AI basics

What is a multimodal AI?

KKahu team·Updated 2 Oct 2026·5 min read

Illustration for the KahuLogic guide: What is a multimodal AI?
Quick answer

A multimodal AI can take in, and sometimes produce, more than one kind of information: text, images, audio and video. You can show it a photo and ask a question about it, talk to it instead of typing, or ask it to read a screenshot. Many popular AI assistants now work this way.

Modes, explained

A mode is a type of information. Early chat assistants handled one mode: text in, text out. A multimodal AI handles several. It can look at a picture, listen to speech or read a PDF with charts, and combine what it finds with your written question. Some can also reply with an image or a spoken voice.

Textmessages, documents and web pages
Imagesphotos, screenshots, scans and diagrams
Audiovoice notes, calls and spoken questions
Videoclips and recordings, in some tools

Why it is useful

Real work is not all typed. Customers send photos of a broken part, voice notes on WhatsApp, and screenshots of an error. Receipts arrive as pictures. A multimodal AI can deal with these directly instead of needing someone to type them out first.

Practical uses for a small business

  • Read a photo of a receipt or invoice and pull out the supplier, date and total.
  • Describe a product photo and draft a listing or a social post from it.
  • Look at a customer's photo of a problem and suggest the likely issue, for you to confirm.
  • Turn a voice note into text and a short summary.
  • Explain a chart or a screenshot in plain words.
Where Kahu fitsKahu AssistKahu Assist is an AI agent that runs your website, marketing, bookings and follow-ups from one chat, and asks before anything goes live. You keep the yes; it does the typing.Connects to your site, WhatsApp, calendar and emailAsks before anything goes liveSet up from one 15-minute chatSee Kahu Assist →Fill Thursday’s empty slots and let the cafe know the new brunch hours.Kahu · 3 actions readyTwo Thursday gaps at 11:00 and 14:30. Drafted messages to 6 waitlisted customers.Updated the hours on your site and Google profile to Sat–Sun 8–2.One post about the new hours, using your Sunday counter photo.ChangeApprove all

What to double-check

  1. 1Numbers read from imagesBlurry photos and handwriting cause misreads. Check totals, dates and phone numbers.
  2. 2Judgements from a photoA picture can hide what a person on site would notice. Treat a diagnosis as a suggestion.
  3. 3PrivacyPhotos and recordings can contain faces, addresses and card details. Only share what the task needs.
  4. 4Generated imagesMake sure an AI-made image does not mislead customers about your real product.

Frequently asked questions

Is multimodal AI different from generative AI?

They overlap. Generative AI creates content. Multimodal describes how many kinds of input and output it handles. Many tools are both.

Can multimodal AI watch a video?

Some tools can take a video or frames from it, but support varies. Check the tool's own help pages for what it accepts.

Do I need a special tool for this?

Often not. Many general AI assistants already accept photos, files and voice.

Further reading

  1. NIST AI Risk Management Frameworknist.gov
  2. OECD AI Principlesoecd.ai