Artificial Intelligence and Machine Learning
AI and ML are two of the most important topics in technology today
AI is a broad term that refers to machines that can think and act like humans, while ML is a subset of AI that focuses on learning from data to make decisions. AI and ML have enabled companies to create smarter and more efficient products and services.
We offer a variety of services related to AI and ML. Our team of experts can help you develop custom AI and ML solutions tailored to your specific needs
Predictive and Recommendation Systems
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.
Analyze diverse data sets
Analyze diverse data sets to uncover key insights and address pain points. Use time series analysis, customer segmentation, anomaly detection, performance optimization, and fraud detection to improve business operations.
Monitor your assets
Monitor your assets to achieve cybersecurity and physical security objectives.
Predict quality, maintenance, revenue
Predict quality, maintenance, revenue, or future evolutions of factors directly or indirectly affecting your business.
Personalize the user experience
Personalize the user experience to make the product intuitive and tailored for all users, be it your employees or external target group.
Natural Language Processing
Our approach to streamlining complex business workflows involves deploying sophisticated Language Processing (LP) capabilities. We enable businesses across industries to improve their customer and employee interactions by creating applications that can understand and converse with users in a natural language format.
Our tools can quickly sort through vast amounts of structured and unstructured textual data, summarize, categorize, and retrieve key information from documents, and analyze text sentiment. We can help you create customized virtual assistant experiences for your clients and employees, whether it's an intelligent chatbot, question-answering tool, text analysis or classification system, or a smart voice assistant. With our expertise, we can efficiently execute your LP project, helping you improve your business operations and enhance your customer experience.
Advanced texts, speech, and cognitive analytics
Structured and unstructured data analysis
Chatbots, Digital Assistants
Text generation
Sentiment analysis
Data Mining and Analytics
ARCHITECH NYC provides end-to-end Al model assessment services, which include evaluating the training dataset, analyzing model performance and implementation, tuning the model, assessing accuracy and identifying and addressing unexpected behaviors, compliance issues, and implementation challenges. Our team also validates the quality of the training dataset, ensuring that it meets the necessary standards. With our comprehensive support, you can quickly identify and address bottlenecks, and enhance the outcomes of your Al models.
Advanced Data Analytics
Clustering
Pattern Detection
Statistical Analytics
Data Visualization
Cloud MLOps
Our company offers cloud-based Al solutions that help organizations achieve maximum business value through MLOps services. We assist in implementing the best MLOps tools and practices to streamline and optimize all stages of the ML lifecycle, from development to deployment. Our comprehensive MLOps expertise ensures that your models remain productive, and we also provide continuous quality assurance to ensure their reliability. Partnering with our experts allows you to enhance the governance, productivity, auditability, and overall quality of your Al models and data.
Why Us
Our company offers cloud-based Al solutions that help organizations achieve maximum business value through MLOps services. We assist in implementing the best MLOps tools and practices to streamline and optimize all stages of the ML lifecycle, from development to deployment. Our comprehensive MLOps expertise ensures that your models remain productive, and we also provide continuous quality assurance to ensure their reliability. Partnering with our experts allows you to enhance the governance, productivity, auditability, and overall quality of your Al models and data.
We help companies:
Develop new data science and AI skills (such as NLP, Computer Vision, Machine Learning, and Deep Learning)
Build new infrastructure for Big Data and model deployment (often cloud-based)
We offer advanced artificial intelligence solutions that are designed to mimic human-like skills, including reasoning, learning, and self-improvement, without requiring any pre-programmed software. Our AI and Data Science project methodology is distinct from traditional software delivery research. Our services are tailored to help companies develop new AI and data science skills, such as NLP, Computer Vision, Machine Learning, and Deep Learning. We also assist in building new infrastructure for Big Data and model deployment, which is often cloud-based.
Architech can help bootstrap AI capabilities or fill data and analytics gaps for companies that do not have the expertise internally or do not want to hire new talent until the benefits of AI are proven.
Architech focuses on research and on delivering end-to-end solutions, starting with Solution Design and ending with the deployment of ML-model and integration into the existing or newly developed client environment.
How We Work
We believe in providing best-in-class performance to our customers by developing platforms that meet their needs and help them increase their return on investment by automating business operations. We deliver powerful artificial intelligence and machine learning engineering solutions that seamlessly integrate with the client's business model and accelerate growth.
We believe in providing best-in-class performance to our customers by developing platforms that meet their needs and help them increase their return on investment by automating business operations. We deliver powerful artificial intelligence and machine learning engineering solutions that seamlessly integrate with the client's business model and accelerate growth.
Feasibility study
Research applicable datasets in terms of data volume and set of fields
Create ETL
Building PoC
Choose most appropriate dataset, model and model parameters
Prepare ML model for a simulation with production data
Elaborate on a suitable integration approach
Going live
Prepare and integrate a production ready ML model
Optimize and improve the model with new production data, weights, parameters
Improved model rollout
Support
Support and minor enhancements
Effectiveness monitoring
Artificial Intelligence & Machine Learning Technology
AI engineers work with the most popular modern technologies, including world-class cloud-based MLaaS solutions and classic or deep learning open-source libraries. We partner with the top cloud service providers to deliver smart and scalable artificial intelligence and machine learning models.
Our Technology Partners
