Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI for Procurement and Spend Analytics: The CTO's Playbook
AI-powered procurement platforms classify 95% of spend automatically, detect maverick purchases in real time, and identify savings opportunities invisible to manual analysis. Here is how CTOs should evaluate build vs buy.
AI & strategy · Jul 7, 2026 · 14 min read
AI for Auto Repair Shops: Diagnostics and Service Automation
Independent auto repair shops generate massive diagnostic and service data every day. AI turns that data into faster diagnoses, smarter estimates, optimized parts ordering, and customer communication that runs on autopilot.
AI & strategy · Jul 7, 2026 · 14 min read
AI for Landscaping and Lawn Care: Route and Crew Scheduling
Landscaping and lawn care companies waste thousands every month on inefficient routes, mismatched crews, and reactive scheduling. AI-powered route optimization and crew scheduling can recover 20-30% of lost billable hours while reducing fuel costs and no-shows.
AI & strategy · Jul 7, 2026 · 14 min read
AI for Physical Therapy Clinics: Exercise Tracking at Scale
Physical therapy clinics lose 40-60% of patients to non-compliance with home exercise programs. AI-powered exercise tracking, computer vision form analysis, and automated progress reporting let clinics scale patient volume without sacrificing outcomes.
AI & strategy · Jul 7, 2026 · 14 min read
AI Strategy Playbook for Bootstrapped SaaS Founders in 2026
Venture-funded competitors are spending millions on AI. You have a Stripe balance and a weekend. Here is a practical, opinionated playbook for bootstrapped SaaS founders who want to ship AI features that actually generate revenue.
AI & strategy · Jul 7, 2026 · 15 min read
AI for Senior Living and Aging in Place: Remote Care Tech
Over 90% of adults over 65 want to age at home, but safe independent living requires continuous monitoring without the intrusiveness of 24/7 human supervision. AI-powered remote care technology is closing that gap with ambient sensors, predictive analytics, and intelligent caregiver coordination.
AI & strategy · Jul 7, 2026 · 14 min read
AI for Plumbing and HVAC: Field Service Intelligence in 2026
Plumbing and HVAC companies running 20 or more technicians are leaving $5K to $12K per month on the table by not using AI for dispatch, diagnostics, estimating, and preventive maintenance. Here is what the technology actually does, what it costs, and how to adopt it even if your team thinks software is the enemy.
AI & strategy · Jul 3, 2026 · 13 min read
AI for Spa and Wellness: Personalization and Revenue Growth
Spas and wellness businesses collect mountains of client data but rarely act on it. AI turns that data into personalized treatment plans, dynamic pricing, predictive retention, and measurable revenue growth.
AI & strategy · Jul 3, 2026 · 13 min read
How to Sell AI Agents to Small Businesses: A Founders Guide
Small businesses do not want AI. They want someone to answer the phone, book the appointment, and follow up on the lead. Sell them the outcome, not the technology, and you will build a company that scales.
AI & strategy · Jul 2, 2026 · 14 min read
AI for Law Firm Operations: Automating Research and Billing
Law firms that adopt AI for operations are slashing research hours, capturing more billable time, and reducing administrative overhead. Here is what actually works, what it costs, and how to implement it without disrupting your practice.
AI & strategy · Jul 2, 2026 · 14 min read
AI for Cleaning Services: Scheduling, Routing, and Retention
Cleaning companies running 50+ jobs per day lose thousands monthly to inefficient scheduling, wasted drive time, and preventable client churn. AI fixes all three. Here is exactly how.
AI & strategy · Jul 2, 2026 · 13 min read
AI Wrapper Defensibility Playbook: Building Moats Beyond APIs
Everyone calls your product an API wrapper. Here is the playbook for turning that thin integration layer into a defensible business with real moats that competitors cannot copy.
AI & strategy · Jun 28, 2026 · 14 min read