AI: Relative intelligence, yet very useful
We talk about Artificial Intelligence (AI), yet machines are still far from achieving what we understand by intelligence. Take the recent example of an excellent language model that has no common sense and is therefore not intelligent. Even if AI is not intelligent, that doesn’t prevent it from being useful in a multitude of situations. Today, AI models are used in all sectors: manufacturing, finance, energy, and healthcare, for example.
Once the domain of research labs and large technology companies a few years ago, artificial intelligence is now accessible to any business . The factors that have led to such growth are multiple: decreasing storage costs, increasing computing power, and the ease of use of AI tools. That said, for companies to successfully jdhs soccer girls play for pride achieve their data-driven transformation, three complementary areas must be considered:
- use cases,
- talents,
- a common language.
Identify relevant use cases for your business
To identify the most interesting use cases, companies can use a three-step approach:
Step 1 – Identification
One or two brainstorming sessions with stakeholders are a great starting point for listing use case ideas. This involves combining a top-down approach based on needs or desires with a bottom-up approach based on the company’s available data.
Step 2 – Selection
Use cases are roughly placed on a benefit/impact matrix. The goal is to separate them into groups. Two to five use cases are then selected to strike a balance between ideas that are easy to implement immediately and promising but more complex projects.
Step 3 – Definition
The selected use cases are then detailed using a canvas. An example of a canvas is provided below (Figure 1: the Data Initiative Canvas) . The usa b2b list purpose of the canvas is to ask the right questions about the project. It also serves to align all stakeholders on the initiative. Note that the document will evolve over time.
For these three steps, it is necessary to find the right balance in terms of the time to be devoted to them as well as the stakeholders to be involved in order to be able to move forward in a reasonable manner.
