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AI and automation

Anthropic

Technology in service of the outcome.

Integrate Claude into knowledge, coding and business workflows where evaluation shows a good fit, with explicit tool permissions and accountable human review.

A precision robotic arm moves an unmarked component through a supervised workflow bench with an illuminated approval control.
Illustrative technology application.

The starting point

What needs to change.

  • Existing systems, data quality and team workflows need to inform the solution before configuration or development begins.

  • Technology selection needs a clear business outcome, integration plan and accountable operating owner.

What we deliver

From opportunity to working systems.

01

Knowledge and document workflows

Connect approved source material to tasks such as finding information, preparing summaries and drafting work for review.

02

Agent-assisted operations

Design structured workflows with bounded tools, clear task state and escalation when a request falls outside scope.

03

Model evaluation and operations

Validate quality on representative tasks and manage changes through a repeatable evaluation and release process.

Illustrative solution architecture

How the pieces work together.

Bring context into the workflow, connect the right solutions, and make progress visible.

01 Understand the context

Signals & knowledge

Use the context and information already in place.

  • Business priorities
  • Trusted knowledge
  • Operational data

02 Connect the solutions

  1. Knowledge and document workflows

  2. Agent-assisted operations

  3. Model evaluation and operations

03 Put it to work

  • Teams & operations

    Connect people and systems to the next useful action.

  • Measured outcomes

    Track agreed measures, learn, and improve the workflow.

Our approach

A clear path into delivery.

Start with the business problem. Make each stage useful, reviewable and owned.

  1. 01

    Define the workflow, users, data boundaries and acceptance criteria.

  2. 02

    Validate the proposed configuration and integrations with representative examples.

  3. 03

    Release a working increment with documentation, monitoring and a clear handover.

Explore the detail

Related work and resources.

See the approach in context. Client engagement stories are anonymised; related examples may come from other sectors or platforms.

Your next move

Bring us the business problem.

We will help you define a useful starting point, the expertise you need and a practical path to delivery.

Your Emerge companion

AI thinking. Human expertise.

A good place to start

What could we
build together?

Explore an idea, shape a project, or get help from our team. We’ll find the right next step with you.

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