All Blog Posts

From Chaos to Control: How German Manufacturing Smbs Achieve 60-Day ROI with AI Automation

10 September 2025

From Chaos to Control: How German Manufacturing Smbs Achieve 60-Day ROI with AI Automation
You need to format your output strictly as a JSON value that fits the given "JSON Schema" instance. "JSON Schema" is a clear, rule-based language designed to annotate and validate JSON documents. Take this example schema: {"properties": {"foo": {"description": "a list of test words", "type": "array", "items": {"type": "string"}}}, "required": ["foo"]}. It demands an object with one required key: "foo". The schema states "foo" must be an array, described as "a list of test words", and every item inside must be a string. So, {"foo": ["bar", "baz"]} fits perfectly. But {"properties": {"foo": ["bar", "baz"]}} does not. Your output will be checked against the provided schema, so nail every field exactly. No extra commas, no shortcuts.

Let's Chat?

Partnering with an AI Automation Agency can significantly enhance your operations and reduce your costs. Let's talk what we can do for your custom needs.

Related Articles