I build the AI systems that actually reach production - Motta Thong, founder of Ongkrong Consulting, Melbourne

Across diagnosis calls with operations-heavy, multi-site organisations — logistics, hospitality, franchise and branch networks, field operations, and financial and professional-services firms — the same constraint appears: leaders want AI outcomes before the operating layer is ready. I map where manual coordination loses time, money or accountability, then build practical AI systems around how the operation already runs.

• The business owner knows AI matters, but does not know where to start.
• The current systems do not communicate, so AI connects the handoffs before the organisation replaces tools.
• The business owner wants to deploy AI for the team with a clear first workflow and guardrails.

The first step is a free 30-minute AI diagnosis call. We talk through where the operation loses time, money or accountability, which workflow to fix first, and the steps that should stay human-reviewed.

From the diagnosis, the work usually becomes a production AI system built around the operation — with a named owner, a runbook, human-review steps and operating controls for cost, accuracy, security and responsible use built in from day one. Those controls are how the system stays live after launch, not a separate product. The people who run the process get the skills to use it safely inside the work they already do.

Heads up: booking and delivery happen on ongkrong.com. The diagnosis opens in a new tab.