Turn Learner Engagement into
Demonstrable Impact.
In the competitive EdTech landscape, success is measured by more than just platform usage. You need to prove that your product delivers real educational outcomes, drives institutional adoption, and supports sustainable commercial growth.
We help EdTech companies build data platforms that connect the dots between learner engagement, content efficacy, and business performance. We unify your data to deliver the actionable insights you need to improve learning outcomes and accelerate growth.
The data partner for innovative education companies, including:



When Your Data Doesn't Tell the Full Story
Your platform generates a wealth of data on learner activity, but it's often siloed from the commercial and operational data that drives your business. This creates critical blind spots.
You Can't Link Platform Usage to Outcomes
You see that learners are active, but you can't easily measure how their engagement with specific content or features translates into better academic results, higher retention rates, or successful student journeys.
You're Flying Blind on Institutional Adoption
Your sales and CRM data is disconnected from your product usage data. You can't see which schools are truly engaged, which are at risk of churn, or which accounts represent the biggest expansion opportunities.
You're Struggling to Provide Actionable Insights to Educators
Your process for analyzing survey data or platform usage is manual and slow. This creates delays for schools and educators who need timely, data-driven recommendations to improve student wellbeing and performance.
A Unified Platform for Data-Driven Student Growth
We provide the strategic framework, technical implementation and and a single source of truth for your fast-growing EduTech or educational institution.
Unified Learner & Customer Journey
We centralize data from your platform, CRM, and marketing tools to map the entire journey, from initial prospect to engaged institution. We help you understand adoption patterns, identify at-risk accounts, and power your customer success teams with proactive insights.
Outcome & Efficacy Measurement
We build the data models that connect platform engagement with tangible outcomes. Whether it's attributing student success to specific interventions or measuring the impact of new features on retention, we help you prove the educational value of your product.
AI-Powered Insights & Personalization
Go beyond static dashboards. We leverage Generative AI and Text-to-SQL agents to create conversational analytics experiences. Empower educators and administrators to ask natural language questions and receive instant, actionable recommendations from their data.
Modern, Scalable Data Infrastructure
We architect and build the solid data foundation you need to scale. From implementing first-party event tracking with Snowplow to building a dimensional data warehouse with dbt and Looker, we ensure your infrastructure is secure, reliable, and ready for growth.
Our Expertise in Action: Driving Innovation in EdTech
We have a proven track record of helping EdTech leaders solve their most complex data challenges and build a competitive advantage through analytics.

Bringing AI-Driven Insights to Educator Wellbeing
We partnered with Welbee to develop an AI-powered proof of concept for their "Intelligent Ed" platform, using Google's Gemini and LangChain to create a conversational chatbot that delivers instant, actionable insights from behavioral survey data.
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Measuring and Understanding User Engagement
We worked with BridgeU to centralize their behavioral survey results and usage event data, building a dimensional data warehouse and Looker dashboards to help them understand which platform actions were most influential in moving students through the university application funnel.
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