Work

Six products shipped. Every one still in production.

AI platforms, industrial automation, enterprise systems and digital products.

Insurance / AI

InHelper

The problem

Insurance case processing depended on manual document handling and manual reporting. A single case took days, and the load fell on people who should have been assessing claims.

What we owned

The full platform — architecture through delivery. PDF parsing, call transcription, structured data extraction and automated report generation in one workflow.

What changed

Processing dropped from days to hours. Reporting accuracy improved and administrative workload fell.

Industrial automation

AMOS

The problem

Changing automation on a production line was slow and expensive, so the manufacturer effectively couldn't experiment. Every adjustment carried a changeover cost that made iteration uneconomic.

What we owned

An automation operating layer over a cloud IoT backbone. Engineering teams deploy workflow changes to live production systems remotely, adjust logic against real equipment, and monitor execution cycles as they run.

What changed

Faster deployment, less downtime, better operational visibility. Experimentation that had been too costly became routine.

Manufacturing

Order-to-Execution

The problem

Production orders were typed into specialised equipment by hand. Manual entry meant delays and recurring errors on the factory floor.

What we owned

A Windows-based automation system that takes validated orders and translates product configurations, sizing specifications and machine parameters directly into machine-ready instructions.

What changed

Manual operator input was eliminated from the order path, errors fell, and production workflows ran faster.

IoT / analytics

Machine Monitoring

The problem

Most machines on the floor weren't connected to any network. There was no way to see alerts, warnings or throughput without standing in front of the equipment.

What we owned

A monitoring system using IoT cameras to read machine screen output directly — no retrofit, no machine integration — converting alerts and operational indicators into structured analytics.

What changed

Failures get caught earlier, downtime fell, and operations gained visibility into equipment that had been invisible.

AdTech / AI

WhatIf

What it is

An AI analytics platform for installation advertising — campaign performance analysis, behaviour pattern recognition, conversion analytics and automated recommendations.

Communications

nuMessage

What it is

A secure communication platform — encrypted messaging and voice on a privacy-first architecture.