Artificial intelligence (AI) in medicine is rapidly transforming healthcare, impacting patients’ lives on an unprecedented scale. Dentistry is no exception. AI in dentistry refers 

Matthew McMullen is the Senior Vice President and head of corporate development at Cogito Tech.

The Critical Role of Dental Data Annotation in Advancing AI Systems

How Dental Data Annotation Enables AI Models for Better Patient Care?


Among all types of cancers, breast cancer is the most commonly diagnosed worldwide. Early detection of breast cancer using screening mammograms serves as the earliest defense by lo

Mammogram Data Annotation for AI-Driven Breast Cancer Detection

Voice assistants and smart speakers, integrated with artificial intelligence (AI) technology, such as deep learning and natural language processing (NLP), yield a high-performing s

Top 10 Audio Annotation Companies

The 2026 Guide to Top Audio Annotation Companies


Computer vision is rapidly advancing with breakthroughs in AI, evolving from handcrafted feature extraction to deep, multimodal, and generative systems. Modern models integrate vis

Top 10 Computer Vision Data Labeling Companies

Automatic speech recognition (ASR) models trained on voice datasets have been a boon for empowering multiple industries, including the medical and legal sectors, in efficient docum

Automatic speech recognition (ASR) Companies 2026

Top 5 ASR Companies in 2026: Audio Transcription and Labeling Services


The adoption of artificial intelligence is rapidly growing as enterprises across sectors tap into its transformative potential. The rise of numerous generative AI models is further

Best Data Labeling & Annotation Companies 2025


Top Data Labeling Companies in 2025


As companies across industries shift towards AI and automation, the need for AI training data has never been more pressing. Whether you’re building natural language processing (NLP

Top Generative AI Training Data Companies 2026

All machine learning and computer vision models require gold-standard data to learn effectively. Regardless of industry or market segment, AI-driven products need rigorous training

Top Image Annotation Companies 2025

In 2025, video annotation has evolved as a vital requirement for integrating artificial intelligence technology and training computer vision across diverse sectors such as autonomo

Matthew Mcmullen

Matthew McMullen is the Senior Vice President and head of corporate development at Cogito Tech.