... hunch, that is a budget written down in public. A few that came out of it: Chain of title automation for messy real estate deals. Four different clients, $135k of combined spend, all paying humans to trace deeds and track down missing heirs. Southeast Asian text licensing for AI labs. Three clients, $347k combined, buying Thai, Vietnamese and Korean training data one dataset at a time. Denial recovery for specialty medical billing, where practices quietly lose money on claims nobody ...

... three. I'm pretty happy with how it turned out. Detailed tech write up on implementation : https://medium.com/@amabm18/i-bu... What it is A calm, offline home for the documents you'd hate to lose: passports, IDs, health cards, deeds, wills, and the photos that matter. You scan them and they're encrypted right there on your device, categorized by people or categories even you can customize. Nothing leaves unless you choose to turn on backup, and even then ...

... just signed. A lease, a freelance agreement, a SaaS subscription with a 90-day cancellation trap buried on page 4. 5 free analyses, then $9 for 50. No subscription. Credits never expire. Under the hood it runs on deed-edge an open-source AI runtime I m building alongside it. The pipeline is 4 stages with schema validation at each step, which is what makes the output structured instead of a wall of text. Would genuinely appreciate ...

... goal streamline the application process for students, job seekers, researchers, and of course Founders. What we shipped for launch: Question Archive hundreds of programs catalogued across accelerators, grants, grad schools, and jobs. Every question scored by significance. Answer Bank VS-Code-style tree organized by theme. Write once, mark it draft , solid , or locked , reuse it everywhere with confidence tracking. Workstation paste any application you've already filled out and the system pulls the Q&A pairs straight into ... ... tell you who, not the client. The tired business owner. I was over chasing info from teams, drawn out projects, disconnected feedbacks, no way of seeing whom was working on each projects and how much is was costing vs

... thought we knew We assumed enterprise customers wanted the same things as our small business users, just more of it. More security. More control. More features. We never talked to them. We read blog posts. We looked at competitor pricing pages. We guessed. Here's what we missed: Procurement cycles. Enterprise deals take 6-12 months. We had 30-day sales cycles. We weren't built for that. Security reviews. We needed SOC2. We didn't have it. Customers asked ... ... lessons. What stands out is how common this pattern is. Teams assume enterprise is just more features, but it s actually a completely different motion: longer sales cycles, compliance, onboarding, and trust layers. Also love the point about data vs

... Deeds movement app recently launched in Playstore and IOS. It aims to promote kindness and compassion to people. They can share their good deeds

... watch some funny video and laugh as hard as possible lol because is good - clear your emails, notifications for 1hr quickly check 5x a day - smile, talk to neighbours and strangers, try to do a good deed - always start early - avoid video meetings - eat dinner with the family every day - use product hunt goals - listen same beat over and over again ...