AI & Software Development Blog | RaftLabs

Practical AI and software decisions, written from the work.

Production lessons, cost breakdowns, architecture decisions, and the tradeoffs that disappear from polished case studies.

Jul 21, 2026

App Development

How to Build a Period Tracking App: Cost, Features, and Data Privacy

A practical guide for digital health founders, employer wellness platforms, and women's health startups. Covers build costs ($50K-$250K+), cycle algorithm requirements, reproductive data privacy post-Roe, and when custom beats Flo or Clue.

By Ashit Vora · 11 min read

Jun 17, 2026

Loyalty Programs

Loyalty Programs for Travel Industry

Loyalty programs for the travel industry shift the booking decision from price comparison to reward optimization, a traveler with meaningful miles or hotel points weighs the cost of losing that progress against any savings a competitor might offer. A

By Ashit Vora · 12 min read

Feb 3, 2026

App Development

Flooring Contractor Software: Custom Build vs. Off-the-Shelf in 2026

JobNimbus, MarketSharp, and Leap work for simple residential workflows. When you run multiple crews and hit material-gated scheduling gaps and subfloor change order disputes, custom flooring contractor software pays off. Here is what it costs, when it makes sense, and how to build it right.

By Ashit Vora · 13 min read

Jan 1, 2026

App Development

Septic Service Software: Build vs. Buy for Growing Operators

Septic pumping companies hitting the limits of generic scheduling tools need a real decision framework. Here is what custom septic service software costs, when it beats ServiceTitan or Hauler Hero, and what a phased build looks like.

By Ashit Vora · 11 min read

Jul 17, 2026

Builder's Guide

How much does it cost to build an AI personalization engine?

Building a custom AI personalization engine costs $100,000–$350,000. Generic recommendation APIs plateau at 5–12% lift. A model trained on your own data typically reaches 18–30% lift within 6 months. Here is the full cost breakdown and build-vs-buy math.

By Ashit Vora · 16 min read

Oct 29, 2025

Buyer's Guide

EU AI act: What business owners building AI products must know

The EU AI Act is the world's first law regulating artificial intelligence. If your AI product serves EU users, here's what the law requires based on your risk classification - and what it means for your product roadmap.

By Riya Thambiraj · 12 min read

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