A mix of client systems, open-source infrastructure, and internal products. We build quietly, ship often, and keep sensitive data off the public internet.

Local-first AI engine that ingests, transcribes, tags, and semantically searches HD video libraries without sending sensitive footage to the cloud.
100%
on-device AI

Hippo Campus Protocol — a local memory protocol for agent-native file intelligence. Designed so AI assistants can remember and reason over files without exfiltrating data.
Local
memory protocol

Automated litigation evidence pipeline. Raw employment files go in; ranked, structured facts come out. Replaced 200+ hours of manual review.
232,560
lines parsed

Personal AI assistant infrastructure that runs on user-owned devices and responds across WhatsApp, Slack, Telegram, Discord, Signal, and more.
20+
channels supported

Multi-agent marketing platform with human-in-the-loop approval, autonomous research, and a self-improving RAG knowledge base.
5
specialist agents

Secure, whitelisted evidence portal with email-verified access, custom audio player, and synchronised transcript highlighting. Audits every play and progress event.
3
access layers

Internal CRM and document portal combining client record management, secure form capture, PDF generation, and branded email workflows.
4
document flows

ESP32-based solar tracker with a web dashboard for real-time irradiance forecasting, panel positioning, and weather-driven analytics.
Real-time
forecasting

Language learning application focused on Shona. Built for engaging, repeatable practice with a clean mobile-friendly interface.
Language
learning app

Exam-prep platform with spaced-repetition flashcards, timed simulations, performance analytics, and weak-area targeting. One codebase powers multiple exam suites.
4
exam domains

AI-powered job ad generator that turns role requirements into polished, bias-checked postings ready for recruitment channels.
AI
job ads

Public-facing psychometric assessment MVP for the Kolb Learning Style Inventory, with unique access codes and comprehensive result reporting.
Unique
code system