AI Transformation

Generative AI Integration

Build applications that help teams draft, summarize, search, and reason with business information. Connect model capabilities to the context, controls, and user experience the task requires.

AI Transformation / Specialist service

Make generative AI useful in real workflows.

Build applications that help teams draft, summarize, search, and reason with business information. Connect model capabilities to the context, controls, and user experience the task requires.

Discuss your project

01 / Grounded assistance

Grounded assistance

Connect approved knowledge sources to the application and make supporting information available where the workflow needs it.

02 / Purposeful generation

Purposeful generation

Design prompts, templates, and review steps for the actual task, whether it is a document draft, summary, or structured response.

03 / Evaluation and controls

Evaluation and controls

Test representative questions and failure cases. Address inappropriate disclosure, unreliable answers, and the need for human review.

04 / Your project

Talk through your use case

Discuss generative ai integration in the context of your current systems, your team, and the outcome you need. Define a focused starting point before implementation.

Talk to DEQX

Clarity before commitment.

Shape the engagement around the work you need. Specific deliverables, access, responsibilities, and acceptance criteria are agreed during discovery.

What we start with

  • Workflow examples and process owners
  • Approved data and system access
  • Quality, security, and review requirements

What the scope can cover

  • Grounded assistance
  • Purposeful generation
  • Evaluation and controls

What we agree together

  • A defined scope and prioritized delivery plan
  • Review points and acceptance criteria
  • Documentation and ongoing ownership

A practical path from idea to operation.

A staged approach gives your team clear review points. Timing and responsibilities depend on the scope and the readiness of the systems involved.

  1. 01

    Define the task

    Agree the workflow, users, data sources, and the evidence needed to judge whether the approach is useful.

  2. 02

    Test the approach

    Evaluate representative examples, failure cases, and human review needs before expanding the scope.

  3. 03

    Build and integrate

    Connect the agreed capability to the application and its permitted tools, with access and exception handling defined.

  4. 04

    Prepare to operate

    Document evaluation, monitoring, ownership, and the improvement cycle needed after release.

Before we begin

Useful answers. Clear expectations.

A few questions to help frame your generative ai integration project.

How do you handle incorrect or unsupported answers?

We combine task-specific evaluation, relevant source retrieval, output constraints, and review or escalation paths. The approach reduces risk but does not assume a model is always correct.

How is the scope and delivery plan defined?

We begin with your current situation and the outcome you need. For this service, the discussion covers grounded assistance, purposeful generation, evaluation and controls. Deliverables, dependencies, review points, and commercial terms are agreed before implementation.

What happens after the initial delivery?

Handover, maintenance, and ongoing improvement are discussed as part of the engagement. The arrangement depends on your internal team, the systems involved, and the operating responsibilities you want DEQX to support.

Let’s talk about your project

Bring us the challenge. Let’s shape the next step.

Tell us what you want to improve, what you have today, and the constraints that matter. We’ll help define a practical starting point.

Start a conversation

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