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 1, 2026

App Development

Wedding Planning Platform Development: Cost, Features, and When to Build Custom

The Knot charges vendors $2,000-$10,000 a year with no booking guarantee. If you run a venue group, manage planners, or operate a niche community marketplace, that model does not serve you. Here is what wedding planning platform development actually costs, what phases make sense, and when custom software beats off-the-shelf tools.

By Ashit Vora · 12 min read

Jun 11, 2025

Industry Playbooks

AI for Legal: AI Agents for Contracts and Compliance

Legal due diligence takes weeks by hand. AI handles the same work in hours. Here's how to build contract review, discovery, and compliance agents.

By Riya Thambiraj · 15 min read

Apr 5, 2026

App Development

Why AI integration fails in real products

Adding AI to an existing product is harder than building AI from scratch. Here are the 4 patterns that kill integrations before they reach users - and what to do instead.

By Ashit Vora · 8 min read

Jan 2, 2026

Industry Playbooks

AI in Logistics: Cutting Costs on Thin Margins

Logistics runs on margins that leave no room for inefficiency. Carriers, fuel, dwell time, customs delays, every friction point is a cost that compounds across millions of shipments. AI addresses each of these, but not equally. Here is where the numbers actually justify the investment.

By Riya Thambiraj · 9 min read

Mar 1, 2026

App Development

How to build an employee training app

A step-by-step guide to building a mobile learning app that cuts training costs, improves retention, and works for distributed teams.

By Kaushik Nath · 10 min read

Jan 28, 2026

App Development

How to Build a Mobile App: Cost, Timeline, and the No-Code Decision

A plain-language guide to building a mobile app for business owners. Covers cost ($15k-$150k+), timeline, when to use Glide/Bubble/Adalo vs. custom development, and the phased feature approach RaftLabs uses to ship mobile apps.

By Ashit Vora · 10 min read

Jan 22, 2026

App Development

MCP server development: Build AI-accessible tools

Your internal APIs are invisible to AI agents until you wrap them in MCP. This guide covers tool definitions, handlers, transport, and production patterns.

By Ashit Vora · 12 min read

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