and if it makes sense to build. Successful findings from the discovery track are added to the backlog...

Product Process

The 10 Commandments Of Modern Product Management

This post was "inspired" by the 2nd version of Marty Cagan's book Inspired: How to create tech products customers love, his amazing workshop which I attended last fall, and my own personal experience. Marty's book and workshop are a must for any aspiring or current product manager and frankly any...

Product Process Starting as a PM

5-Hour Rule: If you’re not spending 5 hours per week learning, you’re being irresponsible

“In my whole life, I have known no wise people (over a broad subject matter area) who didn’t read all the time — none. Zero.” — Charlie Munger, Self-made billionaire & Warren Buffett’s longtime business partner

Product Self Development

How to Hire Great Product Managers

I’ve written a lot about interviewing from the candidate’s perspective in Cracking the PM Interview, and now I’d like to flip that around and share some of my tips on the other side. Hiring the right people for your team is essential, and it all starts with how you interview.

Product Hiring

My product management toolkit (34): product principles

“Values are like fingerprints. Nobodies are the same but you leave them all over everything you do.” Elvis Presley

Product Process

The Product Manager vs. The Strategist

How the people behind the roles that shape your world think.

Product Process Strategy

6 Tips for Better User Interviews

Gather meaningful insights, create better experiences

Product User Research Customer Engagement

Why You Only Need to Test with 5 Users

Elaborate usability tests are a waste of resources. The best results come from testing no more than 5 users and running as many small tests as you can afford.

Product Customer Engagement User Research

RICE: Simple prioritization for product managers

Prioritization is a perennial challenge when building a product roadmap. How do you decide what to work on first?

Product Process

Designing a framework for Product Management careers

Careers in Product are still a mess, for Product Management pros & wannabees, managers and HR people alike. We’ve created the first version of a framework aimed at making all Product career paths clear and accessible. In its future versions, this Product Careers Framework will facilitate the recr...

Product Career

How listening to our 4.1 million users inspired a new product idea

Years ago, I was waiting in line at a paddle sports shop. People were renting kayaks and canoes and getting fitted for life jackets. It was a brilliant, sunny day and the air buzzed with excitement. On the back wall, I noticed a framed print that read: “We don’t sell boats. We sell time on the wa...

Product User Research

Hacking Your Product Leader Career

The skills, metrics, and hypothesis-driven approach required to accelerate your product leader career.

Product Career

ManoMano’s Product management toolbox

We wanted to share with you some very concrete artefacts that we use to help us do better Product Management. They are not an end, rather means that may ease your thinking, problem framing or allow more efficient challenges. They can be templates (opportunity tree, USPs value), workshops, specifi...

Product Toolbox

What’s Your Shape? A Product Manager’s Guide to Growing Yourself and Your Team

There is a lot for PMs to master. Most PMs excel at a handful of skills. The best PMs leverage their strengths and unite teams that fill their gaps. Knowing your shape is the first step.

Product Career Self Development

Agile Is Ruining Your Product

The quest for small, fast, and autonomous teams is creating fragmented, confusing, and disjointed experiences.

Product Process Agile

The skills product managers need to become a Director, VP, or CPO

If you work in product management (PM) for a tech company, you may be asking yourself, “I am manager today–how do I advance to a director, a VP, or a chief product officer (CPO)?” For most of you, your first ten years are fairly programmed: you learn product management; you start shipping product...

Product Career

This Product Prioritization System Nabbed Pandora 70 Million Monthly Users with Just 40 Engineers

When it went public in 2011, over a decade after the company’s founding, Pandora employed fewer than 40 engineers. With this skeleton crew, the company built products for 70 million monthly users on the web, iOS, Android, Windows Phone, a thousand consumer electronic devices, and in over 100 type...

Product Process Prioritization

Use OKRs to Set Goals for Teams, Not Individuals

A popular goal-setting framework, Objectives and key results (or OKRs) are an effective method for planning and measuring success on a team level. They fall short, however, when companies attempt to apply them to individual contributors. Setting individual OKRs generally leads to goals that are e...

Product OKRs

Data Scientists and Feature Teams : a brother-sister-like relationship

Data Scientists and Feature Teams : a brother-sister-like relationship

Product Organization Data Science

The Product Vision Sprint: 5 days to a tangible product vision

80 to over 100 hours per week to “change the world” is what Elon Musk wrote in a 2018 tweet, referring to what was considered a standard working week at the time Tesla was ramping up production of its Model 3 sedans.

Product Process Vision

The Hippocratic Oath of Product Leadership

As a product leader, you work to identify a problem and you engineer your product to solve it. A medical doctor does something similar: diagnose the root cause of the patient’s condition and treat it. But imagine your doctor says to you, “I see that you’re sick, so I’m going to prescribe this med...

Product Vision

Achieving Extraordinary Results with Ordinary People

What is the difference between how great product companies work and how others work? Marty Cagan has years of experience working in the very best technology product teams in the world. In this talk, the author of the book Inspired discusses the critical traits and behaviors of many of our industr...

Product Leadership Process

Failed #SquadGoals

Spotify doesn’t use “the Spotify model” and neither should you.

Product Agile

Between Sales and Product: Building Out Self-Serve and Customer Experience at Notion & Dropbox

Back in 2009, Kate Taylor was graduating from the University of Southern California in the midst of the recession — not the optimal time to be job hunting. She took a chance and sent a cold email to Marc Benioff (a fellow Trojan). Within 10 minutes, the founder responded and introduced a recruite...

Product Customer Engagement

What Makes A Strong Product Culture?

How a company's view of technology, product leadership, and empowerment contribute to product success

Product Product Culture

What is product-led growth?

Sales-led and marketing-led had their time. The future is product-led growth.

Product Product-Led Growth

Epic Guide To SaaS Metrics for Customer Success and Product Management

Customer Success, customer support, and product management all have their specific metrics and KPIs. But in a CX-centric world in which we try to avoid silos structures and blame, every interaction along the customer journey has a direct or indirect impact on every metric which determines the hea...

Product Data

What does it take to become a “senior” Product Manager?

The PM career is unnecessarily shrouded in mystery. We all know you start as an individual contributor, and eventually, you can become a CPO or a VP of Product. But what happens in the middle?

Product Career Self Development

Grow Your Career Like You Grow A Product

We work tirelessly on growth models for our companies, focusing on creating sustainable, predictable, and defensible tactics to ensure lasting success. Yet when it comes to our own careers, we let luck and intuition guide our decision-making process. If we are evaluating ourselves as a product or...

Product Career

Why We Don’t Interview Product Managers Anymore

Job interviews are mostly nonsense. According to Ron Friedman, a psychologist and author of “The Best places to work”, 80% of people lie during their interviews — so if that's the case, the information you’re hearing is likely fiction, or at best, inspired by real-world events. On top of that, th...

Product Hiring

Customer-centric Prioritization Frameworks: Level-up from MoSCoW and RICE

I’ve done the hard work for you. I have pulled out the 18 customer-focused methods from the 101 overall. We talk a lot about being customer-focused. What do you say we make it official?

Product Toolbox Prioritization

The 30 Best Bits of Advice We’ve Heard on Our Podcast (So Far)

We started The Review back in 2013 with a lofty goal — to unlock access to career-changing, 1:1 coffee chats with a trusted mentor. Eight years and almost 500 profiles later, we’ve had the opportunity to interview an incredible range of folks with all sorts of company-building advice. Along the w...

Product Management

How to deliver customer outcomes, and hit your dates, every single time

I’m not going to sugarcoat it, shipping is really hard, we operate in an intertwined system that makes it really hard to figure out how to change or sometimes even worse start.But, having said all that, since I joined Drift, we've never missed a launch date.

Product Process

The Problem with Prioritization Frameworks

Why prioritization frameworks have little value for empowered product teams

Product Prioritization

How to motivate a product team

A motivated team is a happy team. A happy team is more creative, provides better solutions, and to top it off, it’s also more productive. In today’s post, I would like to introduce some techniques and ideas that I have been refining over the last 20 years focused on motivating product teams.

Product Leadership

Choosing Your North Star Metric

When learning to ride a motorcycle, you’re taught that where your eyes go, your bike goes. Look to your right and you’ll drift right. Look left, go left. There’s a lot of power in where you focus your attention.

Product North Star

Customer Problem Stack Ranking: How Stripe Validate New Product Ideas.

80% of products and features are rarely or never used. Why? Because they're building solutions for problems customers don't care enough about.

Product User Research

How to Successfully Introduce and Announce Product Changes

Does this scenario sound familiar? Your product and engineering teams have spent the last several months building a great new feature or long-awaited product update. Now you get word they’re wrapping things up and it’s your turn to begin prepping the rocket boosters for a big announcement. You’re...

Product Process Launch

UI cheat sheet: Spacing friendships

The easiest way for me, to see an interface designer’s skill is by how they use spacing in their design. Color, typography, imagery, etc., are usually given to you in a brand guide — but correctly using spacing is a skill. After a while it becomes second nature, but only after you have learned an...

Product

Intercom on Product: The principles behind how we build

What are the principles we use to guide us as we build product, and how have they evolved?

Product Product Culture

Prioritization Beyond Algorithms

The problem of prioritization comes up in many of my coaching discussions with product leaders, and in almost every product forum. We want it to be a trivial mechanical process: pick a metric (usually current revenue), estimate ROI for the entire backlog, then do whatever scores highest. But that...

Product Prioritization

Développement produit : pourquoi ce n’est jamais juste “ajouter un bouton” ?

Que ce soit des bruits de couloir, des paroles rapportées ou des interpellations plus directes, j’ai toujours été frappé par les critiques multiples dont les équipes Tech et produit pouvaient faire l’objet.

Product Product Culture

The top 5 things PMs should know about engineering

There’s an old debate about how technically minded product managers should be. On the one hand, understanding your developers, their process, and their work is part and parcel of shipping products effectively. On the other hand, you don’t want to step on your engineers’ toes, and getting too deep...

Product Tech

Discovery vs. Documentation

The problem that I want to write about today has always been a problem, but in truth, the pandemic has made this problem substantially worse. In particular, I am worried about teams reverting back to the heavy use of artifacts such as product requirements documents (e.g. PRD’s). I was afraid this...

Product Discovery

Should PdMs "Write Tickets" ?

A product manager who doesn't write specs/stories/tickets? That's blasphemy say some. That's incredible, say others.

Product Process

Core Concept: Getting Engineers to Embrace the Product Trio

Today’s post is about getting your engineers more involved in your product trio. You can watch the video or read a lightly edited transcript below.

Product Discovery

A Tried and True Framework for Prioritizing User Research

Modern product teams are simultaneously balancing the speed with which they need to deliver new features and the need to test hypotheses, uncover unmet needs, and gain new insights about their users. So many user research questions, so little time!

Product User Research

Great PMs Kill Meetings 🔪📅

What’s a surefire way to better support your team, deliver value for users and help you land your next promotion? Have fewer meetings.

Product Habits

How to interview product managers

I can understand why so many people are befuddled by interviewing product managers—the role is so endlessly undefined, how can non-PMs possibly know what to interview for?

Product Hiring

OUTCOME BASED ROADMAPS : Unleash the Power of a Shared Vision and Purpose

Many software teams struggle to deliver value to customers. More often than not, it’s because product and engineering teams stopped talking to customers. Or they don’t measure whether what they delivered (features) had the desired impact. They are stuck in a feature factory, just “building stuff”...

Product Roadmap

CEOs and Product Leaders

A relationship built on communication, candor, and trust

Product Leadership

The Chief Product Officer Is Just Getting Started

Over the past year I have been researching the current state of the Chief Product Officer. It’s clear to me that the impact and influence of the CPO role is only getting started. In the early 2000’s, I became one of the first-ever CPOs. Back then – before the massive shift to digital – I had just...

Product Leadership CPO

Product metrics — complete list.

Saving and storing relevant data allows you to answer all questions related to acquiring new customers, the sales process, and the behavior of users inside the product. The metrics listed below are crucial to business management and give important information on what to focus on when it comes to ...

Product Data

Set “Non-Goals” and Build a Product Strategy Stack — Lessons For Product Leaders

The corporate landscape is littered with jargon that’s all but lost its meaning from overuse — think “net-new,” “low-hanging fruit” or “boil the ocean.” Right alongside this graveyard of oft-repeated business speak? Strategy.

Product Vision

How to measure cohort retention

A deep dive into the formulas, visualizations, and SQL you need to accurately measure and report on cohort retention—a guest post by Olga Berezovsky

Product Data

‘Product vs Design vs Tech’: A Partnership, not a Battlefield

What high performing Product Teams actually look like This is something that comes up often for me — I get questions like: “What’s the difference between a Product Designer and Product Manager?” “There seems to be a lot of overlap between Design and Product Management? Who does what?” “But if the...

Product Scaling

Investing in Internal Documentation: A Brick-by-Brick Guide for Startups

It’s the middle of the night when the on-call engineer jolts awake as their phone flashes and chimes with a flurry of push notifications, text messages, and phone calls. The production server is down and they’re responsible for getting it back up as fast as possible. With bleary eyes and a foggy ...

Product Documentation

Craft - Thoughts on elevating product quality

After 10 years of working at large companies with thousands of employees, I recently joined a 10-person startup. It's called Rewind (more) and I am absolutely loving my new role for a lot of reasons. It's a bit different from my previous roles: I’m a product designer but I also spend time buildin...

Product Product Culture

How we ship fast: our framework

In March this year, we decided to pivot. We threw our initial product to the trash, fired our users and started from scratch again. We gave ourselves 3 months to re-ship a new product and see if we could gain traction.

Product Process

The Charcuterie Framework for Roadmap Planning

The first time I planned Asana’s roadmap I stack ranked all of the things people wanted us to do, sorting by impact. We filled our quarter with building new features

Product Roadmap

The Power of Performance Reviews: Use This System to Become a Better Manager

Back when I was a young PM, one of my managers altered the trajectory of my career. It was my second year at Airbnb. I was doing okay, but not great. My new manager, Vlad Loktev, had taken over, just as the project I was overseeing had gotten delayed by weeks. He wasn’t impressed. Although he hel...

Product Management Leadership

Product Leadership Is a Team Sport

Influence without authority has always been the foundation of product management. As product leaders, this is even more important. To succeed, we must influence areas that are way beyond our control, and that’s a completely different ball game. Here are the things you must master in order to succ...

Product Leadership

Why Storytelling Matters for Product Managers

As a Product Manager, you work with many different kinds of people. Storytelling, a deeply human practice, is just another way to understand and communicate with them. Further, storytelling can help you build better, emotionally relevant solutions for your customers. Let’s see how.

Product Storytelling

How to Talk to Customers to Gather Useful Insights

Today, I want to share a practical guide on how to talk to customers.

Product Interviews Discovery

The PM Career Ladder: Your Unofficial Guide

Product managers tend to be an ambitious bunch. It’s rare to find a PM who doesn’t want to grow in their career as fast as possible. So, a question that’s always top of mind is, “how can I move ahead in my career?”

Product Career

The Product Review Bible: How to crush the scariest meeting in product

If there’s anything that strikes fear into a Product Manager, it’s the “product review” meeting. One of you wrote to me a few days ago with this message: Help! I have my first product review at my new job in a week, and I don’t know how to make sure it goes well.

Product Process Leadership

How Miro builds product

Varun Parmar, Chief Product Officer at Miro, shares what they've learned about OKRs, planning, design reviews, prioritization, rituals—plus tons of plug-and-play templates you can start using today

Product Process

Kaz Nejatian (COO, Shopify): Why Shopify Elevated the Non-Manager Career Path and Ditched Meetings

The difference between crafters and managers and how Shopify rages against meetings

Product Career Meetings

L'Échelle de Valéry, ou Pourquoi les Gens Intelligents Créent des Produits Trop Compliqués

Découvrez les quatre forces qui poussent les concepteurs à aller inconsciemment vers la complexité et comment rétablir l'équilibre pour offrir des expériences utilisateur optimales.

Product User Experience

HOW DO YOU MEASURE PRODUCT DISCOVERY?

If you’ve read Lean UX and are practicing product discovery, you’re likely being asked regularly for measures of progress. How will we know if the team is “doing it?” How will we know if they’re doing it well? How will we know it’s having an impact on our ways of working? And an impact on our pro...

Product Discovery Performance KPIs

Get started on your KPI Tree

This very simple (yet powerful) tool can also help you navigate KPIs and metrics, allowing you to focus on areas where you can truly deliver impact ✨ In this article, we will explain everything about KPI Trees and provide a guide on how to build one for your own team 👌

Product Data

Building a Great Product Management Organization

For the past eight years, I’ve been working with C-Suite leaders at companies big and small to set up their Product Management organizations. Some of these are Fortune 10 software-enabled companies going through digital transformations. Others are SaaS companies that are scaling or have scaled re...

Product Organization

Annual Planning Sucks — A CPO, CRO, CFO, and COO Share Advice on How to Make it Better

Four top execs reveal their annual planning secrets from Notion, Stripe, Vanta, Linear, Linktree and more. From addressing AI to adjusting org charts, this COO, CFO, CPO & CRO share insights so startups at any stage can build effective, realistic plans.

Product Process Roadmap

Time-to-critique: the metric that will level up how you manage your Design Team

In this article I share with you why the design critique should sit at the core of a powerful design process, and the idea that measuring how fast and effectively can your design team members obtain high-quality critique is the best way of tracking their productivity.

Product Product Design Performance

Proactive Product Quality - How to Prevent Issues Before Users Even Notice

It's one of those product topics people don't write about enough - how to proactively problem solve. Let's cover all the key techniques you should be using to ensure product quality.

Product Process Quality

Are You Doing Product Management or Bullshit Management?

Something in digital product management continuously strikes me. Companies hire experienced product professionals hoping to scale up their products. However, what happens in practice is frightening

Product Scaling Leadership

Why punishing missed deadlines makes your team slower

Many leaders think reprimanding a team for a missed deadline will make them move faster. This counter-intuitive piece reveals how that approach really kills motivation and innovation. The key is to balance accountability with aggressive goals.

Product Shipping Velociy

The Game-Changing Partner Every PM Should Know About

Product Marketing Managers often fly under the radar, but their impact on a product's success is undeniable. They don’t just help products succeed; they transform them into market leaders.

Product Product Marketing

How to work like an AI-first PM

The death of Product Management is greatly exaggerated. Last year, Danny Martinez and I discussed why Product Management is likely to become more essential not less essential in the age of AI.

Product AI

How to Go from PM to VP - My Story

I sit down with Brad Schaefer, VP of Product at $1B+ Abrigo. We candidly discuss how we went from our first PM jobs to VP, what actually helped us (no gatekeeping), and how you can do the same

Product Leadership

Your Product Management Career Isn’t Dead (But It Might Need a Rethink)

If you’ve scrolled LinkedIn lately, you’ve seen the headlines: AI is coming for your job. Product roles are being cut. Entire teams, downsized. And with layoffs, macroeconomic whiplash, and the looming specter of recession, it’s no wonder product managers are wondering—where do I actually fit? Le...

Product AI

Five principles for successfully managing managers

Saumil Mehta is the former CPO and Head of Business for Square. He most recently ran Product Management, Marketing, and Partnerships across Square while reporting to the CEO. Over a nine-year tenure, he also held various General Manager roles with full P&L responsibility, including the flagship P...

Product Management

How to Communicate Product Strategy to Stakeholders

Ever unveil a “brilliant” plan and watch the room blink back at you like a herd of deer in KPI headlights? You’re not alone. Learning how to communicate product strategy to stakeholders is a craft. With a little structure and some executive-friendly storytelling, you can turn quiet Zoom tiles int...

Product Stakeholders

The Roadmap Illusion

How feature-heavy plans create the illusion of progress while fragility builds beneath the surface.

Product Roadmap

Best practices for managing a product development team?

Product development is dynamic work. Taking a raw concept through to go-to-market release is an adventure that touches nearly every group within an organization. Everyone contributes in some way, from human resources to sales to marketing. However, it is the core product development team who is r...

Tech Leadership

Communicating your intentions can help you get more out of the content you share

Have you ever come across a shared link in a Slack channel or email that piqued your interest, but you weren’t sure why the person shared it or what they wanted you to do with it? Maybe the message was something like, “Hey, you should check this out, it’s really interesting!” Without any context ...

Tech Sharing

Building Blocks of Seniority in Engineering

Seniority is about how much you can increase overall output.

Tech Career

CTO Checklist

Being an engineering leader comes in all shapes and sizes. My first “Head Of” role was “Head Of Software Engineering” at an energy efficiency focused startup consultancy. I was a team of one who built software, ran production and provided all office-based tech support. The team and responsibiliti...

Tech Leadership

T-shaped full-stack product problem solvers

Historically, we’ve always been hiring “full-stack” engineers. But it would be more accurate to say we are looking for “T-shaped full-stack product problem solvers”.

Tech Full-Stack

Diving into Engineering Metrics

In today's engineering world, you often hear about something called "Engineering Metrics." Whether you're a new engineering manager or have been in the field for a long time, you've probably come across this term.

Tech Data

15 principles for managing up

When your boss loves you, you have options. Here's how to help your manager get what they need, so you get what you want.

Tech Management Leadership

Measure Cycle Time, Not Velocity

I'm not a fan of measuring velocity. Velocity is a point-in-time measure of capacity. That means that when things change for the team or in the code, the velocity often changes. (See Velocity is Not Acceleration.) Instead, I like to measure cycle time. Cycle time is the entire time it takes a tea...

Tech Velocity

How to Lead Your Team when the House Is on Fire

The tech industry is going through challenging times: from one side, funding dried up due to the end of the Zero Interest-Rate Period; on the other one, the rapid rise of AI disrupts previously safe domains and business models. These forces are pushing companies to "wartime" mode, a concept I fir...

Tech Leadership

Tying Engineering Metrics to Business Metrics

Most engineering organizations I’ve worked in or led have tracked some form of engineering metrics. These range from simple metrics like uptime and incident count to more complex frameworks like DORA. As an engineering leader, you’ve probably been asked, either by someone within or outside of eng...

Tech Data

Dear IT Departments, Please Stop Trying To Build Your Own RAG

You would never ever in a million years build your own CRM system or custom CMS — or in most cases, your own LLM.

AI RAG Implementation

Le (vrai) coût climatique de l'IA

Découvre les véritables enjeux climatiques liés à l'intelligence artificielle et comment adopter une utilisation plus responsable

AI Climate Change

meaningful metrics: how data sharpened the focus of product teams

Our Data Science team developed a growth framework that helped to grow DAUs by 4x since 2019. Let’s explore the path that led us to that framework, aka The Growth Model!

Data Growth