Intelligent Insights Delivered

Combining quantitative benchmarks with expert reviews for enhanced decision-making in specialized domains.

Empowering Insights Through Data Science

At Deep Intelligence, we blend quantitative benchmarks with qualitative expert reviews to create domain-specific datasets, enhancing AI models through rigorous evaluation and human-in-the-loop assessments.

A section of printed text discusses the disadvantages of online surveys, referencing Denscombe (2018). Specific phrases are highlighted in green, such as 'speak for itself,' 'let empirical data,' 'quantitative,' and 'qualitative.' The text mentions concerns about focusing on empirical data without considering its implications and compares quantitative methods to qualitative ones. Shadows partially obscure the text, and the section is titled '5.3 Geographical Information System.'

A section of printed text discusses the disadvantages of online surveys, referencing Denscombe (2018). Specific phrases are highlighted in green, such as 'speak for itself,' 'let empirical data,' 'quantitative,' and 'qualitative.' The text mentions concerns about focusing on empirical data without considering its implications and compares quantitative methods to qualitative ones. Shadows partially obscure the text, and the section is titled '5.3 Geographical Information System.'

Innovative Data Solutions

Expert-Driven Insights

Our approach fine-tunes GPT-4 for efficiency, ensuring accuracy, fairness, and robustness through comprehensive testing and expert feedback, delivering reliable AI solutions tailored to your needs.

Intelligent Solutions

We combine quantitative benchmarks with qualitative expert reviews for comprehensive insights and evaluations.

Data Curation

We curate domain-specific datasets with human-annotated ground truths for enhanced accuracy and reliability.

A person wearing a suit and tie, standing next to a flip chart displaying the SQ3R method. The flip chart is organized with colorful blocks labeled with steps of the method: Survey, Question, Read, Recite, and Review. Annotations in the lower part add detailed notes.

A person wearing a suit and tie, standing next to a flip chart displaying the SQ3R method. The flip chart is organized with colorful blocks labeled with steps of the method: Survey, Question, Read, Recite, and Review. Annotations in the lower part add detailed notes.

Model Fine-Tuning

We fine-tune GPT-4 using LoRA for efficiency, comparing results against baseline GPT-3.5 models.

Our evaluations measure accuracy, bias, and robustness through advanced metrics and adversarial testing methodologies.

Expert Assessment

A man wearing glasses, a white shirt, and an orange tie is standing beside a flip chart. The flip chart displays the 'SQ3R-Methode' with the words Survey, Question, Read, Recite, and Review highlighted on different colored paper. The background is plain, and there are additional colored circles partially visible on the wall.

A man wearing glasses, a white shirt, and an orange tie is standing beside a flip chart. The flip chart displays the 'SQ3R-Methode' with the words Survey, Question, Read, Recite, and Review highlighted on different colored paper. The background is plain, and there are additional colored circles partially visible on the wall.

Two people are seated at a table, taking notes with notebooks and pens. A laptop and a smartphone are also present on the table. The atmosphere seems focused and collaborative.

Two people are seated at a table, taking notes with notebooks and pens. A laptop and a smartphone are also present on the table. The atmosphere seems focused and collaborative.

Data Insights

Leveraging mixed methods for robust evaluations and expert reviews.

Two people are sitting at a wooden table, engaging in a discussion. A laptop is open, displaying a statistical dashboard with charts and a world map. Several smartphones and notepads are scattered on the table. The focus is on the person's hand gesturing in conversation, indicating active engagement.

Two people are sitting at a wooden table, engaging in a discussion. A laptop is open, displaying a statistical dashboard with charts and a world map. Several smartphones and notepads are scattered on the table. The focus is on the person's hand gesturing in conversation, indicating active engagement.

Model Optimization

Fine-tuning GPT-4 with LoRA for enhanced efficiency and performance.

Two people are engaged in a collaborative workshop setting. They are smiling and appear to be working on a project with various tools and equipment on the table. The walls feature an organized display of tools.

Two people are engaged in a collaborative workshop setting. They are smiling and appear to be working on a project with various tools and equipment on the table. The walls feature an organized display of tools.

Expert Review

Human-in-the-loop assessments ensure usability and risk evaluations are met.

Get in Touch with Us

Reach out for inquiries on our data-driven solutions.

A detailed view of a study setup on a bed, including a tablet displaying study-related images, a spiral notebook open to pages filled with mathematical calculations, a pink calculator, and a set of wireless earbuds in their case. The notebook is placed on a clipboard, and a pen is seen nearby.

A detailed view of a study setup on a bed, including a tablet displaying study-related images, a spiral notebook open to pages filled with mathematical calculations, a pink calculator, and a set of wireless earbuds in their case. The notebook is placed on a clipboard, and a pen is seen nearby.