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.

Aug 12, 2025

App Development

Paving Contractor Software: Build vs. Buy for Asphalt Businesses

If HCSS, Viewpoint, or Trimble can't handle your mix design density tables, tonnage estimates, or DOT daily reports, this guide explains what custom asphalt paving contractor management software costs, what it includes, and when to build it.

By Ashit Vora · 12 min read

Jan 31, 2026

Industry Playbooks

Law firm client intake: The $200K leak you're not tracking

35% of law firm leads never get a response. 67% of potential clients hire the first firm that picks up the phone. The average multi-attorney firm loses $200,000+ per year to unanswered calls and slow follow-up. Your marketing isn't the problem. Your intake process is.

By Riya Thambiraj · 11 min read

Jun 12, 2026

SaaS Development

Complete SaaS MVP Development Guide: Build, Launch & Validate

Most SaaS founders waste their first $50K building features nobody wants. This guide covers how to scope, build, and ship a SaaS MVP in 6-8 weeks, with real cost breakdowns, architecture decisions, and 3 case studies from products that went from one hypothesis to funded platforms.

By Trinankur Bera · 29 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

Aug 2, 2025

App Development

React Native vs Flutter vs Native: How to choose

Compare React Native, Flutter, and native development by team fit, UI model, platform APIs, performance risk, maintenance, and cost. Includes a practical prototype test.

By Ashit Vora · 12 min read

Aug 23, 2025

AI & Automation

AI can now run propaganda without human direction

50 AI agents. Zero human operators. A full propaganda campaign that organized itself. USC researchers just showed us what's coming - and the same mechanics power marketing too.

By Ashit Vora · 9 min read

Jul 26, 2026

Build & Ship

Workforce Management Software: What It Costs to Build Like Deputy

A 1,000-staff retail franchise pays $70,800/year to Deputy - and still needs a separate award interpreter for AU Fair Work compliance. Here is what it costs to build your own workforce management software ($60,000-$180,000) and when multi-jurisdiction compliance tips the math toward ownership.

By Ashit Vora · 17 min read

Jan 28, 2026

App Development

Cost to Build a Fintech App Like Robinhood or Stripe in 2026

A consumer fintech MVP costs $30,000 to $70,000 over 12 to 18 weeks; payments and compliance-heavy builds run $80,000 to $160,000. This guide breaks down the full cost, explains how fintech ledgers, KYC/AML, and payment rails actually work in plain language, and shows when to rent banking rails versus build your own.

By Ashit Vora · 24 min read

Nov 25, 2025

Buyer's Guide

What does a fractional CTO actually do?

The fractional CTO role is misunderstood - it is not a part-time developer. Here is the actual day-to-day: architecture decisions, team building, investor prep, and the tech debt negotiations nobody else wants to have.

By Ashit Vora · 11 min read

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

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