Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
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
AI for Healthcare: Automating Clinical Workflows for Startups
Healthcare AI is a $45B market by 2026, and startups automating clinical documentation, triage, and diagnostic workflows can capture massive value in a system where clinicians spend 50% of their time on administrative tasks.
AI & strategy · Apr 29, 2026 · 14 min read
AI for Legal Tech: Contract Analysis and Case Research 2026
Legal AI spending grew 300% in 2025 as law firms adopted AI for contract review, case research, and document drafting. Here is how startups are building domain-specific intelligence for the $5B+ legal AI market.
AI & strategy · Apr 29, 2026 · 14 min read
AI for Logistics: Route Optimization and Demand Forecasting
AI-powered route optimization cuts logistics costs by 15 to 30% and demand forecasting reduces inventory waste by 25%. Here is why logistics AI delivers the highest ROI of any enterprise AI application outside of customer service.
AI & strategy · Apr 29, 2026 · 14 min read
AI for Construction: Project Management and Safety Monitoring
Construction is a $13T global industry with the lowest digitization rate of any sector. AI-powered safety monitoring, progress tracking, and cost estimation are the entry points for startups capturing this massive market.
AI & strategy · Apr 29, 2026 · 14 min read