The challenge: Efficient use of generative AI in the company
Volatile markets and short-term changes in the environment require companies to make their planning processes more flexible and responsive.
- Manual process: A large number of planning processes in companies are still based on Excel sheets and the formulas stored there. In addition to a high error rate, this manual process leads to inefficiency within corporate planning.
- Intransparency: Predictions of planning variables are often falsified by human bias and actual influencing factors are not known or are not used. This lack of transparency leads to reduced trust in the planning principles.
- Costs: In addition to high time and personnel costs, inaccurate manual planning leads to increased costs and unrealised potential.
Our service
With the KPMG Intelligent Forecasting solution, we offer you a solution for the automated creation of forecasts of your planning variables, which enables precise and consistent forecasts through the use of artificial intelligence and modern technologies. Our solution is based on the following three pillars
- Artificial intelligence
- Different operating models
In addition to using the solution as SaaS, Intelligent Forecasting can also be integrated into your systems or deployed in existing cloud systems (e.g. SAP BTP, Azure). - Comprehensive consulting
Our many years of experience in the field of artificial intelligence and forecasting/predictive analytics enable us to provide customised professional and technical advice.
We use an iterative and modular process model to integrate the solution into your system, enabling a flexible and customised solution for your organisational and technical challenges. A comprehensive concept is developed based on the requirements and location analysis and the solution is trialled in the form of a PoC. This concept is then used to optimally adapt the solution to the needs of the company, set up data routes and integrate the solution into the systems.
Andreas Fachinger
Partner, Consulting, Lighthouse Germany - AI & Data Solutions
KPMG AG Wirtschaftsprüfungsgesellschaft
Dr. Martin Riplinger
Senior Manager, Consulting - Lighthouse Germany, Lead Specialist
KPMG AG Wirtschaftsprüfungsgesellschaft