Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
How to Build a Government Compliance Filing Platform in 2026
Government compliance filing is a $400B+ market still drowning in paper forms and missed deadlines. Here is how to build a platform that handles multi-jurisdiction filings, audit trails, and regulatory complexity without cutting corners on security.
How to build · May 9, 2026 · 14 min read
How to Build an AI Customer Churn Prediction Tool for SaaS
Most SaaS companies discover churn after the customer is already gone. An AI churn prediction tool spots the warning signs weeks earlier, giving your team time to act. Here is how to build one from scratch.
How to build · May 9, 2026 · 14 min read
How to Build an AI-Powered Helpdesk and Ticket Routing System
Off-the-shelf helpdesks bolt on AI as an upsell. A custom AI helpdesk gives you full control over ticket classification, auto-response generation, priority scoring, and escalation logic. Here is how to build one that actually routes tickets intelligently and resolves issues without human intervention.
How to build · May 9, 2026 · 15 min read
How to Build a Loyalty and Rewards Program App From Scratch 2026
Loyalty programs drive repeat revenue like nothing else. Starbucks Rewards has 31 million active members spending 3x more than non-members. Here is exactly how to build your own.
How to build · May 9, 2026 · 14 min read
How to Build an AI-Powered CRM From Scratch for B2B Startups
Salesforce and HubSpot bleed B2B startups dry with bloated features and $150+/user pricing. Building an AI-powered CRM from scratch gives you ML lead scoring, deal risk prediction, and email generation tuned to your exact sales process, at a fraction of the long-term cost.
How to build · May 9, 2026 · 15 min read
How to Build a Sentiment Trading Dashboard With AI Signals
Market sentiment moves prices before fundamentals do. A sentiment trading dashboard ingests social media, news, and filings, then scores them with NLP models to give traders a real-time edge. Here is what it takes to build one from scratch.
How to build · May 9, 2026 · 14 min read
How to Build an AI Competitive Intelligence Tool for Startups
Off-the-shelf CI tools like Crayon and Klue charge $30K+ per year and still miss the signals that matter to your business. Here is how to build a custom AI competitive intelligence tool that monitors competitors, generates battle cards, and alerts your team in real time.
How to build · May 9, 2026 · 14 min read
How to Build an Event Management Platform With AI Matching
Event platforms that just sell tickets are a commodity. The ones that use AI to connect the right people at the right events are building something defensible. Here is how to build one from scratch.
How to build · May 8, 2026 · 14 min read
How to Build a Headless Commerce Storefront With AI Search
Monolithic e-commerce platforms cap your growth. A headless commerce storefront with AI search gives you full control over the buyer experience, faster page loads, and product discovery that actually converts.
How to build · May 7, 2026 · 15 min read
How to Build a Fantasy Sports and Daily Contest App in 2026
Fantasy sports platforms combine real-time sports data, complex scoring engines, and social competition into one of the stickiest product categories in mobile. This guide covers every layer of the stack, from Sportradar integrations to payout compliance.
How to build · May 7, 2026 · 15 min read
How to Build an AI-Powered Order Management System in 2026
Most order management platforms treat AI as a marketing checkbox. If you want a system that actually routes orders intelligently, forecasts demand accurately, and handles multi-channel complexity without duct tape, you need to build it from the ground up.
How to build · May 7, 2026 · 14 min read
How to Build an Indoor Navigation and Wayfinding App in 2026
GPS dies the moment your users walk through the front door. Here is how to build an indoor navigation app that actually works, from beacon hardware to AR overlays.
How to build · May 7, 2026 · 14 min read