{"id":453,"date":"2024-04-05T08:32:46","date_gmt":"2024-04-05T06:32:46","guid":{"rendered":"https:\/\/optano-homepage.orconomy.local\/?page_id=453"},"modified":"2025-11-24T13:59:21","modified_gmt":"2025-11-24T12:59:21","slug":"ki-machine-learning","status":"publish","type":"page","link":"https:\/\/optano.com\/en\/media\/technologie\/ki-maschinelles-lernen\/","title":{"rendered":"AI & machine learning with OPTANO - using data intelligently"},"content":{"rendered":"
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Artificial intelligence (AI) and machine learning (ML) are no longer a vision of the future - they are now key tools for companies that want to make their planning data-based, flexible and efficient. In times of increasing complexity and dynamic market requirements, these technologies enable a new quality of decision-making. They help to analyze large amounts of data, identify patterns and create forecasts that go far beyond traditional methods.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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What is machine learning - and why is it relevant for planning?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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From data to insights: How algorithms recognize patterns and enable predictions <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Machine learning (ML) is a branch of artificial intelligence (AI) in which systems learn from historical data in order to predict future developments or improve decisions in a targeted manner. In corporate planning, this means more precise forecasts, faster reactions to changes and greater adaptability to dynamic conditions.<\/p>

OPTANO integrates ML models that continuously learn and adapt flexibly to new requirements. This results in planning that is not only based on the past, but also actively thinks and evolves. This enables companies to better understand complex interrelationships, identify risks at an early stage and deploy their resources more efficiently - for planning that not only reacts, but also acts with foresight.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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AI-supported optimization: more than just automation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Intelligent decision support for complex challenges <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Artificial intelligence (AI) can not only automate processes, but also actively contribute to decision-making. It provides valuable support, particularly in complex planning scenarios, by analyzing data, identifying patterns and deriving recommendations for action. The combination of machine learning and mathematical optimization opens up new opportunities to plan not only efficiently but also strategically.<\/p>

OPTANO focuses on this synergy to optimize production plans, supply chains and human resources. The solutions are individually adaptable, scalable and future-proof - and enable companies to react more quickly to changes, avoid bottlenecks and make the best possible use of their resources.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Technology that works - solutions that fit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Why the use of AI and ML in planning is worthwhile <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Companies that integrate artificial intelligence and machine learning into their planning processes benefit from significantly higher forecasting accuracy, faster decision-making cycles and more efficient use of resources. At the same time, they gain more transparency in complex contexts and strengthen their competitiveness in the long term.<\/p>

This is exactly where OPTANO comes in: Our solutions use advanced AI and ML technologies that have been specially developed for the requirements of corporate planning. Whether production optimization, network planning or scenario analysis - OPTANO provides intelligent decision support that integrates seamlessly into existing processes and creates real added value.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Use artificial intelligence and machine learning with OPTANO - for automated decisions and optimized processes<\/p>","protected":false},"author":3,"featured_media":9422,"parent":349,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-453","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/optano.com\/en\/wp-json\/wp\/v2\/pages\/453","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/optano.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/optano.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/optano.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/optano.com\/en\/wp-json\/wp\/v2\/comments?post=453"}],"version-history":[{"count":11,"href":"https:\/\/optano.com\/en\/wp-json\/wp\/v2\/pages\/453\/revisions"}],"predecessor-version":[{"id":10040,"href":"https:\/\/optano.com\/en\/wp-json\/wp\/v2\/pages\/453\/revisions\/10040"}],"up":[{"embeddable":true,"href":"https:\/\/optano.com\/en\/wp-json\/wp\/v2\/pages\/349"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/optano.com\/en\/wp-json\/wp\/v2\/media\/9422"}],"wp:attachment":[{"href":"https:\/\/optano.com\/en\/wp-json\/wp\/v2\/media?parent=453"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}