AI & data science use case

Ailio develops individual and customized data products. Every year, our team faces new, previously unsolved challenges.

Decode your data!

Use artificial intelligence to plan resources in advance and anticipate events. Make business decisions based on data instead of gut feeling.

Predictive maintenance

Use artificial intelligence to plan maintenance and repairs with foresight. Prevent unplanned production downtimes of machines and devices.

Predictive quality

PQ aims to predict and improve the quality of products and processes in manufacturing and other industries. AI identifies patterns and anomalies to detect potential quality problems at an early stage and enable preventative measures to be taken.

Internal GPT / LLM solutions

Internal GPT/LLM solutions refer to the use of large language models such as GPT within an organization to enable specific, tailor-made applications such as automation of text tasks or knowledge extraction. RAG pipelines ensure that internal company data is used securely and in compliance with the GDPR.

RAG (Retrieval-Augmented Generation)

RAG Pipelines are AI solutions that combine information retrieval with generative language models to generate more precise and contextualized responses to queries. They use existing databases to improve the quality of responses in applications such as searches and automated customer service.

Customer clustering

Customer clustering solutions use AI to divide customers into homogeneous groups based on behavioral patterns, preferences and other characteristics. This enables a more targeted approach and personalization of marketing and sales strategies.

AI-controlled production optimization

Production optimization solutions with AI analyze production data in real time to maximize efficiency and output by identifying bottlenecks and automatically adjusting process flows.

Sales & CRM management

Sales and CRM management solutions with AI use data analysis and machine learning to optimize sales processes and improve customer relationships through personalized interactions and predictions.

Pareto optimization

Pareto optimization solutions with AI identify optimally aligned trade-offs between competing goals to improve decision-making processes in various areas such as production and resource management.

Chemical Product Design

Chemical product design solutions with AI use advanced data analysis and modeling to accelerate the development of new chemical products by predicting optimal material compositions and production processes.

Analysis of expansion decisions

Analysis of expansion decisions with AI helps evaluate and predict the impact of strategic expansion decisions by using data analysis and modeling to identify risks, costs and potential.

Decarbonization

Decarbonization solutions with AI support the reduction of CO2 emissions by optimizing energy consumption and production processes, identifying sustainable alternatives and predicting the environmental impact of different options.

Energy efficiency

Energy efficiency solutions with AI analyze consumption data and operating processes to identify potential savings and make automated adjustments that minimize energy consumption and increase overall efficiency.

Video / image analysis

Video and image analysis solutions with AI use machine vision and deep learning to automatically recognize, classify and analyze content, enabling broad applications in security, surveillance, media and other industries.

Warehouse management

Warehouse management solutions with AI optimize inventory levels and logistics processes through predictive analytics and automated decision making to increase efficiency and reduce costs.

The possibilities for data products are endless.

We identify the most promising use cases for your company and get them on the road quickly and predictably.

Consulting & implementation from a single source

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