Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI for Customer Onboarding: Predicting and Preventing SaaS Churn
Customers who fail to engage with core features in the first 30 days are 60% more likely to churn. AI-powered onboarding optimization is the highest-leverage growth investment you can make.
AI & strategy · May 6, 2026 · 15 min read
AI for HR and People Ops: Automating Recruitment and Retention
HR teams spend 70% of their time on repetitive tasks that AI handles better. Here is how to automate recruitment, onboarding, and retention without losing the human element.
AI & strategy · May 6, 2026 · 15 min read
AI for Transportation: Fleet Intelligence and Route Optimization
Fleet intelligence powered by AI is turning transportation companies into data-driven operations that cut fuel costs by 20 to 30% and predict vehicle breakdowns before they happen. Here is how the best fleets are doing it.
AI & strategy · May 4, 2026 · 14 min read
AI for Food and Beverage: Menu Optimization and Demand Forecasting
Restaurants using AI for menu optimization and demand forecasting are cutting food waste by 30% and lifting profit margins by 8 to 12%. Here is how to apply it at every stage of your operation.
AI & strategy · May 4, 2026 · 14 min read
Why AI Agents Are Replacing SaaS Dashboards: Founder's Guide
The dashboard era is ending. Users no longer want to stare at charts and click through menus. They want software that acts on their behalf. Here is how founders can navigate this shift.
AI & strategy · May 4, 2026 · 14 min read
Outcome-Based AI Pricing: The Startup Founder's Playbook 2026
Charging per seat for AI products is leaving money on the table. Outcome-based pricing ties your revenue to the value your AI actually delivers, and the founders who figure it out first will dominate their categories.
AI & strategy · May 4, 2026 · 14 min read
How to Position Your Startup for AI-Era M&A and Acquisition
Most AI startups that get acquired do not stumble into a deal. They engineer the conditions years in advance. Here is how to make your company the one acquirers fight over.
AI & strategy · May 4, 2026 · 14 min read
The Non-Technical CEO's Guide to AI Vendor Evaluation in 2026
80% of non-technical CEOs lack a real framework for evaluating AI vendors. Here is the playbook that keeps you from joining the $50K+ wasted club.
AI & strategy · May 2, 2026 · 14 min read
AI for Energy: Smart Grid Optimization and Sustainability Tech
The energy sector is sitting on more data than it knows what to do with. AI is turning that data into real-time grid intelligence, slashing waste, and making renewables actually reliable.
AI & strategy · May 2, 2026 · 15 min read
How to Survive AI Commoditization: Moats for Software Startups
Foundation models are getting cheaper every quarter, and your AI wrapper margins are shrinking to zero. Here is the playbook for building moats that actually survive commoditization.
AI & strategy · May 2, 2026 · 15 min read
AI for Retail: Personalization, Inventory, and Smart Checkout
The $28 trillion global retail market is being reshaped by AI. From recommendation engines that boost revenue by 10-30% to computer vision checkout that cuts labor costs by 40%, here is what actually works and how to build it.
AI & strategy · May 1, 2026 · 15 min read
AI for Manufacturing: Predictive Maintenance and Quality Control
Manufacturing is a $13T global sector where most factories still run on reactive maintenance and manual inspection. AI-powered predictive maintenance and quality control are delivering 50% reductions in unplanned downtime for early adopters.
AI & strategy · May 1, 2026 · 15 min read