Automation glossary

Multimodal AI

Multimodal AI is AI that can work with more than one type of input or output, such as text, images, audio, and documents, in the same task.

In plain language

It can read a photo of a receipt or a scanned form, not just typed text.

Example

A workflow sends a photo of a handwritten delivery note to a multimodal model and gets back the items and quantities as data.

Large Language Model (LLM) · Optical Character Recognition (OCR) · Structured Output · Generative AI

Common misconception

Reading an image is not the same as reading it perfectly; blurry, rotated, or handwritten inputs still cause errors.

Implementation guidance

Send clear, well-lit inputs, ask for structured output, validate extracted values, and route low-confidence results to a person.

Primary references

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