Bring practical AI features into your product, from intelligent assistance to content and workflow tools.
For teams with a specific repetitive task, assistance feature or information workflow that could benefit from an AI integration.
Practical assistance built into the tools your team already uses — with sources, controls and a human decision at the end.
- Grounded answersResponses point back to the content they came from.
- People in the loopDrafts wait for review before anything is sent.
- Defined failureClear behaviour when a model is unsure or unavailable.
- 01Users need help working with content or finding useful information.
- 02A repetitive workflow could benefit from structured assistance.
- 03You want to test an AI feature before investing in a larger product change.
Teams exploring a specific AI feature, reducing repetitive work or improving how users find and work with information.
A focused AI feature with clear user controls, defined failure behaviour and a practical approach to reviewing its output.
Deliverables we can agree- AI use-case discovery and prototyping
- OpenAI and Gemini API integrations
- In-app assistants and content workflows
- Structured outputs and error handling
- Usage controls and human review points
Common questions about building your next product with Clonosys.
Ask something elseNo. A focused prototype can help evaluate one use case, the expected user experience and the quality of the output before expanding the scope.
No model is error-free. We plan for validation, uncertainty and human review where the use case needs it, and define how the interface handles unsuitable or unavailable responses.
Model and service usage depends on the feature, volume and provider. We discuss usage controls and ongoing service costs during scoping.
Bring the idea, the challenge or the unfinished product. We’ll help you shape a clear way forward.