Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI Agent as a Service: The Founder's Business Model Guide 2026
The AI agent as a service business model is replacing traditional SaaS for a growing number of vertical markets. This guide breaks down the economics, delivery models, pricing structures, and infrastructure decisions founders need to get right before launching.
AI & strategy · May 23, 2026 · 12 min read
AI for Parking Management and Smart City Infrastructure 2026
Smart parking is no longer a futuristic concept. Cities and private operators using AI-driven parking systems are reducing search times by 40%, cutting emissions, and generating millions in new revenue.
AI & strategy · May 23, 2026 · 12 min read
AI for Event Planning: Venue Matching and Attendee Management
Event planning is drowning in spreadsheets, vendor emails, and last-minute changes. AI can automate venue matching, attendee management, and scheduling, but only if you build it right. Here is what actually works.
AI & strategy · May 23, 2026 · 11 min read
AI for Nonprofits: Fundraising and Donor Engagement Automation
Nonprofits are sitting on years of donor data they never use. AI can turn that data into personalized outreach, smarter asks, and retention rates that would make any SaaS company jealous.
AI & strategy · May 22, 2026 · 13 min read
AI for Music Industry: Distribution and Royalty Management 2026
The music industry loses billions annually to royalty miscalculations and metadata errors. AI is finally fixing distribution and royalty management, and the labels adopting it first are pulling ahead fast.
AI & strategy · May 22, 2026 · 13 min read
AI for Beauty and Wellness: Salon Automation and Personalization
Salons and spas are sitting on a goldmine of client data they rarely use. AI changes that by automating booking, personalizing product recommendations, and predicting no-shows before they happen.
AI & strategy · May 21, 2026 · 13 min read
AI for Automotive Dealerships: Sales and Service Automation
Automotive dealerships sit on a goldmine of untapped data. AI-powered sales and service automation turns that data into faster lead response, higher close rates, and service departments that practically run themselves.
AI & strategy · May 21, 2026 · 14 min read
AI for Fitness Studios: Member Retention and Class Scheduling
Fitness studios lose 30-50% of members annually, and most never see the warning signs until it is too late. AI changes that equation by predicting churn weeks in advance and optimizing class schedules around actual demand, not gut instinct.
AI & strategy · May 21, 2026 · 13 min read
How to Run a Technical Due Diligence Before Acquiring a Startup
Acquiring a startup without a rigorous technical due diligence is like buying a house without an inspection. Here is the exact process smart buyers follow to avoid seven-figure surprises.
AI & strategy · May 20, 2026 · 15 min read
Scope Creep in Software Projects: The Founder's Prevention Guide
Scope creep has killed more software projects than bad code ever has. Here is how to spot it early, prevent it structurally, and handle it when it sneaks past your defenses.
AI & strategy · May 19, 2026 · 14 min read
When to Rewrite vs Refactor Your Startup's Codebase in 2026
Every founding team eventually stares at their codebase and wonders: should we fix what we have or burn it down and start over? The wrong choice can cost you six figures and a year of runway.
AI & strategy · May 19, 2026 · 14 min read
AI for Dental Practices: Patient Flow and Billing Automation
Dental practices lose thousands each month to no-shows, billing errors, and claim denials. AI-powered patient flow and billing automation can recover that revenue while freeing your front desk to focus on patients, not paperwork.
AI & strategy · May 18, 2026 · 13 min read