Annotator Quality Analysis

A comprehensive assessment of human annotators and data labels.

Psychometric Analyses
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.

Utilizing psychometric analyses to precisely measure quality in data labeling.

A promotional banner with a bold red background features the text 'Data has a better idea' in large white letters. Above the text, the word 'HIVERY' is printed along with a stylized logo resembling a beehive. The background also includes a pattern of blue circles and dots, giving a digital or technological feel. In the surrounding area, there's a partial view of a desk and some office supplies.
A promotional banner with a bold red background features the text 'Data has a better idea' in large white letters. Above the text, the word 'HIVERY' is printed along with a stylized logo resembling a beehive. The background also includes a pattern of blue circles and dots, giving a digital or technological feel. In the surrounding area, there's a partial view of a desk and some office supplies.
Two laptops display dark-themed screens; one shows analytical graphs and statistics, including conversion rates, store sessions, and geographic distribution. The other screen displays a grid of web application icons. The scene is dimly lit, emphasizing the glow from the screens and the softly illuminated keyboards.
Two laptops display dark-themed screens; one shows analytical graphs and statistics, including conversion rates, store sessions, and geographic distribution. The other screen displays a grid of web application icons. The scene is dimly lit, emphasizing the glow from the screens and the softly illuminated keyboards.
Operational Insight

Leveraging the psychological and learning sciences to align annotators and their annotations to organizational goals.

Analytical solutions that range from lightweight psychometric analyses to operational overhauls

Standardizing Annotators

Decision Science

We enhance decision-making processes of data labeling through psychometrics and data analysis.

A laptop displaying a dashboard with various graphs, charts, and numeric data. The screen is partially visible, showcasing sections with line graphs, financial figures, and small images. The background is blurred with a prominent red light creating a warm ambiance.
A laptop displaying a dashboard with various graphs, charts, and numeric data. The screen is partially visible, showcasing sections with line graphs, financial figures, and small images. The background is blurred with a prominent red light creating a warm ambiance.
Psychometric Analysis

We provide insights into annotator labeling skills to foster large-scale improvements to human operations.

A circular chart paper with blue grid lines, marked with numerical data points and labels in a radial pattern. A central pivot with metallic components extends a thin arm across the chart. The markings indicate measurements in a systematic manner, featuring various numerical values.
A circular chart paper with blue grid lines, marked with numerical data points and labels in a radial pattern. A central pivot with metallic components extends a thin arm across the chart. The markings indicate measurements in a systematic manner, featuring various numerical values.
Data Insights

Our team utilizes advanced data science techniques to transform raw data into actionable insights, promoting effective decision-making that aligns with organizational goals and enhances overall performance.