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.

Jun 23, 2026

App Development

Home Health Agency Software: Build vs. Buy for Agencies Ready to Scale

ClearCare, WellSky, and MatrixCare work fine at 30 caregivers. At 80+, the scheduling gaps, EVV bouncebacks, and Medicaid billing errors start costing real money. Here is what custom home health agency software costs, when it pays off, and what the build actually involves.

By Ashit Vora · 13 min read

Dec 19, 2025

Industry Playbooks

Pharma software development: How to pick a partner

Pharma software isn't regular dev with compliance bolted on. Here's what separates a real pharma tech partner from one that learns GxP on your timeline.

By Riya Thambiraj · 9 min read

Jul 25, 2026

Build & Ship

Cost to Build a Property Management App Like AppFolio: What PMs Actually Pay

A property management company with 2,000 units pays $72,000/year to AppFolio before per-unit add-on fees. Here is what it costs to build your own property management platform ($70,000-$200,000), what Fair Housing Act compliance requires, and when regional PMs should own their stack.

By Ashit Vora · 16 min read

Aug 24, 2025

Buyer's Guide

How to calculate the real return on your AI investment

Most AI agent ROI calculators hide 40-60% of true costs. Here is the full cost model - data prep, inference compounding, edge cases, and what happens when the project fails.

By Ashit Vora · 13 min read

Jan 25, 2026

App Development

Sports Facility Management Software: Build vs. Buy for Multi-Location Operators

EZFacility, CourtReserve, and Sportsman Web work until they don't. At 5+ locations with membership complexity, you're paying $30K-$43K a year for software you can't customize. Here's when custom sports facility management software makes financial sense, what it costs, and where projects fail.

By Ashit Vora · 12 min read

Jul 8, 2026

AI & Automation

AI agents for logistics: Use cases and ROI

Shipment exceptions, carrier communication, POD processing, freight quotes - AI agents handle the exception-heavy operations work that dispatchers drown in. Here's what works, what doesn't, and what it costs.

By Riya Thambiraj · 10 min read

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