You want to know which repetitive tasks you can hand to AI, and which you can't.
AI integration consulting for business processes
A convincing demo tells you little about how it will do with your documents. So I start from one concrete case, test it on real data and measure how often the result is correct.
Where a mistake is expensive, a person checks the result before it becomes final.
How I approach it
The most common mistake I see is not knowing how to ask the model for things. A vague request gets a vague result, and the conclusion is that AI doesn't work for that task.
An important part of the consulting is exactly this: working out which information you need and in what form, then writing instructions and examples that get the model to give it to you consistently. Finally I measure the results on your data, so we know how far it can be trusted.
When it helps
- Your team spends hours reading, sorting or retyping documents.
- You have a specific idea, such as classifying documents, answering requests or extracting data, and want to know if it works.
- You want to add AI features to business software, a website or a plugin you already have.
- You're worried about cost, reliability and where your data ends up.
What's included
- Process analysis to choose which task to start with.
- A prototype on real data, so you see results before investing.
- Integration into your existing software, through model APIs (OpenAI, Anthropic and others) or MCP servers.
- Running-cost estimates and choosing the right model for the task.
- Review of data handling and GDPR safeguards.
How it works
- Mapping
We look at your processes together and pick one concrete case to start with.
- Prototype
A test on real data, measuring how often the result is correct.
- Decision
With the prototype's numbers we decide whether to go ahead, adjust or stop.
- Integration
Development inside the software you already use, with the checks it needs.
An example
WordPress product
A plugin that writes SEO content from the site itself
A commercial WordPress plugin that generates search content from what the site already contains, using the available MCP servers.
Job listings portal
Applications from the website, CVs read by AI
A WordPress plugin that shows on the site the listings the HR team publishes in the backend and collects applications, plus an AI workflow that reads CVs and sorts them.
What you get
- Prioritised use-case analysis.
- A working prototype with measured results.
- A documented production integration.
FAQ
Does AI replace people?
In the cases I work on it takes away the repetitive part, and decisions stay with people.
Is my data used to train the models?
It depends on the provider and the contract you choose. Choosing settings and providers that suit the data you handle is part of the consulting.
Further reading
How to ask an AI model for what you need when it runs inside a business process
Sorting CVs, extracting data, answering requests: how to write the request, get structured output, measure errors and handle personal data under the GDPR.
Let’s talk
info@giusepperusso-dev.itWant to know if it fits your case? Send me a couple of lines about the problem: I reply within 24 business hours.