Insights on AI, automation, and building better tools.
Practical guides and case studies from our engineering team.
Guides
How to Calculate ROI Before Starting an AI Automation Project
A practical formula for estimating the return on investment of AI automation — before you spend a dollar. Includes a step-by-step worksheet.
·8 min
AI Automation
The Real Cost of Manual Data Entry (And How to Eliminate It)
Manual data entry costs more than you think. Here's how to calculate what it's really costing your business — and what to do about it.
·6 min
Guides
Why Fixed-Price Software Projects Work Better Than Hourly Billing
Hourly billing rewards agencies for being slow. Fixed-price contracts align incentives. Here's why we only do fixed price — and why you should demand it.
·7 min
AI Automation
AI Automation for Insurance: A Practical Guide
How insurance brokers and agencies are using AI to automate claims processing, underwriting support, and client communications — with real examples and costs.
·9 min
Custom Tools
From Spreadsheets to Custom Tools: When and How to Make the Switch
Your spreadsheet has 47 tabs, 12 formulas nobody understands, and breaks every Monday. Here's how to know when it's time to build a proper tool — and how to do it without disrupting your team.
·7 min
AI Automation
How Much Does AI Workflow Automation Cost in 2026?
A transparent breakdown of what AI automation projects actually cost, from simple integrations to complex custom pipelines. Real numbers, no fluff.
·7 min
Custom Tools
Build vs. Buy: Should You Build Custom Internal Tools?
When does it make sense to build your own internal tools instead of buying off-the-shelf? A practical framework for the decision.
·8 min
Case Study
How We Built a Platform Serving 1.5 Million Users
The architecture decisions, mistakes, and lessons from building an integrated digital platform that serves over 1.5 million citizens daily.
·10 min
AI Automation
5 Signs Your Business Needs AI Automation (Not Just Zapier)
Zapier and Make are great for simple automations. But here are five signs you've outgrown them and need custom AI automation.
·6 min
Guides
What to Look for in an AI Development Agency
Hiring the wrong AI agency is expensive. Here's a practical checklist for evaluating agencies — from someone who runs one.
·7 min