ML and AI services

Leverage classic ML and deep learning networks to derive actionable insights from visual data. Avenga helps companies conceptualize, validate, prototype, build and integrate computer vision solutions into enterprise applications. The use cases we specialize in range from object detection/recognition, to OCR, to image upscaling/augmentation. We’re also well-versed in the engineering and enhancement of AR systems and RPA tools through the injection of advanced CV capabilities into them. We’ve assisted healthcare, ecommerce, insurance, agricultural and financial organizations in CV adoption; we can help your company, too, realize the full potential of these advanced technologies. Our approach emphasizes the responsible use of AI, ensuring ethical application across all sectors.

Simplify laborious business workflows and make your applications understand and speak to users in a conversational tone. Avenga helps businesses across sectors adopt sophisticated NLP capabilities. We create tools that comb through overwhelming volumes of structured and unstructured textual information (which enterprises typically fail to monetize), summarize, categorize, and promptly retrieve key data from documents, analyze text sentiment, and help deliver customized virtual assistant experiences to clients and employees. Whether you’re looking to build an intelligent chatbot, a question-answering tool, a text analysis, search, or classification system, or a smart voice assistant, we have the skills and expertise to execute the project efficiently. Our AI content solutions are designed to enhance user engagement and streamline communication.

Identify new business opportunities and eliminate threats by analyzing what’s coming in advance. Predictive analytics gives you the power to turn insights from historical data into a competitive advantage in many operation facets. Avenga is highly experienced in different types of predictive modeling. Our ML specialists build and utilize classification, clustering, time-series, and other types of algorithms that discover trends and patterns within datasets and thus enhance our clients’ decision-making. With our guidance, you will be able to quickly capitalize on analytical models to facilitate better trend prediction and enhance security, workforce, inventory, marketing, and risk assessment management. Leveraging data science, we provide insights that are critical to strategic decision-making and operational efficiency.

Spot deviations, fraud, or malfunctions before they cause any real harm. At Avenga, we specialize in the engineering and customization of modern anomaly detection tools. We help companies use ML-based anomaly identification methods to lower the loss ratio, enable real-time automated fraud/error screening, enhance anomaly root cause analysis and reduce software ecosystem threats. Your IT, business, and AI/ML operations can all be drastically enhanced with the properly built anomaly detection system; it will facilitate the acceleration of payment processing (with quick identification of genuine transaction/claims), help enhance customer experience, optimize resource usage and improve operational stability. Utilizing our AI and ML solutions, businesses can effectively manage risks and maintain high standards of operational integrity.

Given the technological advances in storage capabilities and computing power, businesses are increasingly building large-scale data management infrastructures, which require extensive maintenance. In response, data engineers leverage AI capabilities to enhance their data pipelines and overall data infrastructure management. We enable organizations to realize the full power of ML-assisted data creation, maintenance, protection, and enrichment. We help create and adopt tools that ensure your data and data pipelines are always available, reliable, well-structured, and high-performing. Avenga assists organizations in employing AI-powered data engineering to meet strategic business priorities at a faster pace. Our solutions are built on the foundation of responsible AI, ensuring that your data management is not only efficient but also ethically sound.

Maximize the business value of your AI initiatives with cloud-based services and MLOps. We help organizations adopt and embrace the best MLOps tools and practices to streamline and better orchestrate all stages of their ML lifecycle. Our end-to-end MLOps expertise enables firms to ensure the unwavering productivity of their models as well as their continuous quality assurance. Let Avenga’s experts assist you in enhancing your AI models’ governance, productivity, reliability, auditability, and overall quality (both of the model and your data). Our approach integrates the latest advancements in generative AI, ensuring that your AI initiatives are not only productive but also innovative and cutting-edge.

As a seasoned AI services company, Avenga offers comprehensive AI model assessment services. This covers everything from training dataset evaluation to model implementation and performance analysis to model tuning. We also help evaluate model accuracy, explain its unexpected behaviors, assess compliance violations, identify implementation issues and validate training dataset quality. With our support, you’ll quickly eliminate bottlenecks and enhance your AI’s outcomes. Our team of data scientists utilizes a range of APIs and tools to conduct thorough assessments, ensuring that your AI tool delivers optimal performance and aligns with your business objectives.