One Photo. Done.

AI for the Real World

A customer books an air conditioner cleaning. Do I have a stand air conditioner or a smart air conditioner? They both look similar, so they choose what seems right. The partner arrives, takes one look, and says, “You chose the wrong product. The price for your air conditioner is 20,000 won more.” Nothing technically went wrong. But the experience is broken.

Customers Were Never Supposed to Be Appliance Experts

Booking a home service should not require product knowledge but for years, it did. Is it a stand air conditioner or a smart air conditioner? Is the ceiling cassette 1-way, 2-way, or 4-way? Do I have a commercial model or a residential model? There are thousands of different products. These are industry-specific distinctions most people have no reason to know. And yet, getting them wrong meant a price change at your door. We saw how customers tried to work around this. Some asked their landlord. Some uploaded a photo to ChatGPT to figure out the model. Some searched online and hoped for the best. Then they came back to Miso and still had to choose manually. You wanted to hire someone to clean your air conditioner. Instead, you got a research job. Now you do not have to.

Just Take a Photo

When booking an air conditioner cleaning, you can take a photo in the Miso app. Our AI identifies the exact appliance type, from wall-mounted and stand units to ceiling cassette variations, and shows you the right product and price before you confirm. No guesswork. No jargon. No surprises at the door. The photo is also shared with your service partner ahead of time, so they arrive knowing exactly what they are working with. If the AI gets it wrong, you can still adjust it yourself. This is the kind of problem we focus on at Miso.

Why This Matters

We build technology to make everyday life offline better. That means fixing the moments where things quietly break. When customers are forced to guess. When expectations do not match reality. When a small error turns into an uncomfortable conversation at the door. You just want a clean air conditioner. Everything between that intent and a confirmed booking should feel simple. Now it does.

The Right Time to Book

This launch comes at the start of the air conditioner cleaning season. Every year, demand increases as the weather gets warmer. Availability gets tighter, schedules fill up, and prices go up. Miso introduced early bird cleaning to change that. If you are going to get your air conditioner cleaned anyway, it makes more sense to do it earlier when it is cheaper. By booking in March and April, customers can secure lower prices before peak season begins. At the same time, partners can work beyond the typical two or three month rush, creating a more balanced and predictable system. Now, with photo-based identification, you not only get the best timing, you get the right price upfront.

What’s Next

Air conditioner cleaning is the starting point. Washing machines, dryers, and other appliances are next. You should not need to become an expert in your own home just to get it serviced. Ask Miso. Done.