Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI for Startup Fundraising: Pitch Decks, Data Rooms, Diligence
Fundraising in 2026 rewards founders who use AI across the entire capital-raising lifecycle. From generating polished pitch decks to organizing data rooms and automating investor communications, AI tools compress months of work into weeks. Here is a practical guide to the tools, strategies, and pitfalls you need to know.
AI & strategy · Jul 25, 2026 · 14 min read
AI for Staffing Agencies: Temp Workforce Matching and Placement
Staffing agencies run on speed. The first agency to fill a role wins the placement fee. AI matching cuts your time-to-fill from days to hours while improving placement quality and reducing no-show rates.
AI & strategy · Jul 21, 2026 · 14 min read
How to Build an AI Immigration and Visa Processing Platform
Immigration law firms spend 70% of their time on document preparation and form filling. AI handles the paperwork so attorneys can focus on strategy and client relationships.
AI & strategy · Jul 21, 2026 · 15 min read
AI for Auto Insurance: Claims Processing and Underwriting 2026
Auto insurance claims still take 30+ days to settle on average. AI cuts that to hours by automating damage assessment, fraud detection, and payout calculations. Here is how carriers and insurtechs are implementing it.
AI & strategy · Jul 20, 2026 · 14 min read
AI for Solar Installation: Sales Estimating and Project Scoping
Solar companies lose 60% of leads because proposals take too long. AI satellite imagery analysis and automated system design can generate accurate proposals in minutes instead of days.
AI & strategy · Jul 20, 2026 · 13 min read
AI for Home Renovation: Estimating and Project Management 2026
Home renovation estimates are wrong 40% of the time, and projects run over budget by an average of 20%. AI fixes both problems by analyzing thousands of completed projects to generate accurate estimates and realistic timelines.
AI & strategy · Jul 20, 2026 · 14 min read
AI for Pest Control: Route Optimization and Field Operations
Pest control companies running 10 or more trucks are sitting on a goldmine of operational data they never use. AI-powered route optimization, predictive scheduling, and automated reporting can recover six figures in annual revenue without adding a single technician.
AI & strategy · Jul 16, 2026 · 13 min read
AI for Optometry: Vision Diagnostics and Practice Automation
Optometry practices sit on a goldmine of diagnostic imaging data, yet most still rely on manual workflows for everything from retinal screenings to insurance verification. AI is changing that fast, and the practices that move first will dominate their markets.
AI & strategy · Jul 16, 2026 · 13 min read
AI for Wine and Spirits: Inventory, Pricing, Personalization
Wine and spirits businesses sitting on thousands of SKUs with wildly different shelf lives, regulatory burdens, and margin profiles are the perfect candidates for AI. Here is how leading operators are deploying it across the value chain.
AI & strategy · Jul 16, 2026 · 13 min read
AI for Moving Companies: Quoting, Routing, and Crew Dispatch
Moving companies lose thousands every month on inaccurate quotes, inefficient routes, and no-show customers. AI fixes all three problems, and the ROI pays for itself within a single busy season.
AI & strategy · Jul 16, 2026 · 13 min read
AI for Youth Sports: Coaching Analytics and Injury Prevention
Professional sports teams have spent years building AI-powered coaching systems, but the tools trickling down to youth leagues present a completely different set of challenges. Here is what actually works for kids, what crosses the line, and how to build it responsibly.
AI & strategy · Jul 16, 2026 · 13 min read
The Founder's Guide to Platform Engineering and DevEx in 2026
Platform engineering is how high-performing teams eliminate developer friction at scale. Here is when to invest, what to measure, and how to start without overbuilding.
AI & strategy · Jul 15, 2026 · 14 min read