Solution
Artificial Intelligence and Advanced Analytics
Effectively integrate high-quality and high-precision AI solutions across your organization to solve complex business problems, and achieve results faster.
What we do
Challenges we solve
Predictive Maintenance and Input/Output Optimization
Addo built a predictive maintenance engine using data from hundreds of sensors — which were installed in manufacturing machines — and compressors to generate reliability reports, along with health status indicators for each of the client’s machines. This allowed for real-time monitoring, anomaly detection and predictive analysis.
Resource Optimisation for a Regional Hospital Network
Addo developed a resource management solution to optimise hospital staffing problems based on predicting patient inflow from outside as well as intra departments flow. The developed AI solution was capable of predicting the new patient admission and internal movement of patients for the next 1-7 days.
Detecting Fraudulent Transactions for top Financial Services Company
Addo developed an AI powered platform to automatically detect abnormal activities in financial transactions in order to identify fraudulent behaviour. This platform made use of deep convolutional autoencoders to predict the risk associated with transactions while reducing the amount of false positives by 15% compared to prior rule based methods.
Predictive Intelligence for Ongoing Orders for a Large Telecom Firm
Addo developed a 360 monitoring dashboard and an AI/ML engine for a large telecom firm to analyse and monitor ongoing orders by integrating data from multiple sources into a single repository and predict potential bottlenecks and delays for ongoing orders. The developed system helped multiple departments to streamline workflow and task assignment and get visibility into the current state of the ongoing orders and future delays in one dashboard.
Demand Forecasting for a Leading Travel Retail Company
Addo created and deployed an AI engine to predict the demand of selected products — for selected segments — using historical data as well as external data. As a result, with the help of real-time predictive analytics, our client was able to build a data-driven futuristic approach to improving their inventory and logistics processes.
Automated Quality Audit for one of the largest Telecommunications Firm
Addo built an efficient and scalable solution for a large telco to gauge and visualize call center agent performance. The built solution automated the process of measuring agent call performance and employed multiple AI techniques which allowed for the detection of language, transcription of calls, and the analysis of caller sentiment among other scorecard elements.
How we do it
The Addo experience
Artificial Intelligence, Machine Learning, and Data are increasingly critical for an effective digital transformation strategy, but there can be a steep learning curve when it comes to their adoption. Addo helps clients like you learn more about AI, discover and prioritize the ways you can apply these technologies to your business and prepare your brand for sustained success.
AI scope assessment
Discover the best path forward by examining your organization’s business goals, data assets and technology ecosystem, analytical maturity, AI-readiness, and current capabilities.
Future-state data architecture design
With technology and business requirements evolving at a rapid pace, create a future-state data architecture to meet emerging business needs and be more closely aligned with critical business objectives.
Strategy & transformation
Through deep collaboration, we will help you formulate winning strategies for business growth, Organisational & Data Governance, & Change Management - and ensure these strategies translate into real value for your business.
Implementation roadmap design
Create a solid roadmap for strategy implementation that continually and transparently shows business value through the application of AI to the newly available and transformed data.
Areas of Expertise
Strategy & advisory
Identify the best use cases for AI in your organisation, in alignment with your long-term business goals. Work with our experts to create a roadmap of implementation to bring these use cases to life.
RPA
Use Robotic Process Automation to unlock numerous advantages for your organisation; minimisation of human errors and costs, compliance to regulatory rules, and improved speed and productivity.
NLP
Gain key insights from your unstructured data to enable improved analytics, data-driven decision making, and applications like Q&A systems, Chatbots & Virtual Assistants, Fraud detection, & more.
Responsible AI
Adopt responsible AI practices across your organisation. We work with clients to make sure all AI systems are fair, secure, transparent, able to run continually and adapt quickly to operational changes.
Machine learning
Leverage AI and machine learning to gain deeper value from all types of data; images, videos, audio, and structured data (time series forecasting, classification, fraud & anomaly detection), etc.
Blockchain & AI
Discover how blockchain can add value to your business use case, and create a quick POC to assess the efficacy of your blockchain project. You can then dive into developing a scalable, secure blockchain application.
Our AI accelerators
Quickly, efficiently, and cost-effectively scale AI solutions tailored to your business needs, through pre-built AI modules in vision, sound, speech and pattern recognition.
Document AI
Classify documents, extract handwritten and printed text, data and tables, and create summaries and Q&A systems.
Conversational AI
Launch chatbots that act as personal assistants to employees, customers, and enterprise partners.
Vision AI
Inspect processes for quality control with speed, accuracy, and repeatability, thus reducing human error & cost.
Advantages of Artificial Intelligence for your organisation
Increase efficiency
Automate repetitive, tedious tasks done by humans, improving speed and eliminating the potential for human error.
Reduce labour cost
Hire people to perform only higher-level functions that Artificial Intelligence cannot perform, thus minimising incurred cost on paid hours.
Meet customer needs better
Be available whenever or wherever your customers are, responding promptly and delivering personalised, memorable experiences.
Improve monitoring
Collect & analyse data in real-time, making it possible to quickly detect issues, and recommend effective and timely resolution.
Customised to business
Train models on the organisation’s application data. Models that understand business context deliver more accurate results.
Ensure compliance
Reduce errors and increase accuracy to ensure compliance with regulations surrounding data collection, privacy, and reporting.
Core technologies
- PyTorch
- TensorFlow
- Keras
- AzureML
- Sagemaker
- Vertex AI Platform
- DialogFlow
- Azure Bot Services
- Amazon Lex
- Azure Cognitive Services
