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Kirel.ai
04 / Build what fits

Custom AI Systems & Fine-Tuned Models

Build AI-powered applications around your specific processes, information and requirements.

The problem it solves

When Off-the-Shelf Doesn’t Fit, We Build.

Standard AI products may not understand your workflows, document formats or business rules. Adapting your entire operation to a generic tool can create more problems than it solves.

Example use cases

  1. Develop document analysis systems for specialised business records.

  2. Build industry-specific AI applications connected to approved company data.

  3. Adapt an existing AI model for a specialised task when testing shows it offers a clear benefit.

The outcome

A system designed around your actual requirements, with defined performance checks, access controls and handover terms.

And if AI isn’t the answer?

We’ll say so. A simpler process, a conventional integration or a small automation may be all you need.

Fine-tuning means further training an existing AI model on suitable examples for a specific task. It is not required for every solution.

Case studies

See It in Action

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One problem is enough to start

Tell Us What’s Slowing You Down.

Describe the work you want to improve. We’ll help identify a practical starting point, even if the solution is smaller than you expected.