AI product features that help users finish a task

The useful question is where AI removes a difficult step in your product. Studio IDD designs and develops AI features such as semantic search, summarisation and assisted form entry, integrating them into the experience your users already know.

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IDEAS INTO EXPERIENCES

Clarity.
Character.
Craft.

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STUDIO IDD / AI PRODUCT FEATURES
Concept study · Summarise · Suggest · Assist
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A GOOD PLACE TO START

Find the friction before choosing the feature

01

Users may struggle to find information, read long records or transfer details into forms. We review that workflow and define the expected improvement before deciding how AI should participate.

01OUR EXPERTISE

Useful outputs inside a complete user experience

A considered approach, from the first question to the details that make it work.

01

Search and summarisation

Semantic retrieval and concise summaries can help users navigate complex content. Access to the original material remains important for checking the output.

02

Drafting and structured extraction

Editable suggestions and proposed form values reduce repetitive input. Users can inspect and correct the result before relying on it.

03

AI interaction design

Loading, cancellation, editing, retry and failure states explain what the system is doing. Controls let users retain the parts of the workflow that need their judgment.

04

Quality and running cost

Evaluation examples, usage limits and monitoring are planned with the feature. Model choice is assessed against the task rather than treated as a product benefit by itself.

02HOW WE WORK

How a feature reaches users

Each stage moves the work forward. You see the decisions, review the progress and know what comes next.

  1. 01

    Select

    Identify a task and agree what improvement means.

  2. 02

    Prototype

    Test the interface and outputs with representative data.

  3. 03

    Integrate

    Build the production feature and required controls.

  4. 04

    Release gradually

    Review quality and usage before wider rollout.

03BUILT TO HAND OVER

What your team receives

  • The scoped feature, interaction designs, evaluation findings and operational guidance.

AI feature questions

Ema, Studio IDD manager

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Not necessarily. We first review where the feature can connect to the current interface and APIs.
Compare task outcomes and user feedback with the existing workflow. Output quality alone is not enough if the feature is difficult to use.
For assisted workflows, review and correction should be part of the design. The exact controls depend on the task.
Development and running costs depend on existing architecture, data access, response-time needs and usage volume. Those factors are reviewed when the feature is selected, so cost is weighed against the expected improvement. A plan with timeline and price follows the first conversation, once the task and data are clear.
Semantic search retrieves content by meaning, so it can match a query even when the exact words differ, while keyword search matches the terms typed. In a product, semantic retrieval can help users navigate complex content, but the original material remains important for checking results.
Assisted form entry proposes values from the information a user provides, and the user checks and corrects each suggestion before submitting. Loading, cancellation, editing, retry and failure states explain what the system is doing. The design decides which steps a person must confirm.

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Good things work together.

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