Articles
Scaling AI Personalization in Global iGaming
Scaling AI Personalization in Global iGaming: Recommendations, Translations, Analytics, and Multi-Market Execution with Third-Party Platforms Personalization in...
The New Music-tech Era in Europe
The new music-tech era in Europe: why “hubs” matter, and why Portugal keeps showing up in the conversation Music-tech is no longer a niche corner of audio geeks...
Unit Economics Calculator & Metrics Constraint Playbook
Unit Economics Calculator & Metrics as a Constraint Playbook Most teams use unit economics to explain performance after the fact. The more effective teams use i...
A/B Testing in the AI Era: Lean Startup Playbooks
A/B Testing in the AI Era With Lean Startup A/B testing remains one of the cleanest ways to validate product changes, but the AI era changes what “a change” eve...
Product Manager Assessments: Modern Interview Design
Product Manager Assessments: How Modern Evaluation Really Works Product Manager assessments have changed into practical simulations of the job. Instead of rewar...
Product Management Simulators: How They’re Transforming
Product Management Simulators: the new way teams rehearse product work Product Management Simulators are increasingly used as rehearsal environments for real pr...
AI Systems Playbook: Designing Change That Sticks
AI Systems Playbook: Designing Change That Sticks AI systems don’t transform organizations because they are “smart.” They transform organizations because they c...
AI Personalization in iGaming: Building Adaptive Journeys That Stay Profitable and Compliant
AI Personalization in iGaming: Building Adaptive Journeys That Stay Profitable and Compliant AI personalization in iGaming is no longer defined by “recommend a...
AI Recommendations in iGaming: Build for Compliance
AI Recommendations in iGaming: Engineering the Decision Layer AI recommendations in iGaming are no longer a “lobby widget” problem. They are a decision layer th...
Customer Development in AI: Product Strategy Redefined
What Is Customer Development — A Quick Refresher Customer Development (CustDev) is a methodology — first formulated by Steve Blank — used to validate whether a...
AI Enterprise Product Teams: Roles & Responsibilities Guide
Roles and Responsibilities of AI Product Teams in Large Enterprises AI enterprise product teams require a different operating model than traditional software te...
AI-Powered Growth Hacking: Experiments, Personalization & Automation
AI-Powered Growth Hacking: Systems, Metrics, and Product-Led Acceleration AI-powered growth hacking fundamentally changes how product and growth teams run exper...
Product-Led Growth Framework: PLG & Growth Hacking Strategy
Product-Led Growth & Growth Hacking: Complete Strategic Framework Product-led growth (PLG) is more than a distribution strategy—it's an organizational operating...
Growth Hacking for Product Managers: Skills & Frameworks
Growth Hacking for Product Managers: Skills, Systems, and Experimentation Frameworks Growth hacking is no longer a marketing-only discipline. Modern product man...
Growth Hacking & Product Management: Strategic Playbook
Growth Hacking & Product Management: Complete Strategic Playbook Growth hacking and product management share the same goal—delivering measurable, compounding gr...
Enterprise AI Unit Economics: ROI & Cost Framework
Enterprise AI Unit Economics Enterprise AI adoption is accelerating, but ROI is inconsistent and often misunderstood. AI brings variable inference costs, new op...
AI Metrics for Product Managers: Full Framework
AI Metrics for Product Managers AI products introduce a new measurement challenge: they behave probabilistically, incur variable compute cost, evolve with data,...