Transform Comments Into Data-Driven Actionable Insights with Machine Learning

Save time and discover recommendations with a solution that reads, analyzes and categorizes massive amounts of feedback into student and employee relatable terms, to help focus on what matters most to an organization's population.

Deeper Insights with Domain-Specific Feedback Analytics

Explorance BlueML leverages specialized models that accurately consume, analyze and categorize comments, tying them with the student and employee journeys by providing context-specific insight.

Specifically trained with comments from students and employees, Machine Learning models efficiently categorize feedback, allowing to dig deeper into a target population's sentiment towards a specific topic.

Quality/delivery
Engagement
Readings
Labs
Tutorials/workshops
Difficulty

Workload
Work-life balance
Job security
Work at home
Discrimination
Diversity

Instructor
Class-participation
Learning activities
Training material
Expectations/objectives
Software

“ Award-Winning ML Analytics Solution
Helps Human Resource and Academic Leaders
Build a More Robust and Agile Workforce ”

Data-Driven Insights.

Explorance BlueML helps leaders act more decisively, and influence more confidently thanks to data. Improve learning and experience for employees and student populations based on data-driven insights instead of assumptions.

Sentiment Analysis

Get an accurate representation of a population's feeling (positive, negative, neutral), and the ability to dig into specific topics and themes.

Recommendations

Go beyond categories and easily find out when a comment is a formative forward-looking recommendation.

Predictive Indicators

Identify feedback patterns and detect common opinions towards specific topics to get ahead of issues before they arise.

More Insights Wherever Feedback Comes From

Explorance BlueML is a feedback source-agnostic solution that allows to harness collective intelligence wherever it comes from. Leverage internal and external data to further understand student or employee experience, by analyzing feedback from anywhere.

Course evaluations
Engagement surveys
External review sites (e.g., Glassdoor, Campus Advisor)
Learning and development platforms

Beyond Insights - Dive into Crowdsourced Recommendations

Explorance BlueML is a purpose-built feedback analytics solution that also identifies recommendations from comments. With its ability to analyze qualitative feedback at scale, it effectively provides leaders with timely and actionable recommendations that focus on what the organization should start or stop doing, do more or less of, and change.