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AI integration — experience in development

Use AI where it fits the task

Artificial intelligence may assist with a defined task when its limits, data handling, and quality requirements are understood. It should not enter a workflow merely because the technology is available.

Northbased offers AI integration while building experience in this area. We assess each task honestly, agree a scope we can take responsibility for, and identify where additional expertise is needed. Any use requires explicit client approval.

Defined taskPurpose, data, and quality threshold
Explicit controlApproved, restricted, or fully opted out
Human review and Northbased accountability remain in place.
Start with a defined task and test the results before choosing AI tools.

Assess the task, data, and consequences

We start with the task: what data it needs, how to check the result, and what happens if it is incomplete or wrong.

A defined purpose

Name the task and the business benefit before discussing a model or provider.

A permitted data boundary

Identify confidential material, personal data, retention limits, and provider restrictions.

A human quality standard

Decide who reviews the output and what evidence makes it acceptable for use.

Accountability that remains human

Northbased remains responsible for its work regardless of the tools the client permits.

You decide how AI is used

We agree whether and how AI may be used before processing your material. Credentials and production secrets never enter an AI system.

Approved use

Named providers and tasks operate within agreed security, retention, training, residency, and data-handling requirements.

Restricted use

Artificial intelligence is limited to approved tools, environments, workstreams, tasks, or data classes.

Full opt-out

No client material enters an artificial intelligence system and no engagement work is produced with one.

Experience and responsibility

Northbased will tell you when a conventional system, clearer information, or a smaller automation is a better choice.

Tell us the task you have in mind so we can assess it.

We can help clarify the task, risks, permitted data, and alternatives. That discussion does not commit us to recommending or delivering AI integration.

Our AI experience is developing. Client control, explicit approval, and human accountability remain essential.