{"id":237216,"date":"2025-06-09T10:20:31","date_gmt":"2025-06-09T10:20:31","guid":{"rendered":"https:\/\/osmosys.co\/uk\/ai-ml\/"},"modified":"2025-06-25T11:37:54","modified_gmt":"2025-06-25T11:37:54","slug":"ai-ml","status":"publish","type":"page","link":"https:\/\/osmosys.co\/uk\/ai-ml\/","title":{"rendered":"AI-ML"},"content":{"rendered":"\n[et_pb_section fb_built=&#8221;1&#8243; disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_image=&#8221;https:\/\/osmosys.co\/wp-content\/uploads\/2025\/06\/Untitled-design-3.png&#8221; min_height=&#8221;622px&#8221; min_height_tablet=&#8221;810px&#8221; min_height_phone=&#8221;756px&#8221; min_height_last_edited=&#8221;on|tablet&#8221; height_tablet=&#8221;&#8221; height_phone=&#8221;&#8221; height_last_edited=&#8221;on|phone&#8221; max_height_tablet=&#8221;532px&#8221; max_height_phone=&#8221;557px&#8221; max_height_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;183px||0px|||&#8221; 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header_3_text_color=&#8221;#134780&#8243; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;40px|-105px|40px|-105px|true|true&#8221; custom_margin_tablet=&#8221;74px|-93px|74px|-93px|true|true&#8221; custom_margin_phone=&#8221;||||true&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|71px||71px|true|true&#8221; custom_padding_tablet=&#8221;8px|71px|8px|71px|true|false&#8221; custom_padding_phone=&#8221;8px|71px|8px|71px|true|false&#8221; custom_padding_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|20px|20px|20px|20px&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#FFFFFF&#8221; global_colors_info=&#8221;{}&#8221;]<h3><span classs=\"cs_line\">We Specialize <\/span><span>in Intelligent Automation &amp; Prediction<\/span><\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><strong>Predictive Modeling:<\/strong> Forecast demand, behavior, or risk using structured and unstructured data.<\/li>\n<li><strong>Computer Vision:<\/strong> Image\/video analysis, object detection, OCR, and facial recognition for process enhancement.<\/li>\n<li><strong>Natural Language Processing (NLP):<\/strong> Chatbots, sentiment analysis, document classification, and language models.<\/li>\n<li><strong>AI-Enhanced BI:<\/strong> Integrating ML models with Power BI and dashboards to surface actionable intelligence.<\/li>\n<li><strong>Model Monitoring:<\/strong> End-to-end governance with model drift detection, accuracy tracking, and retraining workflows.<\/li>\n<\/ul>\n<\/li>\n<\/ul>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; 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_module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/osmosys.co\/wp-content\/uploads\/2025\/06\/2-3.png&#8221; title_text=&#8221;2 3&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; border_radii=&#8221;on|20px|20px|20px|20px&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.22.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text module_class=&#8221;add-modification&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;_initial&#8221; text_font=&#8221;Open Sans||||||||&#8221; text_text_color=&#8221;#324158&#8243; ul_font=&#8221;Open Sans||||||||&#8221; ul_font_size=&#8221;16px&#8221; ul_line_height=&#8221;2.1em&#8221; header_font=&#8221;proxima nova||||||||&#8221; header_text_color=&#8221;#134880&#8243; header_3_font=&#8221;proxima nova||||||||&#8221; header_3_text_color=&#8221;#134780&#8243; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;35px|-93px|35px|-93px|true|true&#8221; custom_margin_tablet=&#8221;74px|-93px|74px|-93px|true|true&#8221; custom_margin_phone=&#8221;||||true&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;100px|71px|100px|41px|true|false&#8221; border_radii=&#8221;on|20px|20px|20px|20px&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#FFFFFF&#8221; global_colors_info=&#8221;{}&#8221;]<h3><span>Delivery Highlights<\/span><\/h3>\n<ul>\n<li><strong>Transparent process:<\/strong> From data prep to production-grade AI solutions.<\/li>\n<li><strong>Hybrid teams:<\/strong> Domain experts + data scientists = faster turnaround.<\/li>\n<li><strong>Secure, scalable:<\/strong> Enterprise-grade infrastructure aligned with ISO and GDPR standards.<\/li>\n<li><strong>Continuous support:<\/strong> Post-deployment tuning and enhancement.<\/li>\n<\/ul>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; 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locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.22.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text module_class=&#8221;add-modification&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;_initial&#8221; text_font=&#8221;Open Sans||||||||&#8221; text_text_color=&#8221;#324158&#8243; ul_font=&#8221;Open Sans||||||||&#8221; ul_font_size=&#8221;16px&#8221; ul_line_height=&#8221;2.1em&#8221; header_font=&#8221;proxima nova||||||||&#8221; header_text_color=&#8221;#134880&#8243; header_3_font=&#8221;proxima nova||||||||&#8221; header_3_text_color=&#8221;#134780&#8243; background_color=&#8221;#FFFFFF&#8221; width_tablet=&#8221;&#8221; width_phone=&#8221;&#8221; width_last_edited=&#8221;on|tablet&#8221; custom_margin=&#8221;50px|-93px|50px|-93px|true|true&#8221; custom_margin_tablet=&#8221;0px|0px|0px|0px|true|true&#8221; custom_margin_phone=&#8221;0px|0px|0px|0px|true|true&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|15px||15px|true|true&#8221; module_alignment_tablet=&#8221;&#8221; module_alignment_phone=&#8221;&#8221; module_alignment_last_edited=&#8221;on|tablet&#8221; border_radii=&#8221;on|20px|20px|20px|20px&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#FFFFFF&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<h3><span>Why Osmosys for AI\/ML?<\/span><\/h3>\n<ul>\n<li>Proven experience delivering AI\/ML projects across retail, healthcare, logistics, and finance.<\/li>\n<li>Expertise in supervised, unsupervised, and deep learning models.<\/li>\n<li>Custom model development, training, and deployment using platforms like Azure ML, TensorFlow, and PyTorch.<\/li>\n<li>Integrated solutions combining AI\/ML with Microsoft Dynamics, Power Platform, and data engineering pipelines.<\/li>\n<li>Agile approach with continuous model evaluation, MLOps support, and business-aligned insights.<\/li>\n<\/ul>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; 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_module_preset=&#8221;_initial&#8221; text_font=&#8221;Open Sans||||||||&#8221; text_text_color=&#8221;#324158&#8243; ul_font=&#8221;Open Sans||||||||&#8221; ul_font_size=&#8221;16px&#8221; ul_line_height=&#8221;2.1em&#8221; header_font=&#8221;proxima nova||||||||&#8221; header_text_color=&#8221;#134880&#8243; header_3_font=&#8221;proxima nova||||||||&#8221; header_3_text_color=&#8221;#134780&#8243; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;35px|-93px|35px|-93px|true|true&#8221; custom_margin_tablet=&#8221;0px|-42px|0px|-42px|true|true&#8221; custom_margin_phone=&#8221;|-45px||-45px|true|true&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|42px||42px|true|false&#8221; custom_css_free_form=&#8221;selector .cs_line {||border-bottom: 2px solid red;||display: inline-block;||padding-bottom: 2px;||}&#8221; border_radii=&#8221;on|20px|20px|20px|20px&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#FFFFFF&#8221; global_colors_info=&#8221;{}&#8221;]<h3><span>We Specialize in Intelligent <\/span> <span class=\"cs_line\">Automation <\/span> <span>&amp; 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