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AI App Development Services

AI your users can experience

AI in Product means AI features your customers interact with directly: search, recommendations, personalization, assistants, and the interface itself.

App window with AI search, recommendations and a chat assistant panel
Talk to our team
What we build

AI use cases we build into products

Eight features we add to apps that already exist. Each one tied to something your customers do today.

AI search

Understands natural language, synonyms, and misspellings, so a query returns results even when the words do not match your database.

Converts the searches that currently return nothing.

Recommendations

Suggests the next product, article, or action from behavior, catalog, and context.

Increases what a customer does per session.

In-app AI assistant

Answers questions from the customer's own account and history, and completes actions inside the product.

Reduces support contacts.

Personalization

Adapts content, defaults, ordering, and onboarding to each person.

Reduces drop-off in the first minutes.

Document and image processing

Extracts, classifies, and validates data from what customers upload or photograph, so forms complete themselves.

Removes the steps where people abandon.

Predictive features

Scores risk, forecasts demand, and detects anomalies, surfaced in time to act on.

Turns data you already hold into a decision.

AI-generated content

Produces drafts, summaries, and descriptions for a person to review and approve.

Handles more volume with the same team.

Voice and conversational interfaces

Speech and dialogue where typing is impractical.

Opens the product to contexts and users it does not reach today.
Why Somnio

The AI we recommend is AI we operate

An AI-native product agency

We build the AI feature and the product around it, with one team.

The interface
The release process
The support path

The AI layer gets built once.

On cross-platform products the feature ships across mobile, web, and desktop from a single codebase. Building with Flutter since 2018.

Two Somnio engineers reviewing work together at their desks

Talk to us about your product

Tell us what your customers do in it and where they get stuck. We will tell you which AI features would change that.

Talk to an AI engineer

Ready to Start Your Journey?

Belén
Technical Business Developer

I would love to talk to you about your project or needs.

Fill in the form or send us an email to hello@somniosoftware.com

Schedule a call

Feel free to select a time at your convenience!

Let’s talk!

Got an idea? We’ve got the skills.

Fill out our contact form and we’ll get in touch!

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Questions worth asking

Still have some doubts?
No worries, here are some frequently asked questions that may help you.

How do you add AI to an existing app?

We start from what your customers already do in the product and where they get stuck, then add the AI feature at that point: search, recommendations, an assistant, document processing. The same team builds the feature and the product work around it, including the interface, the release process and the support path, so it ships as part of your app rather than as a separate tool.

What AI features actually get used?

The ones tied to something customers already do. Search that understands intent, recommendations, forms that complete themselves from an uploaded document, and assistants that answer from the customer's own account tend to pay off, because they remove friction at an existing step instead of adding something new to learn.

Will it work with our existing product and stack?

Yes. These are features we add to apps that already exist, so the work includes integrating with your current backend, data and release process. On cross-platform products the AI layer is built once and ships across mobile, web and desktop from a single codebase.

How do you stop it giving wrong answers?

By grounding it in your own data and limiting what it can do. Assistants answer from the customer's account and history rather than from general knowledge, generated content goes to a person to review and approve, and the feature is tested against real cases before release and measured after it.

How much does it cost to run?

It depends on usage, since every AI request has a cost. We estimate the cost to build and to run before starting, and keep it under control in production by choosing the right model for each task and caching what repeats. You see the expected running cost before you approve the work.

Can we build this on mobile?

Yes. Mobile is where most of our work is. We have been building with Flutter since 2018, and on cross-platform products the AI feature ships across mobile, web and desktop from a single codebase.

How long before users see it?

It depends on the feature and on the state of your data. We scope a first feature narrowly so it can reach users early and be measured, and you get a clear timeline before anything is built.

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