Insights on building software that ships, IoT systems that work, and avoiding the mistakes that waste time and money.
The January 2025 Security Rule eliminates 'addressable' specifications, mandating encryption and multi-factor authentication across all healthcare systems. With 725 breaches affecting 276 million records in 2024 and average breach costs at $9.77 million, compliance failures carry devastating consequences while the digital health market surges toward $946 billion by 2030.
92% of enterprises report positive ROI from IoT investments. Understanding edge versus cloud architecture, platform selection criteria, and security implementation determines which custom IoT systems deliver measurable returns across healthcare, manufacturing, and industrial applications.
Custom software ranges from $40,000 for simple applications to $1M+ for enterprise systems. Methodology choices affect total cost by 40%, five-year TCO runs 4-6X initial development, and project size predicts success better than technology. Here's what the data shows.
AI companies captured $130 billion in venture funding last year—36% of all VC deal value globally. The economic logic differs from previous software waves in ways that matter for which companies succeed.
Most LLM features fail on economics, compounding errors, or the fact that users could just use ChatGPT directly. Here's how to know if yours will work.