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Data Model Development

A modern desk setup featuring a large monitor displaying a risk register interface and map, a mechanical keyboard with a wooden wrist rest, and various productivity accessories.

CASE STUDY Turning a Complex Risk Model into a Scalable Traffic Safety Platform Overview From manual risk assessments to a system-driven safety platform. ​ This project shows how Parallaxx replaced document-based risk assessments with a consistent, auditable platform that supports safer decisions across temporary traffic management projects. Executive Summary Parallaxx is a New Zealand traffic […]

Sandy 1.0 AI-Powered Internal Support Chatbot

An ASUS Zenbook laptop displaying a business dashboard with a blue "Chat with SANDY" customer support pop-up window in the foreground.

CASE STUDY SANDY 1.0 – AI-Powered Internal Support Chatbot Overview Information Friction & the Need for AI Knowledge Management As organisations expand, internal knowledge often becomes siloed across various platforms, documents, and departments. The result is information friction: employees waste time searching for basic answers, repetitive questions overload support teams, and momentum is lost navigating […]