Possibility 01
Add reviewed text summarisation to an existing case-management tool.
Websites, applications & products
AI features for existing applications
Introduce a focused AI capability into a product or business application you already use or own.
Explore an AI featureAdd useful AI to what already works.
Find the right insertion point
Review the user journey, architecture and data permissions.
Implement the bounded feature
Connect the model or service with fallbacks and clear user controls.
Test the change in context
Evaluate outputs and check that existing application behaviour remains dependable.
Explore each step. The approach is shaped around your tools, people and review needs.
See how it could workThe work behind the idea
Add useful AI to what already works.
An existing application may benefit from a specific capability such as summarisation or intelligent search. Extending that product requires understanding its current architecture and users before introducing new behaviour.
Possibility 02
Introduce natural-language search over approved records in an existing application.
Illustrative use cases, ready to adapt to your business. These are not claims of completed client work.
From question to a workable approach
How this could
come together.
- 01
Find the right insertion point: review the user journey, architecture and data permissions.
- 02
Implement the bounded feature: connect the model or service with fallbacks and clear user controls.
- 03
Test the change in context: evaluate outputs and check that existing application behaviour remains dependable.
Define it together
A useful scope.
A clear starting point.
Available to discuss and scope. The right approach depends on your systems, information, people and the decisions you want to support.
What we can scope
- Review the existing architecture, user journey and integration options.
- Implement the agreed AI feature with permissions, fallbacks and evaluation.
What helps us get started
- Application access, architecture and integration documentation
- The proposed feature and representative user tasks
- Data permissions and existing release or testing requirements
Worth thinking through
An AI feature must respect the host application’s authorisation and change-management rules. Existing users need a workable fallback when the AI service is unavailable or uncertain.
Let’s talk about your next step
Where could AI make your application more useful?
Show us the existing experience and the task you want to improve. We can scope a feature that fits your architecture, permissions and review requirements.
Explore an AI feature