AMAI is a competent partner for AI integration
Ai in Energy
New challenges for the energy sector: Find answers with AI
Volatile markets, fluctuating feed-in from renewable energies and increasing demand for supply security pose new challenges for energy providers and network operators.
AMAI supports you with scalable AI solutions that enable smart forecasts, automated control and efficient operational management. Because one thing is important: a secure, economic and climate-friendly energy future.
Real Results
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Real Results
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Smart energy: Where AI is already creating real added value
The energy sector is based on an enormous wealth of data. This ranges from measurement values to network status data and consumption profiles. Used correctly, this information enables operational efficiency, security of supply and new customer-focused services.
With AI technology, this potential can be exploited in a reliable, scalable and adaptable way to existing systems.
More efficiency through AI:
- Consumption and feed-in forecasts based on historical & real-time data
- Load profile forecasts & automated demand response management
- Intelligent network status analysis & maintenance forecasts (predictive maintenance)
- Detection and classification of anomalies in power grids
- Automated analysis of meter and sensor data
Real Results
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Real Results
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Smart technologies, secure implementation: AMAI for energy providers
With our experience in AI-technical implementation and comprehensive understanding of regulatory requirements, we are the right partner for energy suppliers, network operators and public utilities.
We not only deliver models, but production-ready solutions that can be precisely integrated into your processes and IT structures.
Our customers appreciate:
- Real-world projects with end-to-end support
- Experienced experts for energy applications, data integration & algorithms
- GDPR-compliant infrastructures (e.g. hosting in Germany, on-prem possible)
- Complete knowledge transfer to internal teams
Use cases: Examples of how you can use AI in your company
Integrate renewable energy efficiently
Optimized feed-in control through AI-based modelling of wind, solar and storage capacities based on weather and real-time data.
Geoanalytics platform
Granular satellite images can be combined and used for geoforecasts
Business optimization via AI forecast
Reliable forecasts of electricity prices, trading volumes or customer demand on an hourly, daily or monthly basis.
Predictive maintenance
To prevent malfunctions or poor maintenance from leading to expensive downtime, an algorithm predicts the risk of equipment failure and the need for maintenance.
Energy demand forecast
Predicting energy demand and managing energy production.
Inventory forecasting
Use machine learning to take your inventory and supply chain optimization to the next level
Predicting service cases
AI can predict service cases and thus increase accuracy when planning service and maintenance.
Our process model: This is how we move your AI initiative forward.
As a pure AI consulting and development company, we focus exclusively on AI projects. Our four-stage process model offers you maximum orientation from strategy to production-ready implementation. You don't have to go through all steps: We start right where you are and reliably bring your AI initiative to the next level.
AI Strategy
Right from the start: Your AI Strategy with substance
Before individual use cases are developed and evaluated, we work with you to define your company's overall AI strategy. In doing so, we define goals, fields of action, governance objectives and long-term development directions. This creates clarity, focus and priorities and forms the basis for all next steps, from use case workshops to implementation.
AI Integration
From code to production systems: We're bringing AI to the streets
With proven components, proven infrastructure and close coordination with your team, we efficiently put your AI solution into productive use. Real transfer of knowledge is taking place continuously.
✔ No prototype without a plan.
✔ No project has no effect.
✔ No effort without results.
Case studies: Successfully implemented AI projects
Real Results
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Real Results
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AMAI — Your Guide to AI Expertise from Strategy to Code.
About AMAI: What sets us apart!
We are not a generalist with an AI connection — we are AI specialists with implementation experience. It is precisely this concentration that brings speed, quality and impact to our customers.
Jürgen Stumpp
Managing Director, AMAI GmbH
Tools & partners
Our areas of expertise
AI use case identification & evaluation
AI business cases & roadmaps
Model development & ML engineering
System integration & productive implementation
Productivity, Scaling & Enablement
Explainability & responsible AI
15
+
years of experience in AI development
50
+
realized AI projects
100
%
specializing in AI projects
