Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
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
The Founder's Guide to AI Regulation and Compliance in 2026
The EU AI Act enforcement begins August 2026 and US state-level AI laws are proliferating. Here is how founders can navigate this confusing regulatory landscape to avoid fines and ensure market access across jurisdictions.
AI & strategy · Apr 29, 2026 · 15 min read
When to Hire a CTO vs. Use an AI-Powered Development Team
A full-time CTO costs $250K+ per year before they write a single line of code. An AI-powered dev team can ship your MVP in weeks. Here is how to decide which path actually fits your stage, budget, and product complexity.
AI & strategy · Apr 28, 2026 · 13 min read
AI for Insurance: Claims Automation and Risk Assessment 2026
Insurance carriers that deploy AI for claims automation are settling simple claims in minutes instead of weeks. Here is how the technology works, what it costs, and where the real ROI lives in 2026.
AI & strategy · Apr 27, 2026 · 13 min read
AI for Nonprofits: Practical Automation on a Limited Budget
Nonprofits waste thousands of hours on manual data entry, donor outreach, and grant reporting every year. Here is how to use AI automation to reclaim that time without blowing your budget.
AI & strategy · Apr 27, 2026 · 13 min read
The CTO's Playbook for Managing AI-Generated Code at Scale
Your engineers are already using AI to write code. The question is whether you have a system to catch the 45% of it that ships with security flaws, duplicated logic, and zero test coverage.
AI & strategy · Apr 27, 2026 · 13 min read
How to Build an AI-Ready Data Infrastructure Before You Need It
Most startups bolt on AI after the fact and spend months untangling their data layer. The ones that win build infrastructure for machine learning from the start, even before they ship a single model.
AI & strategy · Apr 27, 2026 · 13 min read
The PM's Guide to Shipping AI Features That Users Actually Want
Most AI features die quietly. Users try them once and never come back. The problem is not the model. It is the product thinking behind it. Here is what separates AI features that stick from the ones gathering dust in your analytics.
AI & strategy · Apr 26, 2026 · 14 min read
The CEO's Guide to AI Coding Agents: ROI, Risks, and Team Impact
The 2-3x productivity claims around AI coding agents are directionally correct but dangerously incomplete. This guide breaks down what actually changes in your engineering org, where the real risks hide, and how to build an adoption plan that does not blow up your team culture.
AI & strategy · Apr 24, 2026 · 14 min read