AI & Software Development Blog | RaftLabs
Production lessons, cost breakdowns, architecture decisions, and the tradeoffs that disappear from polished case studies.
Ashit Vora · 26 min read
A messaging app MVP costs $30,000 to $60,000 and takes 10 to 16 weeks. This guide breaks down the full cost across client apps, messaging backend, and admin plus moderation tooling, explains delivery guarantees and end-to-end encryption in plain language, covers team-chat and community-chat variants, and shows where white-label chat SDKs break down.
Riya Thambiraj · 8 min read
A full KYC review takes 7-10 days manually. An AI agent cuts that to under 10 minutes. Here's what to build, how to build it compliantly, and where teams go wrong.
Ashit Vora · 24 min read
A niche dating app MVP costs $35,000 to $70,000 and takes 12 to 16 weeks. This guide breaks down the full cost across the user app, matching engine, and moderation backend, explains how Tinder and Bumble actually rank and safety-check profiles, covers subscription economics and the cold-start density problem, and shows why clone scripts cost more than custom builds over two years.
Ashit Vora · 8 min read
Voice AI demos sound impressive. Production voice agents handling 10,000 daily calls with sub-500ms latency are a completely different engineering challenge. Here is the technical reality.
Ashit Vora · 14 min read
Dropbox and Box work fine until they don't. For legal, healthcare, and finance companies where files are the product or compliance is non-negotiable, custom file sharing platform development costs $120K-$380K and takes 12-30 weeks. Here is what drives that range.
Riya Thambiraj · 15 min read
Your AI agents have monitoring dashboards. They do not have evals. That is why you cannot tell if the last model upgrade made things better or worse. Here is how to fix it in two weeks.
Ashit Vora · 24 min read
A vacation rental marketplace MVP costs $55,000 to $95,000 over 14 to 20 weeks. This guide breaks down the full cost across guest app, host dashboard, and booking engine, explains how Airbnb's search and trust systems actually work in plain language, covers OTA commission math, and shows why clone scripts end up costing more than custom builds.
Riya Thambiraj · 16 min read
India's Digital Personal Data Protection Act affects every app with Indian users. Penalties up to 250 crore INR ($30M), consent-based processing, and cross-border transfer rules - here's what builders need to know.
Ashit Vora · 12 min read
Custom brewery management software costs $140,000-$500,000 and takes 16-34 weeks. Here is what breaks with off-the-shelf tools at scale, when building pays, and what a phased build actually covers.
Ashit Vora · 13 min read
Sales intelligence software development runs $35,000 to $160,000. This guide covers who should build a custom app like Apollo, phased features from contact search to multichannel sequencing, why cloning the database is a mistake, and how RaftLabs builds engagement tools and AI outreach agents.
Ashit Vora · 13 min read
Building a custom restaurant POS system like Toast costs $60,000-$130,000 and takes 14-22 weeks. Here is who should build, what each phase costs, and where most projects fail.
Ashit Vora · 15 min read
AI workflow automation costs $5,000 for simple off-the-shelf setups to $400,000 for enterprise-grade, multi-department systems. The spread comes down to workflow count, integration complexity, and compliance requirements.