Artificial Intelligence everywhere
AI is paving Innovation by using new set of tools and is just a beginning of a new changing world.
Top AI use cases in the
Federal and Commercial space:
IT automation
Quality control/detecting defects
Cybersecurity
Predictive analytics
Customer service (including virtual assistants)
Risk management
Sales optimization
Decision support
Workforce management
Marketing optimization
Our projects
Predictive Maintenance with Optimization
Agility Solutions developed a predictive maintenance engine with sensors to optimize the output. We developed a model using sensor data and implemented a distributed data architecture to enable real time predictive analytics.
Fraud Detection
Agility Solutions model for has an intelligent solution to fight and predict fraud by running complex tending analysis, pattern recognition and search out anomalous activities in an automated fashion.
Security
Security related requirements have exponential growth with security clauses. We have AI based solutions to handle contracts and solicitations that need compliance with latest security requirements.
Data Lake and AI Scenarios
Agility Solutions has expertise In developing scalable serverless DW platform to provide data exploration and visualization of customer data using integrated BI tools. We are able to handle and scale tera bytes of data. With Cloud SMEs we can deliver serverless, integrated and end to end data warehouse services that provide scale, performance.
Recommendation Engine
Our recommendation engines are built using a range of techniques including collaborative filtering, matrix factorisation, content based filtering and neural network based recommendations. The outcome of using our recommendation engines will be significant increase in gross sales.
Risk Prediction
We use our machine learning expertise to analyze the antecedents of risk, learn how they correlate with actual instances of risky behavior in the real world, and build a model to scientifically estimate Risk Propensity. This lets humans and machines work together to build a more comprehensive oversight model that is driven by data and efficiency.
Price Optimization
Our Price Optimization solutions uses natural language processing (NLP) and other machine learning techniques to extract this information and turn it into actionable intelligence. Imagine full insight into purchase history, patterns, and more right at the fingertips of your employees
Customer Service Automation Using Conversational Chatbots
Agility Solutions has implemented several conversational chatbots using natural language processing and integration. The chatbot is able to automate, personalize and optimize customer interactions.
Automated Operations and Incident Management
Agility Solutions uses a combination of artificial intelligence techniques (support vector machines, gradient boosting trees and deep learning) to automatically classify incidents from different communication channels, conduct root cause analysis and trigger actions for operational support. This immediately lowered cost of operations management, improved SLAs and human error for our client.
Resource Optimization using Forecasting
Agility Solutions is developing a resource management project to optimize hospital staffing by predicting patient demand. By collecting, analyzing and preprocessing resource occupancy data, staffing predictions are generated based on techniques like Bayesian tIme series analysis, Facebook prophet, Lesso regression and Vector autoregressive models for predictions.