Building and scaling SaaS products — from MVP scoping and architecture to pricing models, product lifecycle decisions, and what separates SaaS companies that grow from those that stall.
Recent work
Voice AI · Research
Text-based interviews converted to automated phone calls
6× deeper insightsAI Automation · Ops
Manual invoice OCR across 40+ gas stations
20k+ txns day oneLoyalty · Retail
SuperValu & Centra loyalty platform with receipt validation
1,062 users in 4 weeksSaaS · Logistics
Multi-carrier shipping hub for Indonesian eCommerce
2,000+ shipments yr 1Other Blog Categories
Step-by-step guides on how to design, build, and launch software products — from architecture decisions and tech stack selection to real cost and timeline breakdowns.
Vetted vendor shortlists, cost breakdowns, and decision frameworks for leaders scoping software projects. What to ask, what to budget, and how to avoid the mistakes that add months.
Sector-specific guides on AI adoption, document automation, operational improvements, and software decisions — broken down by the workflows, regulations, and data that define each industry.
How AI and automation are applied to real business problems — agents, LLMs, RPA, workflow automation, and the ROI analysis that helps you decide where to start.
Loyalty program design, POS integration, retention mechanics, and ROI analysis across industries. What actually keeps customers coming back — and how to build the system behind it.
