Jun 5, 2026
AI & Automation
AI in procurement: what actually works in 2025
AI cuts procurement cycle times by 45% - but only when applied to the right tasks. Here's where the ROI is real and where it isn't.
By Ashit Vora · 15 min read
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.
Jan 23, 2026
App Development
How to Build a Banking App: Cost, Timeline, and BaaS vs. Custom
A cost, timeline, and build-path guide for fintech startups, credit unions, and embedded finance operators deciding between BaaS and custom banking software.
By Ashit Vora · 13 min read
Feb 21, 2026
Industry Playbooks
From inventory nightmares to automated retail operations
Retail chains manage thousands of SKUs across hundreds of locations with razor-thin margins. AI agents handle inventory allocation, dynamic pricing, and store operations - decisions that compound into millions in margin improvement.
By Riya Thambiraj · 14 min read
Jun 14, 2026
App Development
Fire Protection Software: When to Build Custom Instead of Buying BuildOps, ServiceTrade, or FieldEdge
A decision guide for fire protection business owners on when BuildOps, ServiceTrade, and FieldEdge stop solving your inspection scheduling and NFPA compliance problems, what custom fire protection software costs, and how to phase a build that actually holds up.
By Ashit Vora · 13 min read
Jun 26, 2025
Buyer's Guide
B2B loyalty program: custom build vs. white-label
White-label loyalty platforms cost $500-$5,000/month and launch in days. Custom-built platforms cost $60,000-$200,000 upfront and launch in 10-16 weeks. Here's the decision framework for knowing which path is right - and at what point the math flips.
By Ashit Vora · 9 min read
Nov 2, 2025
AI & Automation
Zapier vs custom integration: which one is actually right for your business
Zapier, Make, and n8n solve real problems. But they all have the same ceiling. This is the line between where no-code automation wins and where you need to build something custom.
By Ashit Vora · 18 min read
Sep 28, 2025
App Development
Dog Daycare Software: Build vs. Buy for Franchise and Multi-Location Operators
Gingr works for single locations. Once you hit 3+ facilities, per-location pricing and white-label limits push franchise brands toward custom dog daycare software. Here is what it costs, when it makes sense, and what phases to build.
By Ashit Vora · 11 min read
Jan 8, 2026
AI & Automation
AI in product development: a practical guide for teams that ship
Discover how real teams are using AI to ship MVPs in weeks, cut costs, and avoid hallucination disasters, while competitors quietly fall behind.
By Riya Thambiraj · 31 min read
Nov 13, 2025
App Development
How to Build an App Like Canva: Cost, Timeline, and What to Avoid
SaaS companies embedding a branded template editor, print-on-demand platforms, and white-label design tool builders face a real choice: buy a third-party API or build your own canvas editor. Here is the cost, the phased feature plan, and where these projects go wrong.
By Riya Thambiraj · 14 min read
Oct 7, 2025
Buyer's Guide
Why 85% of AI projects fail (and how to beat the odds)
85% of AI projects fail - not from bad algorithms, but from five predictable implementation mistakes that every organization makes. Here is how to be in the 15% that succeeds.
By Ashit Vora · 15 min read
May 26, 2026
App Development
Cost to Build a Pet Services Marketplace Like Rover
Rover takes 20-25% of every booking. Established pet care operators with 50+ vetted providers are building their own platforms to reclaim that margin. Here is what it costs, how long it takes, and where these projects fail.
By Ashit Vora · 16 min read
Jul 27, 2026
Builder's Guide
How much does it cost to build custom marketing analytics software?
Custom marketing analytics software costs $80,000–$250,000 to build. The real case for building is not saving on tool costs - it is getting attribution that matches your actual sales motion. Here is the full cost breakdown and when the build-vs-buy math tips.
By Ashit Vora · 16 min read
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