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Integrate AI

AI Integration & Automation

We integrate AI into specific tasks such as searching company information, extracting document details and preparing drafts for review. We evaluate quality, review effort and running costs before recommending whether to expand the work.

What the work includes

An evaluated AI workflow and rollout decision

For tasks with suitable source information and results that can be assessed against clear criteria.

The scope is agreed before work begins. Depending on your requirements, it can include:

  • A defined task, current-process baseline and evaluation criteria
  • A pilot using representative data you are authorised to use
  • Results covering quality, errors, review effort, response time and usage costs
  • Application connections, access permissions and human review steps
  • Monitoring and operating guidance for any production rollout in scope

AI assistants

Retrieve information from approved sources and show source references alongside generated answers for review.

Document processing

Extract, classify or draft information, then pass the results through checks and approval steps.

Evaluation & human review

Assess mistakes and define access restrictions, review requirements and actions that need human approval.

How we deliver this service

  1. 01

    Define the task

    Establish the current process and criteria for evaluating AI results.

  2. 02

    Prepare the pilot

    Select representative examples and agree data access and review responsibilities.

  3. 03

    Evaluate results

    Assess errors, review time and costs against the current process.

  4. 04

    Review the decision

    Decide whether to stop, revise or proceed with integration based on the evidence.

  5. 05

    Technical enablement

    Explain the workflow, evaluation results, review requirements and operating procedures to the people responsible for it.

Tell us what you need.

Tell us about your current systems, the help you need and any deadlines or constraints. We can deliver defined work or contribute alongside your team.

Discuss your project