Our experiences

Turn your internal knowledge base to an intelligent assistant with GPT models

As businesses grow, so does their internal knowledge base. The ability to retrieve information quickly and accurately is crucial for companies to remain competitive. Traditionally, companies have used keyword searches to retrieve information, but this method has limitations in terms of accuracy and context. However, advances in natural language processing (NLP) and deep learning have made it possible to use GPT models and embedding techniques for more effective internal information retrieval.

Digitalizes document & smart search

Better utilize, search and share existing content and knowledge. Improve digital service businesses and customer experience.

Anomaly Detection: an unsupervised approach

As data becomes increasingly complex, detecting anomalies or deviations in data has become a crucial task in many industries, including finance, healthcare, and manufacturing. One common approach to anomaly detection is the Hotelling approach, which relies on multivariate statistical analysis to identify observations that deviate from the norm.

AI for medical imaging: an example in breast cancer diagnosis

An application of deep learning models in medical imaging for breast cancer diagnosis, specifically in identifying different types of breast cancer cells. The study utilized DeepLabV3Plus with EfficientNet-B0 as the backbone, and also incorporated various augmentation techniques for data processing. The results showed promising accuracy rates, highlighting the potential of AI in improving medical diagnoses.

Defect detection with AI computer vision

Using AI based solutions, we can now detect multiple types of defects such as cracks, scratches, crease, pit, hole from multiple materials such as glass, plastic, concrete, at different scales

Churn modelling for targeted marketing

Utilize ML models to score the churn likelihood for all the customers monthly, based on the updated customer data. The solution automatically identifies most of churnable customers with a high precision. The client can offer campaigns to the right targeted customers, saving costs and increase the customer retention.

Products recommendation

Drive your customer's buying decisions by promptly recommending right products & dosage and estimated cost during sales meetings

Real-time optimization for industrial processes on Microsoft Azure

Let's explore a sample architecture leveraging Microsoft Azure for an AI-driven solution that predicts product quality and suggests optimal process configurations.