AI & business implementation
Context
Your team spends a lot of time on repetitive work or on processing large amounts of documents and information, with a risk of errors, especially under pressure. AI keeps coming up in your discussions, but no one is quite sure where to start or what is genuinely possible with your current documents and processes. The risk is choosing a generic tool that does not fit the rules of your business, or aiming too broadly and ending up with nothing genuinely usable.
My role
I start from your actual work, not from the technology. Together with your team, I identify the tasks that take time and remain prone to error. I distinguish between uses that can be tested quickly and those that require deeper integration with your other systems or existing processes.
I then build the solution around your own documents, not generic examples. The result is adapted to your reality and can be assessed by the people who know this work best.
I test the result against cases where the outcome is already known, to check whether the solution reaches the same conclusion as a person would. I clearly document what has been validated and what has not yet been validated.
My business analysis background helps me determine where a human needs to remain in the loop when the result has consequences for your organisation, and distinguish the reasoning produced by the model from conventional business calculations that are verifiable and reproducible.
A concrete example
For a company in the construction sector, I supported the implementation of an AI-assisted solution for three repetitive steps in the pricing and sales process. The project started with a day on site to identify the most relevant cases and gather the company's actual documents. The solution was then tested against dozens of historical files, with a clear document showing what had been demonstrated and what had not yet been demonstrated.
Let's talk. Are you wondering what AI could genuinely bring to your team? Describe the work involved: we will start from your reality, not from a list of features.