day 4

Three months ago we set out to build something ambitious: an AI platform that helps ordinary Ugandan citizens access justice in their language. This past week, our team in Kampala merged the platform into production. What is now live: - A multi-agent legal assistant that conducts a structured interview, transcribes voice, scores legal urgency and severity, and produces a case report - Full coverage in English, Luganda and Swahili - with the voice and language pipeline built natively, not as an afterthought translation - Mobile-first design with voice recording and audio playback, because most of our future users will reach the platform on a phone, not a laptop - Real instrumentation: latency, cost, accuracy and fallback metrics on every interaction, so we can see what is working before our users have to tell us What I am most proud of is not the code. It is what happened when one team member fell ill mid-sprint. The rest of the team picked up the work without missing a beat. No drama, no waiting for permission, no escalation to me. That is what team maturity looks like, and it is rare. The next phase is no longer engineering. It is validation. Over the next two weeks we run structured testing first internally, then with real Ugandan citizens, police officers, legal aid officers and lawyers. Their feedback will shape the platform more than any technical decision we make. Justice. Accessible. That is the goal. We are getting closer. Plexaris - AI for purpose, not just for profit.

we started testing the legal app in Uganda the one that holds 12 specialized agents and 12 layers of anti corruption,. Man the team and I worked hard to make it happen . what was your achievement this week ?

From AI roles and first clients to live receptionist systems and enterprise training deals - this week inside AIS+ showed what happens when builders stop watching and start executing. 🚀 Standout Wins of the Week inside AIS+ 👉 @Griffin Maklansky went from being laid off to landing an AI Workflow Builder role in just 1 month. 👉 @Ahmed Bin Faisal landed another $2,000 USD client — an interior design firm — and broke down exactly what led to the close 👉 @Narsis Amin built a working AI restaurant receptionist handling bookings, availability, and CRM logging end-to-end. 👉 @Josh Holladay closed a $4.5K (+$1K) client with half up front today — and dropped his top 10 lessons from the close 👉 @Dion Wang received his first official testimonial, validating real client impact and around 40 hours/month saved. 🎥 Super Win Spotlight | @Duy Nguyen Duy started as an engineer who was curious about AI — but unsure how to turn that curiosity into something real. After joining AIS+, he went from learning passively to building his own AI-operated business, Sharper Automations. Since then, he has: • Built a 24-agent AI business operating system • Landed 2 local paying clients through word-of-mouth • Created a system that improves itself weekly through feedback loops • Started moving toward his goal of leaving his corporate job His biggest shift? From “Can I really do this?” → to building a real business around AI automation.

Hi everyone! 👋 I’m excited to share my Day 1 win: building my first newsletter using Claude Code. I learned a ton through the process—how Claude Code works, what goes into creating a newsletter from scratch, and where there’s room for improvement. Since this was my first time building something like this, it was a great hands-on experience. Honestly, I’m pretty impressed with how capable the AI is. The result turned out better than I expected—but as a beginner, I’m sure I’ve missed things I could improve. I’d really appreciate any feedback or suggestions on how I can make the newsletter better. Thanks in advance! 🙌