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[Utilities](https://www.avineon.com/en/apac/our-industries/utilities) - [Government](https://www.avineon.com/en/apac/our-industries?hsLang=en) - [State and Local Government](https://www.avineon.com/en/apac/our-industries/state-and-local-government) # AI/ML Capabilities Drive automation & productivity in geospatial data processing & analytics [ Contact ](https://www.avineon.com/en/apac/contact?hsLang=en) ## Drive data-driven decisions, enhance operational efficiency and reduce the complexity for the organization Avineon AI/ML/DL capabilities drive automation and productivity in geospatial data processing and analytics. Our capabilities include AI/ML based map interaction or chat application. This includes the imagery/video/lidar and vector-based data processing. We use industry standard AI/ML algorithms and customize the same as per the project needs to deliver quality output. We also use industry standard training datasets as well as custom training datasets to improve outcomes/quality as per customer requirements and adopt geographical variations in the datasets. [ Discover our Technical Specialities ](https://www.avineon.com/en/apac/spatial-intelligence/technical-specialties?hsLang=en) ** ##### Data driven decisions We have the ability to quickly ingest and analyse vast amount of information ** ##### Optimize use of resources We deploy resources as per need of the project ** ##### Enhance operational efficiency We reduce complexity of the organization ## Our AI/ML Services main items ** Image/Lidar/Video analysis and object detection ** Natural language processing ** Anomaly detection ** System modeling and predictive analytics ** Robotic Process Automation(RPA) ** Image/Lidar/Video analysis and object detection - Detect/Classify objects/regions in an image - Detect Assets and Asset Types - Automate 3D city Models ** Natural language processing - Dynamic reference model to query domain based technical knowledge base (corpus) - Accelerate learning and understand the “context” around queries - Facilitate natural language-based interaction between users and published map data. ** Anomaly detection - Detect anomalous occurrences in data - Can be applied to cybersecurity ** System modeling and predictive analytics - Identify patterns in complex data sets - Predict future system behavior including expected lifespan or probabilities of failure ** Robotic Process Automation(RPA) -  Automate geospatial data editing tasks through RPA techniques and tools ** Image/Lidar/Video analysis and object detection ** Natural language processing ** Anomaly detection ** System modeling and predictive analytics ** Robotic Process Automation(RPA) ** Image/Lidar/Video analysis and object detection - Detect/Classify objects/regions in an image - Detect Assets and Asset Types - Automate 3D city Models ** Natural language processing - Dynamic reference model to query domain based technical knowledge base (corpus) - Accelerate learning and understand the “context” around queries - Facilitate natural language-based interaction between users and published map data. ** Anomaly detection - Detect anomalous occurrences in data - Can be applied to cybersecurity ** System modeling and predictive analytics - Identify patterns in complex data sets - Predict future system behavior including expected lifespan or probabilities of failure ** Robotic Process Automation(RPA) -  Automate geospatial data editing tasks through RPA techniques and tools ## Why Avineon DevSecOps, agile, containerization, artificial intelligence – these are more than words or acronyms for us. Avineon has nearly 30 years of experience in designing, implementing, and sustaining the application ecosystems our clients depend upon.   We employ the right people and technologies to accomplish your mission and rigorously adhere to proven industry practices in secure, agile application development. For these reasons, and many more, our clients have come to trust and depend on Avineon to deliver. ** ##### Mission- Focused Avineon’s automation solutions are specifically designed to help your team focus on the mission, not the mundane. Whether the solution incorporates robotic process automation, machine learning, or artificial intelligence, Avineon approaches each engagement focused on our client’s operational challenges, organizational objectives, and resource optimization to ensure they achieve optimal return on their investments. ** ##### Industry Leading Practices Avineon’s solutions follow industry leading practices to deliver secure, predictable, and reliable results. Our solution teams adhere to rigorous development processes and are CMMI Maturity Level 3 and ISO 9001:2015 registered. This assures our clients that their unique requirements will be achieved in the most efficient and effective manner possible with predictable and reliable outcomes. ** ##### Diverse Industry and International Experience Avineon’s diverse industry and international experience assures clients they are getting the best solution for them. Our ability to leverage expertise from a wide variety of industry experience ensures that our clients are not being shoe-horned into cookie cutter solutions, but are instead receiving the benefit of insights developed over three decades of experience serving a variety of industries - ensuring they are getting a solution that exactly meets their unique requirements. 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