Web and dashboards
Search, summarisation, drafting and classification inside an existing interface.
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Add Useful AI Capabilities to the Systems You Already Use
We bring AI into the website, application or dashboard where your users already work.
Integration examples
AI becomes useful when it is connected to the right interface, data and permission model.
Mobile applications
Image, text or location-based AI services within the mobile journey.
Knowledge access
Assistants that answer from approved documents and point to their sources.
Technical scope
Architecture
- Data boundaries
- Model/API choice
- Cost and latency goals
Integration
- Server connection
- User interface
- Error management
Quality
- Test set
- Answer controls
- Monitoring
Integration process
Review
Inspect the current system, data and user roles.
Prototype
Test the critical scenario with a limited data set.
Production
Deploy with security, cost and failure controls.
Mobile AI integration in practice
KAM combines a plant-identification service with a mobile experience, maps and local flora content.
Frequently Asked Questions
Can AI be added to an existing website?
Yes, when the platform can be extended safely through server-side code or APIs.
Is all data sent to the model?
No. Data flow should be minimised and controlled; sensitive cases may require masking or alternative architecture.