Plexaris Uganda - HAKI is live · AI Automation Society

Plexaris Uganda - HAKI is live

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.

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