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.

Dec 29, 2025

AI & Automation

AI development cost: what you'll actually pay in 2026

AI development costs range from $8K for a simple chatbot to $500K+ for custom ML models. Get the real numbers by solution type, team structure, and LLM choice.

By Ashit Vora · 13 min read

Feb 25, 2026

Buyer's Guide

RAG Architecture Diagram: Naive vs. Advanced RAG Explained

The most-searched question about RAG is not 'what is it?' - it's 'what does it look like?' This guide describes the architecture at every stage, from the simplest naive RAG pipeline to a production advanced RAG system with hybrid search and reranking.

By Ashit Vora · 10 min read

Jun 10, 2026

App Development

Consent management software: A compliance guide to cookie consent laws

The French CNIL fined Google 150 million euros and Facebook 60 million euros for cookie consent dark patterns in 2022. Here's what ePrivacy, GDPR, CCPA, and UK PECR require - and how to build a cookie consent system that actually holds up.

By Riya Thambiraj · 14 min read

Apr 12, 2024

Loyalty Programs

Loyalty Programs for Gaming Industry

Loyalty programs for the gaming industry apply the same progression psychology players already respond to in games, earning, leveling up, and rewards, to the business relationship itself. A gaming loyalty platform rewards purchases, session frequency

By Ashit Vora · 10 min read

May 2, 2026

Loyalty Programs

Receipt Scanning in Loyalty Programs: How It Works and What It Costs to Build

Receipt scanning gives loyalty programs purchase-level data without POS integration. Customers upload a receipt, AI verifies it in seconds, and points land instantly. This guide covers how the technology works, data privacy requirements, and what it costs to build.

By Riya Thambiraj · 10 min read

Jul 6, 2025

App Development

Courier Management Software: Build Custom or Stay on Onfleet?

When Onfleet, Bringg, and Route4Me stop fitting your operation, custom courier management software becomes the cheaper long-term answer. Here is what that build looks like, what it costs, and who actually needs it.

By Ashit Vora · 12 min read

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