AI & Software Development Blog | RaftLabs
Production lessons, cost breakdowns, architecture decisions, and the tradeoffs that disappear from polished case studies.
May 7, 2026
AI & Automation
GitHub Copilot generates 46% of code for its users. None of it ships without an engineer to review it. Here is what AI actually changes about software engineering, what it doesn't, and which engineers are most at risk.
By Riya Thambiraj · 7 min read
Dec 4, 2025
Loyalty Programs
Loyalty programs for the healthcare industry drive preventive care utilization by rewarding patients with points for prescription pickups, wellness visits, and health screenings redeemable toward OTC products or service discounts. A healthcare loyalt
By Ashit Vora · 9 min read
Jan 3, 2026
Industry Playbooks
Restaurant managers spend 3+ hours per week building schedules on spreadsheets and group texts. Then half the shifts get swapped anyway. Labor runs 30-35% of revenue, profit margins sit at 3-5%, and one overstaffed Tuesday can erase an entire shift's profit. Here's how to fix the scheduling problem that's silently bleeding your margins.
By Riya Thambiraj · 10 min read
May 23, 2026
AI & Automation
The wrong LLM choice does not show up in demos. It shows up six months into production when your token costs are 3x the estimate and your context window is too small for real documents.
By Riya Thambiraj · 9 min read
Aug 25, 2025
Industry Playbooks
Intelligent document processing for automotive digitizes driver IDs, rental agreements, inspection reports, and service logs, accelerating rentals and compliance.
By Ashit Vora · 10 min read
Nov 23, 2025
App Development
Discover how 15 scrappy MVPs, from Twitter to DoorDash, validated billion-dollar ideas fast, and learn which lean approach is right for your startup.
By Trinankur Bera · 59 min read
Aug 3, 2025
App Development
Building a crowdfunding platform like GoFundMe costs $50K-$80K for a medical or nonprofit MVP and $130K-$200K for equity crowdfunding. Here is what to build first, where projects fail, and how vertical-specific operators win against generic platforms.
By Ashit Vora · 17 min read
Aug 7, 2025
Industry Playbooks
Intelligent document processing for banking automates loan documents, KYC verification, cheque processing, and compliance reporting, at scale.
By Ashit Vora · 10 min read
Mar 23, 2026
App Development
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.
By Ashit Vora · 14 min read
Sep 6, 2025
Industry Playbooks
Brazil's LGPD (Lei Geral de Protecao de Dados) affects every app with Brazilian users. With 215 million people and a privacy authority that started enforcement in 2021, LGPD is GDPR with Brazilian specifics. Here's what it requires and how it differs from GDPR.
By Riya Thambiraj · 13 min read
Sep 3, 2025
AI & Automation
Your voice AI vendor shows 87% containment. Your customers are still angry. Here is why containment rate is a vanity metric, what resolution rate actually measures, and what it costs when you confuse the two.
By Ashit Vora · 7 min read
Jul 15, 2025
Industry Playbooks
Real estate runs on relationships, local knowledge, and paperwork, lots of paperwork. AI applies directly to the paperwork problem and to the lead management problem. The relationship side remains human. Here is how agencies and PropTech founders should think about where AI adds value and where it does not.
By Riya Thambiraj · 9 min read
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