Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI for Government: Permit Automation and Citizen Services 2026
Government agencies process millions of permits annually with workflows designed in the 1990s. AI does not just speed up those workflows. It fundamentally changes what is possible for citizen services.
AI & strategy · May 16, 2026 · 14 min read
AI for Travel: Dynamic Pricing and Personalization at Scale
Travel companies that use AI for pricing and personalization see 15 to 25% revenue increases. The technology has moved from airline-only to accessible for any travel startup willing to invest in the right architecture.
AI & strategy · May 16, 2026 · 14 min read
AI for Climate Tech: Carbon Accounting and Sustainability 2026
Carbon accounting used to mean spreadsheets and guesswork. AI is turning it into a real-time, auditable system that covers Scope 1, 2, and 3 emissions with the precision regulators now demand.
AI & strategy · May 14, 2026 · 14 min read
AI-Native Dev Platforms: The Founder's Decision Guide for 2026
The AI development platform landscape in 2026 is overwhelming. Bolt, Lovable, Cursor, Claude Code, Replit, Windsurf, and dozens of others all promise to slash your development costs. This guide cuts through the noise with a practical framework for choosing the right approach based on your stage, budget, and product complexity.
AI & strategy · May 14, 2026 · 14 min read
AI for Home Services: Scheduling and Dispatch Automation 2026
Home services companies that still rely on manual scheduling and dispatch are leaving money on the table. AI-powered automation can cut drive time by 30%, reduce no-shows, and increase daily job capacity without adding a single truck to your fleet.
AI & strategy · May 14, 2026 · 14 min read
AI for Employee Development: Upskilling and Training Platforms
Most corporate training is a waste of time and money. Employees forget 70% of what they learn within a week. AI-powered upskilling platforms fix this by personalizing every learning path, predicting skills gaps before they hurt, and measuring ROI down to the dollar.
AI & strategy · May 14, 2026 · 14 min read
AI for Short-Form Video: Content Creation Automation Strategy
Brands producing 30+ short-form videos per week are using AI to cut production time by 80%. Here is the complete strategy for building an AI-powered video content pipeline that scales without scaling headcount.
AI & strategy · May 14, 2026 · 14 min read
AI Voice Agents for Small Business: Complete Implementation Guide
Small businesses spend $3,000 to $8,000 per month on receptionists who can only answer one call at a time. AI voice agents handle unlimited concurrent calls for $200 to $500 per month, book appointments, take orders, and answer FAQs around the clock with sub-500ms response times.
AI & strategy · May 12, 2026 · 14 min read
AI for Procurement and Vendor Management: Automation Playbook
AI can automate 60 percent of procurement tasks, from spend categorization and contract analysis to vendor risk scoring. Here is the complete playbook for procurement teams ready to cut costs by 15 to 25 percent.
AI & strategy · May 12, 2026 · 14 min read
How to Reduce Time-to-Market by 60% With AI-Augmented Dev Teams
GitHub Copilot studies show 55% faster task completion. Our teams see 40-70% depending on task type. Here is how AI-augmented development teams are compressing timelines across the entire software lifecycle, from spec writing to deployment, and how to restructure your team to capture those gains.
AI & strategy · May 12, 2026 · 14 min read
Technical Cofounder vs Dev Agency for Your MVP: Decision Guide
A technical cofounder costs 20-50% equity. A dev agency costs $50K-200K. Both can build your MVP, but choosing wrong wastes years and money. Here is how to decide.
AI & strategy · May 12, 2026 · 14 min read
AI for Pharma: Drug Discovery and Clinical Trial Optimization
Traditional drug development costs $2.6B and takes 10-15 years with a 90% failure rate in clinical trials. AI-accelerated pipelines are compressing that to $200M-500M over 4-7 years, and the first AI-designed molecules are already in Phase II trials.
AI & strategy · May 11, 2026 · 14 min read