KI TAKES STATISTICAL EVALUATION TO A NEW LEVEL
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Artificial intelligence (AI) and data
Let data think, guide strategies and win markets.
How do you cope with the AI hype?
The possibilities of AI are unlimited!
At least that’s what the tech giants and the big consulting firms would have you believe.
In reality, however, things look different!
Identifying the use cases in which AI reliably creates added value in existing systems is a challenge. At the same time, there is a growing realization that AI cannot be used for everything.
Two cases are fundamentally different:
- Incorporating AI into existing systems, processes and business cases?
- New building on a greenfield site?
The greatest possible urgency is being suggested to install AI in every company, every system and every process. However, in many cases this does not make sense because AI does not simply cover all requirements.
For example, the case of ERP systems, where data on the company structure, employee data, invoices and merchandise management are stored and maintained. This data must be stored reliably and securely and is related to each other in specific ways. Evaluations of this data follow a precisely defined logic that is mapped by the ERP application.
AI is not suitable for the basis of the system architecture, but it can certainly create added value in individual parts of the application if it is used precisely there.
A completely different picture emerges when companies or systems are built from scratch!
In this case, it is imperative to anchor the possibilities of AI and its unique nature in the created basis.
Which of these two cases are you currently working on?
Where can I provide support?
The use of AI can become an expensive trap!
Even though chatGPT has now been tested in real-life use for more than 2 years, we are still in a highly experimental environment. Models and possibilities are still changing at breakneck speed and new strengths and weaknesses are emerging almost daily.
I don’t follow the current hype and won’t let you go under the knife to cash in!
My consulting is as individual as your idea and I help you:
– to understand how AI works and what the current state of development is.
– to identify where AI fits into your business model, systems and processes.
– to identify the right systems and training for your employees.
– to identify and quantify the costs and profit potential.
– to develop agile planning and visions of how you can pursue the greatest possible, sustainable success with AI.
As a solution architect, I integrated AI from OpenAI via APIs and prompt engineering into SaaS applications and gained experience with their peculiarities.
My approach
Online visualization of data
If a database already exists, I will be happy to make suggestions as to how it can best be presented online in various charts. If charts are to be integrated into an existing website, I will check in advance whether this will work. If the website is also to be redesigned, this needs to be integrated into the concept from the outset.
It is possible that the collected database will be expanded in the course of a business analysis.
Collecting the data
Let me know what you want to achieve with data and which systems are already in use. Based on this, I will make you a proposal as to where the data should come from and what data is needed for this purpose.
It should be noted that the collection of private data is increasingly regulated by law. This is not fundamentally good or bad. It requires correct, legally compliant handling and confirmation/consent from the person disclosing their data.
Storing the data
Storing data in a database is a science. When dealing with relational databases, it is usually a matter of normalizing data. I would be happy to advise you on which database is appropriate for the relevant use case.
Speed and availability with regard to hosting (today mostly in cloud environments) must be taken into account. At the same time, security aspects must be examined.
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*Your private data is safe with me and will not be passed on. Details can be found in the privacy policy on this website. You will receive various e-mails that will always show you the current status of digitization. Among other things, I will send you information about paid products that I have bought and tested myself. There is no obligation to buy anything and you can unsubscribe from the newsletter at any time. I hope the information is helpful. Christian Liebich