AI & Software Development Blog | RaftLabs
Production lessons, cost breakdowns, architecture decisions, and the tradeoffs that disappear from polished case studies.
Riya Thambiraj · 7 min read
A practical comparison of React Native and Flutter for mobile app development teams: performance, ecosystem, hiring, and which one fits your product and team.
Ashit Vora · 18 min read
Every framework comparison gives you a feature table. This one gives you six production scenarios with a recommended framework for each - including the two entrants most 2026 comparisons still miss.
Ashit Vora · 11 min read
70% of enterprise AI projects fail to reach production. Here's the pattern behind why, and what the other 30% do differently.
Ashit Vora · 11 min read
Off-the-shelf tools solve 80% of problems. It's the other 20% where they cost you more than they save. Here's the framework for deciding when to build custom software and when to keep using what you have.
Ashit Vora · 17 min read
Single-agent architectures hit a ceiling fast. Multi-agent systems break through it - but only if you pick the right coordination pattern. Here are the four that survive production.
Ashit Vora · 11 min read
Most companies have ChatGPT Enterprise. Few have figured out which use cases actually pay off. This is the production-proven shortlist - what works, why it works, and what to build first.
Riya Thambiraj · 9 min read
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.
Riya Thambiraj · 9 min read
Retail generates more data than most industries and extracts less value from it than most. The gap is not in AI capability, it is in knowing which retail workflows benefit from AI and which ones the vendor pitch decks make sound better than they are. Here is an honest breakdown.
Ashit Vora · 12 min read
When TaxDome, Karbon, and Financial Cents stop fitting your workflow, here is what custom accounting firm management software costs, what it includes, and when it is worth the investment.
Riya Thambiraj · 26 min read
Discover why 85% of AI projects fail, what truly matters in 2026 AI development, and which 11 partners can actually deliver production-ready impact.
Riya Thambiraj · 16 min read
How to build a customer loyalty rewards program that drives retention. Covers program types, design decisions, and a real example from Energia Rewards built by RaftLabs.
Ashit Vora · 7 min read
You sent the same brief to three firms. You got back $40K, $180K, and $320K. Here's what's actually driving the difference - and how to tell which quote is honest.
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