Industry Insights
Perspectives on the industries we build for — from the engineers who build in them.
10 posts
Claude's 1M Context Window Just Went GA at Standard Pricing. Here's Why That Matters for Your Operations.
Anthropic made the full 1M token context window generally available for Claude Opus 4.6 and Sonnet 4.6 at standard pricing — no multiplier, no premium tier. Here's what that structural shift means for legal, healthcare, financial services, manufacturing, and software development.
Your Customers' Data Just Got Smarter: What Google's New AI Embeddings Mean for Your Business
Google just launched multimodal AI embeddings — and it changes the game for how small and mid-size businesses can build intelligent apps that actually understand their data.
Why Most IoT Platforms Fail — And What Smart Device Companies Do Differently
Most IoT platforms fail not because of the technology itself, but because organizations fundamentally underestimate the operational complexity of connected systems at scale. Here's what smart device companies actually do differently.
The Factory Floor Doesn't Care About Your AI Hype — Here's What Actually Works
Most AI implementations in manufacturing fail not because the technology is broken, but because the people selling it don't understand your world. Here's what actually works — from predictive maintenance to computer vision for quality control.
AI in Healthcare Isn't About Replacing Clinicians — It's About Giving Them Superpowers
Healthcare AI isn't about replacing doctors. It's about building systems that make clinicians exponentially more effective, safer, and less burned out — from diagnostic imaging to ambient documentation.
Financial Services Firms Are Sitting on a Gold Mine of Data — Most Just Don't Know How to Mine It
Financial institutions have terabytes of transaction data, customer interactions, and market signals — and do remarkably little with it. The firms winning right now aren't the ones with the most data. They're the ones turning it into action.
Construction Tech Is a Decade Behind — And That's Actually an Opportunity
The construction industry is running on technology that would embarrass most mid-market software companies. But that's not a weakness — it's an asymmetry. The firms that move now will establish defensible competitive advantages before the space becomes crowded.
Your Field Techs Are Your Biggest Asset — Stop Making Them Work With Broken Tools
Companies invest millions in their technicians' expertise, training, and certifications — and then force those technicians to work with tools that actively sabotage their productivity. Here's what modern field service software actually looks like.
Law Firms That Ignore AI Won't Get Replaced by AI — They'll Get Replaced by Firms Using AI
The law firms that will dominate the next decade won't be the ones with the fanciest AI. They'll be the ones with the smartest integration of AI into their actual workflows.