Saturday, April 04, 2026
10 Business & Innovation Awards 2023
Business Honor

Defined.ai is a marketplace focused on providing high-quality, ethical AI training data. The platform is designed to support AI creators by offering the necessary tools to develop, scale, and optimize AI solutions across various industries. With a strong emphasis on expertise, reliability, trust, and innovation, Defined.ai aims to deliver tailored solutions that meet client needs while adhering to high standards of security and privacy. Their approach is centered on ensuring the responsible use of AI technology in various applications, empowering clients to create smarter, more efficient AI systems.
Solutions Provides by Defined.ai
Generative AI
Defined.ai comes with a wide variety of services designed to fasten and optimize the development of the Generative AI model. Provided with ethically-sourced and high-quality datasets and expert annotation, Defined.ai makes the task of building advanced AI easier.
The company's rich marketplace contains off-the-shelf datasets that range over speeches, music, sound effects, images, videos, and even text. Over 100k hours of speech data covering 70 locales, 400k images and +100k hours of video, Defined.ai presents a wide range from which developers can draw and make selections for training their generative AI models. On request, Defined.ai caters to specific needs such as datasets in banking, finance, healthcare, gaming, retail, and telecommunications and helps businesses find the necessary data their models will require.
Besides datasets, Defined.ai is known for Generative AI Annotation Services. These annotation services ensure that the resulting AI models are not just accurate but aligned with user expectation. Their team, thus equipped with experience in domains and languages, provides good quality, large-scale annotations measuring correctness and comparing different kinds of outputs. This enables Generative AI models that meet the highest standards of precision and usability and satisfaction of users.
And so, whether it's healthcare or retail-there are so many industries-defined.ai creates scalable solutions that foster innovation in Generative AI.
Speech Recognition
Defined.ai offers robust speech services that enable building AI which can understand and interact with customers from multiple accents and geographies. Their high-quality, ethically sourced, and bias-aware speech datasets are meant to improve AI models from speech recognition to text-to-speech capabilities. Defined.ai's services are all about assisting clients in developing AI solutions to meet the demand for frictionless, natural interactions with voice assistants and other AI-driven applications.
The company offers custom speech datasets, which assist businesses in developing TTS models with superior voice talent and phonetically balanced scripts. These tailored collections ensure that AI models can produce accurate, context-aware, and natural-sounding speech, giving companies a competitive edge. Additionally, Defined.ai offers evaluation services that integrate human assessments of pronunciation, naturalness, and context, ensuring the quality of TTS models.
Defined.ai offers a wide variety of training datasets from specific locales or domains to improve model performance and data quality for automatic speech recognition (ASR) models. Their tooling solutions, including phonetic balancing, G2P, and SNR, further enhance ASR capabilities. Whether you want to improve an existing TTS model or start from scratch, Defined.ai's global crowd of experts and advanced tooling ensure optimal results.
Computer Vision
Defined.ai offers deep Computer Vision (CV) services focused on teaching businesses how to improve their applications of AI by teaching them to interpret the visual data. With this growing range of CV application across industries, Defined.ai provides high-quality, diligently selected training datasets that enable AI systems to understand the world around it. These datasets are specifically designed to address unique business needs and use cases so that companies can leverage AI-driven automation in reducing costs and improving operational efficiency.
Defined.ai offers off-the-shelf as well as custom CV datasets that can fulfill various client requirements. Their high-quality, ready-to-use datasets accelerate the development of models. For businesses with specific needs, there are also custom datasets that are supported by a global network of contributors. This means businesses can develop their CV models exactly according to their objectives.
For industries requiring secure and reliable identity verification, Defined.ai offers specialized datasets to train models that can correctly verify customer identity-a crucial factor for compliance and customer trust in digital environments.
Defined.ai can manage any type of CV application or challenge in addition to identity verification. The company's strong data collection, annotation services, and global crowdsourcing platform put them in an ideal position to speed up ambitious CV projects for clients and to adapt to the ever-changing needs of those clients.
Dr. Daniela Braga - Founder and CEO
Dr. Daniela Braga, founder and CEO of Defined.ai, is a recognized leader in the AI industry. With accolades such as E&Y Entrepreneur of the Year and recognition from Goldman Sachs, she has established herself as a trailblazer. Dr. Braga is also part of the World Economic Forum's Expert Network. She has raised over $80 million in venture capital and is now the highest capital-raising female founder in the AI sector. She also specializes in policy, as she is advising both the U.S. President's National AI Research Resource Task Force and the President of Portugal.