AI implementation for businesses
AI can help search information, support customers, classify documents, and automate tasks. We start with a measurable use case and build a secure, evaluated solution.
Is this the right service?
When it is a fit
- The team wastes time searching for information.
- Customer support is repetitive.
- You need to classify or extract data.
- You want to automate a process with AI.
- There is a measurable use case and data.
When it is not
- There is no data or clear use case. Start with a discovery.
- A simple rule or FAQ solves it. AI may not be necessary.
- It is a high-risk decision without human review. It requires governance and oversight.
- You need document search. RAG is the right pattern. See RAG for businesses
- You need a specific tone or format. Fine-tuning may be the right approach. See AI model fine-tuning
What is included
- Use case and data review.
- Design and evaluation.
- Implementation and integration.
- Human oversight and documentation.
How it works
- Review the use case and data.
- Design and evaluate.
- Implement and integrate.
- Document and monitor.
Before we start
What we need
- Use case.
- Data.
- Responsible contact.
- Budget.
What is not included
- Model licenses.
- API usage.
- 24/7 support.
Typical cases
Manual search
RAG over internal documents.
Email classification
Fine-tuning or rules.
Data extraction
AI for invoices or forms.
Frequently asked questions
When do I not need this service?
If there is no data or use case, start with discovery; if a rule solves it, AI may not be necessary. See the When it is not section.
Do I need a lot of data?
It depends. RAG often works with documents; fine-tuning requires a labeled dataset.
Can AI make mistakes?
Yes. We design with human review and quality metrics.
Are models and usage included?
They are quoted separately depending on the provider and usage.
How is it evaluated?
We define an evaluation set and metrics before implementation.
Is it secure?
We use access control, data minimization, and a DPA when applicable.
Not your case?
If you need document search., the recommended service is RAG for businesses.
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