Case Studies

Real work, taken off real teams

The problem, what we built and what changed for the business. We measure our work in staff-days returned, not features shipped.

Enterprise AI

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AI agent ReinVend Solutions · Vending operations · Singapore · 2026

Five days of five-person work, done in minutes.

The problem. Reconciling payment data against vending-machine telemetry, covering refunds, mismatches and customer sales reports, took five administrators at least five days, every cycle.

What changed. An AI agent trained on the full process now runs the whole cycle in minutes. The admin team works on tasks that need judgment.

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Before5 administrators · 5+ days per cycle
AfterThe full cycle in minutes
ScopeAround 40 customers
AI agent Imagenz · ISO & compliance consultancy · 2026

One founder's expertise, now working every account at once.

The problem. After five-plus years of running ISO consultancy by hand, the founder's time was the bottleneck: every engagement meant endless follow-ups, paperwork and audit requirements.

What changed. An AI compliance agent follows up with clients, keeps documents current, tracks audit timelines and prepares each client for their yearly audit.

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BeforeOne founder, every account by hand
AfterFollow-ups, documents and audit prep run by the agent

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