Tran VC Content Team

Privacy-by-design sounds nice on a slide. In real life, it is messy. Your AI product needs data to work. Your users want speed and ease. Your team wants to ship. And the law does not care that you were moving fast. This guide is about what works in practice. Not theory. Not long lists. Just […]

If your product uses AI, you already know the truth: the hardest part is not shipping the model. The hard part is shipping the model safely, on purpose, and in a way you can defend when a customer, an auditor, or a regulator asks, “How do you know this is okay?” That is exactly where

A provisional patent can feel like a safety net. You have something new. You can see the product in your head. Maybe you already built a working demo. Maybe you have real users. Maybe you are about to show it to a big customer or a partner. And someone says, “Just file a provisional. It’s

Most founders hear “build a moat” and think it means speed, brand, or a bigger sales team. But in deep tech—AI, robotics, sensors, edge systems, novel hardware—investors also look for something quieter and harder to copy. They look for proof that what you built is yours. Not “yours” because you wrote the code first. Not

Functional safety in robotics sounds like a “later” problem. Later, after the demo works.Later, after the pilot.Later, after you hire “the safety person.” And that is exactly where many robotics teams go wrong. Because functional safety is not a sticker you add to a robot at the end. It is a design habit. It is

CE marking can feel like a “Europe-only sticker.” For robotics teams, it is not a sticker. It is a launch gate. If you build a robot and you want to sell it, ship it, lease it, or even put it into service in the European Economic Area, you need to know one thing early: CE

Connected robots are amazing. They can move goods, clean floors, help in hospitals, scan farms, and work in places humans should not. But the moment a robot connects to Wi-Fi, LTE, or the internet, it becomes a target. Not because your team is careless, but because attackers love anything that has sensors, motors, cameras, and

Most startups build AI fast. That is normal. You ship, you learn, you fix, you ship again. But there is a quiet problem hiding under that speed: risk. Not “big company” risk. Startup risk. The kind that shows up as a surprise customer security review, a blocked enterprise deal, a model that fails in one

Export controls sound like a topic for big defense firms and government teams. But if you build AI or robots, it can become your problem much earlier than you think. Because the same model that helps a factory run smoother can also help a drone fly better. The same robot arm that packs boxes can

AI is moving into hospitals fast. It reads scans, flags risks, guides doctors, and watches patients from afar. But in the U.S., you cannot ship AI for health care just because it “works.” If your software helps diagnose, treat, prevent, or even guides a clinical decision, the Food and Drug Administration (FDA) may treat it