Forecasting with modern
AI approaches
With a proof of concept quickly to an individual AI-based forecast
Whoever has the more accurate forecasting method wins. The more precise the forecast results, the better the company can prepare for new events and trends. Modern AI approaches with neural networks and machine learning promise significantly more accuracy in this context.
Nevertheless, many companies are still hesitant to introduce it. There are too many unanswered questions: Which AI approach or mathematical model is the best fit? How can the new methods be integrated into existing planning solutions? And is it even worth the effort?
We have the answer for you! Our forecasting framework gives you an easy introduction to the topic and quickly produces visible results. This means you can benefit from the advantages of AI-supported forecasts in no time at all.
Your initial situation:
- Difficulties in forecasting future sales
- High time expenditure and uncertainty with manual forecasting methods
- Need for fast, precise and cost-efficient forecasts
- Competitive pressure due to dynamic market changes
- Need to integrate state-of-the-art forecasting techniques
- High volume of data without the possibility of using it for accurate forecasts
What you get:
- Quick initial results thanks to ready-made templates
- Low manual effort thanks to automated processes
- Early detection of trends and ability to react quickly
- Transparent and comprehensible basis for decision-making
- Cost savings through efficient use of consultant days
- Assessment of forecast quality by experienced data science experts
Content of the workshop:
- Provision and setup of the predictive forecasting framework
- Analysis and preparation of customer data for the forecasting process
- Creation of forecasts with 22 different models
- Automatic selection of the optimal algorithm for each time series by using ensemble methods to improve the forecast results
- Evaluation of the forecast results by our experienced data science experts
- Creation of a usable and reliable forecast within 5 consultant days
- Option to integrate the framework into productive operation after a successful PoC phase
Contact
Together we will find the solution for your requirements - talk to our experts!
