APPLIED LANGUAGE MODELS

Build intelligence into the product itself.

Purpose-built applications for search, document understanding, content workflows and decision support.

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LLM Applications illustration
LLM Applications

A foundation for
your next opportunity.

Large language models become useful business software when they are connected to a well-defined task. DeX0S develops applications that combine model capabilities with your data, product interface and operating rules. Build document review tools, knowledge search, research workspaces or assisted content workflows around specific user needs. Model selection, retrieval, evaluation and cost visibility are considered together. The application remains the focus: a coherent experience that helps people complete work, understand the basis of an answer and apply their judgement where the model’s output requires review.

01 / CAPABILITY

Knowledge search

Retrieve relevant information from approved sources and present useful supporting context.

02 / CAPABILITY

Document workflows

Support extraction, comparison, classification and drafting within defined review processes.

03 / CAPABILITY

Product intelligence

Embed language-model features into existing products and user journeys.

04 / CAPABILITY

Model integration

Connect selected providers with configurable prompts, policies and service boundaries.

05 / CAPABILITY

Quality evaluation

Create representative test sets and review outputs against task-specific criteria.

06 / CAPABILITY

Usage visibility

Track model activity, response behaviour and operating costs across application features.

HOW IT COMES TOGETHER

Designed around
the way you operate.

01 /

Define the application

Specify the user task, output requirements and review responsibilities.

02 /

Prepare the data

Assess source quality, permissions and the retrieval or processing approach.

03 /

Build the workflow

Connect models, data, interface components and application controls.

04 /

Evaluate usefulness

Measure output quality and refine the experience against real work scenarios.

A CLOSER LOOK

Your questions.
Clear answers.

Can the application use more than one model?

Yes. The architecture can support multiple providers or models where the use case justifies it, with routing and evaluation criteria defined in advance.

Can outputs include sources?

Source references can be included when the application retrieves information from accessible material. The design should distinguish retrieved evidence from model-generated interpretation.

Can the application run with restricted data access?

Access boundaries can be designed around approved datasets and user roles. The suitable deployment and provider arrangements depend on the organisation’s requirements.

YOUR NEXT CHAPTER STARTS HERE

Ambition deserves
exceptional infrastructure.

Bring us the opportunity. Let’s shape the technology that moves it forward.

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Digital assets. Intelligent systems. Your vision.