AI Applications

Build products where AI creates real value.

We design and develop AI-powered applications that solve specific user and business problems. Rather than adding AI because it is fashionable, we identify where models, agents or intelligent workflows can make a product faster, more useful or more capable.

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What are AI Applications?

AI applications use machine learning or generative AI capabilities as part of a broader digital product. This can include intelligent assistants, document processing, recommendations, classification, content generation, search, agents and workflow automation.

When do you need an AI Application?

AI is useful when a product needs to process large amounts of information, understand natural language, automate repetitive work or provide capabilities that traditional software cannot deliver efficiently. We help determine whether AI is actually the right solution before building it.

Our approach

We start with the user problem and define what the AI needs to achieve. We assess feasibility, data, model requirements, evaluation criteria and product experience before implementation. We then integrate the AI capability into a usable product and iterate based on real-world performance.

Deliverables

AI product strategy
AI feature design
LLM integrations
AI assistants and copilots
Retrieval and knowledge experiences
AI-powered workflows
Model and API integration
Evaluation and iteration

Why Revolt

We approach AI as a product capability, not a standalone technology project. Our product designers make the experience understandable and useful, while engineers handle the technical integration and performance considerations.

Frequently asked questions

Do you build AI products from scratch?

Yes. We can take an AI product from concept and validation through design and development.

Do you work with existing AI models?

Can you add AI to an existing product?