Fresh Kiwi · AI consultancy

Use the simplest architecture capable of solving the problem.

Not every problem needs an AI agent. Fresh Kiwi selects the right combination of rules, workflow, AI, tools and human oversight for each task.

Capabilities

Automation patterns

01

Simple automation

Fixed rules for predictable work.

02

AI-assisted workflows

AI assists; people decide.

03

Deterministic workflows

Controlled steps with fixed logic.

04

AI workflows

AI handles unstructured information inside bounded flows.

05

Agentic workflows

An agent plans and performs multiple tool-based steps.

06

Multi-agent systems

Multiple specialised agents collaborate only where justified.

07

Human-in-the-loop

Human approval remains at critical points.

Next step

Architecture follows the problem — not the hype.

Discuss an automation