Transform Student Data into Actionable Intelligence with AI
Unlock the full potential of your educational ecosystem.
We build custom AI-powered learning analytics solutions that deliver personalized learning, predict student success, and provide the insights you need to improve outcomes at every level.
Why Partner with Errna for AI in EdTech?
We go beyond algorithms. We build secure, scalable, and pedagogically sound solutions that integrate seamlessly into your existing infrastructure, delivering measurable improvements to the learning experience.
Deep EdTech Expertise
We understand the nuances of education. Our solutions are co-designed with pedagogical principles in mind to ensure they are effective, ethical, and truly enhance teaching and learning.
Enterprise-Grade Security
With SOC 2 and ISO 27001 certifications, we build with a privacy-by-design approach, ensuring full compliance with FERPA, GDPR, and other critical data protection regulations.
Seamless Integration
Our AI models and analytics dashboards are built to integrate with your existing LMS, SIS, and other educational platforms, creating a unified data ecosystem without costly overhauls.
Actionable, Not Just Academic
We deliver insights that educators and administrators can act on immediately. From automated alerts for at-risk students to dynamic curriculum recommendations, we turn data into decisions.
Proven Agile Process
Our CMMI Level 5 appraised processes ensure transparent, collaborative, and efficient project delivery. You get predictable outcomes, on-time delivery, and a solution that evolves with your needs.
True Partnership Model
We work as an extension of your team. From initial strategy to deployment and ongoing support, we are committed to your long-term success and the achievement of your educational mission.
Our AI-Powered Learning Analytics Services
We offer a comprehensive suite of services to transform your educational data into a powerful asset for growth and student success.
Predictive Analytics for Student Success
Move from reactive support to proactive intervention. Our predictive models analyze historical and real-time data to identify at-risk students, predict enrollment trends, and forecast academic performance, allowing you to allocate resources where they're needed most.
- Early Warning Systems: Develop models to flag students at high risk of dropout or failure based on engagement, performance, and behavioral data.
- Admissions & Enrollment Forecasting: Use AI to predict application volumes and enrollment yields, optimizing your recruitment strategy and resource planning.
- Academic Performance Prediction: Forecast student grades and course success to enable timely academic advising and support.
Adaptive Learning & Personalization Engines
Create truly individualized learning experiences at scale. We build sophisticated AI engines that analyze student interactions to recommend content, adjust difficulty, and craft unique learning pathways that cater to each student's pace and style.
- Personalized Content Recommendation: Deliver the right learning materials (videos, articles, quizzes) to the right student at the right time.
- Adaptive Learning Path Generation: Dynamically create and adjust curriculum paths based on a student's real-time performance and mastery of concepts.
- Skill Gap Analysis & Remediation: Automatically identify knowledge gaps and suggest targeted resources to help students catch up and succeed.
AI-Powered Assessment and Feedback
Streamline the assessment process and provide richer, more immediate feedback. Our AI tools can automate grading for certain question types, analyze written responses for deeper understanding, and provide instant, constructive feedback to students.
- Automated Grading & Proctoring: Implement AI for automated scoring of objective tests and intelligent, secure remote proctoring solutions.
- Natural Language Processing (NLP) for Feedback: Analyze essays and short-answer questions to provide feedback on structure, clarity, and argumentation.
- Plagiarism Detection & Authorship Verification: Deploy advanced AI models to ensure academic integrity with high accuracy.
Custom Analytics Platforms & Dashboards
Empower your educators, administrators, and students with clear, intuitive data visualizations. We design and build custom platforms that consolidate data from multiple sources into role-based dashboards, making complex analytics accessible to everyone.
- Administrator Dashboards: Provide institution-wide views on retention, engagement, and program effectiveness.
- Instructor Dashboards: Offer real-time insights into class performance, individual student struggles, and content engagement.
- Student-Facing Dashboards: Empower students to track their own progress, understand their learning patterns, and set personal goals.
Real-World Impact: Our Success Stories
We don't just build technology; we deliver tangible educational outcomes. Explore how we've helped institutions like yours harness the power of AI.
Case Study: Reducing Attrition at a State University
The Challenge
The university's existing support systems were reactive. Advisors only became aware of struggling students after poor midterm grades, by which time it was often too late. They lacked a unified view of student engagement across their LMS, library systems, and campus services.
Our Solution
We developed a custom predictive analytics model that ingested data from multiple sources:
- LMS activity (logins, assignment submissions, forum participation).
- Student Information System (SIS) data (demographics, high school GPA).
- Library and resource center usage.
- Campus event attendance.
The model generated a real-time "risk score" for each freshman, which was displayed on a custom dashboard for academic advisors. The system automatically triggered alerts and suggested intervention strategies.
Case Study: Powering Personalization for an EdTech Platform
The Challenge
The client's platform had a vast library of educational content but lacked the mechanism to recommend it intelligently. They needed a scalable AI engine that could analyze student performance in real-time and dynamically adjust the curriculum.
Our Solution
We designed and implemented a multi-faceted personalization engine:
- Developed a knowledge graph to map dependencies between all learning concepts in their curriculum.
- Built a real-time recommendation engine using collaborative filtering and content-based models.
- Created an adaptive assessment module that adjusts question difficulty based on student answers.
- Integrated the engine seamlessly into their existing platform via a robust set of APIs.
The new system provides each student with a unique learning journey, suggesting remedial content for weak areas and offering advanced topics for those ready to move ahead.
Case Study: Optimizing Training ROI for a Fortune 500
The Challenge
The company's L&D department operated on anecdotal evidence. They couldn't answer critical questions like: Which courses actually improve job performance? What skills gaps exist in our workforce? Are we providing the right training to the right teams?
Our Solution
We built a comprehensive Learning Analytics Platform that correlated training data with business outcomes:
- Integrated their LMS with their HRIS and performance management systems.
- Developed AI models to identify the key skills and training modules that correlated with top performance in various roles.
- Created a "Skills Gap Analysis" tool for managers to identify team-wide training needs.
- Designed executive dashboards to visualize training ROI, program effectiveness, and overall workforce competency.
The platform provided clear, data-backed evidence of what was working, allowing the L&D team to cut ineffective programs and double down on high-impact training.
Our Technology & Tools
We leverage a robust, modern technology stack to build high-performance, scalable, and secure learning analytics solutions.
What Our Clients Say
Our success is measured by the success of our partners. Here's what they have to say about our collaboration and impact.
Errna's expertise in both AI and the education sector is unparalleled. They didn't just deliver code; they provided strategic guidance that has fundamentally improved how we support our students.
The data privacy and security considerations for our project were immense. The Errna team handled them flawlessly, ensuring full FERPA compliance and giving our IT team complete peace of mind.
We chose Errna because of their CMMI Level 5 process maturity. The project was managed with incredible transparency and efficiency. We always knew the status and our feedback was incorporated at every stage.
Frequently Asked Questions
Have questions? We have answers. Here are some common inquiries about our AI for Learning Analytics services.
Data security is our top priority. We are SOC 2 and ISO 27001 certified and adhere to a strict privacy-by-design methodology. All solutions are built to be compliant with regulations like FERPA and GDPR. We employ techniques like data anonymization, encryption, and role-based access control to ensure data is always protected.
The timeline varies depending on the project's complexity and the state of your existing data infrastructure. A pilot project or a proof-of-concept can often be delivered in 8-12 weeks. A full-scale, institution-wide implementation typically takes 6-9 months. We work with you to define a phased rollout that delivers value quickly.
The more data, the better, but we can start with what you have. Typically, we look for data from your Learning Management System (LMS), Student Information System (SIS), and any other platforms that track student activity. This includes grades, attendance, login frequency, content access, and demographic information. Our first step is always a data readiness assessment.
Absolutely. Integration is a core part of our service. We have extensive experience building robust APIs and data pipelines to connect with all major LMS and SIS platforms, including Canvas, Blackboard, Moodle, and Banner, creating a seamless flow of information.
Ready to Unlock the Power of Your Data?
Let's discuss how AI-driven learning analytics can help you achieve your institution's goals. Schedule a free, no-obligation consultation with our EdTech AI experts today.
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