Based in Brazil · Remote delivery
AI integration development
Integrate AI assistants, document search and classification into your product or operations, with defined data access, evaluation and human review.
A solution shaped around the need.
An AI feature should have a defined job, relevant information and clear limits. We help you identify a practical use case and integrate suitable models into the tools your customers or team already use. That can mean answering questions from an approved knowledge base, supporting an internal task or classifying incoming information for review.
When this service fits
- An assistant using approved business documentation
- Support triage or document classification
- AI capabilities inside an existing web product
Scope and deliverables
What your project can include
- Use case discovery and a defined evaluation approach
- An agreed model and provider integration
- Knowledge or data connections within the approved scope
- An interface or API for the intended workflow
- Human review and fallback behaviour where required
- Usage visibility and technical handover
The final deliverables, schedule and commercial terms are defined in the proposal for your project.
How we approach this work
We review the information the model may access, the actions it may take and how output will be checked. Provider charges, data handling requirements and limitations are considered before implementation. AI output can be incorrect and needs an evaluation process.
Questions about ai integration development
Can an assistant answer from our own documents?
Yes. We can scope document retrieval and answer generation around approved sources. Access controls, document preparation and evaluation are part of deciding how the feature should work.
Can you add AI to an existing application?
Yes. We assess the current architecture and the workflow before selecting an integration. A useful first release can focus on one task instead of replacing the entire product.
Are model usage costs included in development?
Third-party model and infrastructure usage are identified during scoping. Recurring provider charges and the development work are discussed separately so the operating costs are visible.
Let’s make the next step clear
Tell us about your project.
Share the problem, your current setup and what you want to achieve. We will review the brief and reply in English with the next steps. The enquiry is free and carries no commitment.