Our AI Strategy

AI has become integral to every aspect of life. The AI Labs unit is at the center of Course5’s research and product strategy, enabling us to pursue strategic bets and create the “True North” for the organization and our clients. We are on a mission to bring the latest AI technologies into our products and solutions, thereby driving automation, actionable insights, improved experience, competitive edge, and market differentiation for our clients’ businesses. We accomplish this by meticulously scanning a plethora of AI frameworks, models, and algorithms, choosing the appropriate ones for rapid experimentation, curating them for business alignment, and making them compatible with enterprises. We apply best practices from design thinking and lean and agile frameworks in our product development methodology to bring in client-centricity, quick market validation, and reduced time-to-market.

While we actively solve complex business problems with today’s technology, we are always preparing for the future as well. We are exploring and investing in new areas of applied research such as variational autoencoders, deep reinforcement learning, graph neural networks, meta-learning, and contrastive learning. By augmenting our AI expertise with software engineering, DataOps, and MLOps practices, we enable automation and scalability, thereby creating breakthrough value.

Our Focus Areas

Natural Language

Driving significant value from semi-structured and unstructured text data

Deep Sequence Modeling

Transformer Architectures

Unstructured Data Classification

Deep Semantic Parsing

Context-aware Dialogue Management

Information Retrieval

Intelligent Search

Knowledge Graphs

Course5 Intelligence has deep expertise across the spectrum in Natural Language Processing (NLP), Natural Language Understanding (NLU), and Natural Language Generation (NLG). Our industry-focused, AI-embedded products are built by applying extensive research and innovation in text processing, text mining, information extraction, topic modeling, intelligent chatbots/conversational AI, machine translation, sense disambiguation, sentiment analysis, and speech recognition. The products are ingrained with NLG features such as creation of easily interpretable and actionable insights in natural language format for dashboards, intelligent search, and extractive and abstractive summarization.

Visual Question Answering

Intelligent Search

Persia Conversational Agent

NLU and Information Extraction

Computer Perception

Building intelligent vision systems that observe and comprehend the world around us

Object Detection & Segmentation

Emotion Classification

Scene Classification

Demography Detection

Audio-to-Text Generation

Deep Knowledge Graphs

The world around us is linguistic, acoustic, visual, and temporal. We bring deep expertise in building products that use Computer Vision and Computer Audition algorithms for image classification, age and gender determination, emotion detection, ethnicity detection, facial recognition, object detection & segmentation, optical character recognition, activity detection, and auditory scene analysis. To solve real-world problems, we apply multi-modal fusion AI techniques by combining and optimizing multiple deep learning pipelines. This expertise is leveraged in analyzing video content and providing insights to improve product positioning, brand perception, customer experience, and impact across the omnichannel ecosystem.

Object Detection, Semantic Segmentation & Emotion Detection

Activity Detection

Visual Search and Recommendation System

Applied R&D

Driving advances in the field of Artificial Intelligence through cutting-edge applied research,
experimentation, and innovation

Product Mindset

Rapid Prototyping

Partnerships

Academia Collaboration

Thought Leadership

Course5 Intelligence enables companies to stay ahead of the AI maturity curve through cutting-edge applied research and new AI prototype/proof-of-concept development. Our AI researchers and scientists specialize in bringing the latest of AI developments ‘from the research labs to the industry’. This generates exponential value and enables radical innovation for our customers.

AI-powered Products

Our R&D, innovation mindset, deep domain expertise, client-centricity, and product engineering pedigree continue to power our flagship products

Course5 Compete

Course5 Compete is a scalable market and competitive intelligence platform that helps brands drive business growth and strategy through improved visibility into markets, competition, and customers. The platform extensively leverages data harvested through crawlers, has in-built machine learning capabilities, and gleans insights to optimize on the 5Ps of marketing—product, price, placement, promotion, and people/consumer sentiment.

Course5 Discovery

Course5 Discovery is an AI-Powered Augmented Analytics platform that incorporates the best of traditional machine learning and deep learning algorithms to enable anomaly detection, provide causal inferencing, and generate insights in natural language for easy interpretation and action. The platform also provides context-aware dialogue management and cognitive semantic search features to interact with structured data in natural language.

Course5 Optimizer Suite

Course5 Optimizer Suite is an AI-based cognitive platform designed to accelerate market research operations. The platform is built on transformer architecture with curated algorithms for deep semantic parsing, sequence modeling, document similarity assessment, and classification.

Resources

ARTICLE

Bridging the Human-AI Gap with Behavioral Economics and Brain-Machine Interface Analysis

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WHITEPAPER

Deep Learning for Enterprise Business Applications – Part 1

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WHITEPAPER

How to Design a Sustainably Accurate and Fast Model for Text Classification Tasks

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WHITEPAPER

Automated Machine Learning (AUTO-ML)

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Next Steps

Learn more about AI Labs