In today's rapidly advancing world of artificial intelligence (AI), most AI systems rely on aggregate data or self-reported to derive insights and make decisions - not unlike websites like Yelp that use aggregate information to provide recommendations. At AstrumU, we’re interested in "individuals over aggregates". This is embodied by our LevelSet solutions, which harnesses individual data to truly create personalized outcomes.

Why is individual data so crucial?

While aggregate data has some benefits, relying solely on this approach leads to generic recommendations and solutions that may not align with the unique needs and aspirations of individuals. Let’s return to the AI + Yelp example. If you asked AI to recommend restaurants nearby, you would receive the top-rated restaurants within a certain radius, without filters. If, however, you used AI with personalized information, i.e., vegetarian, loves Mediterranean food, doesn’t want to travel more than 10 miles, the results would include individualized recommendations, likely very different from the unfiltered version.  If understanding who you are and what you want matters for picking a restaurant, how much more does it matter for picking the right educational pathway or career outcome?

Through LevelSet, our focus is on each person’s learned and working skills. By analyzing an individual's skills, experiences, and qualifications, LevelSet zeros in on strengths and where there are areas in need of up-skilling. Then we can provide personalized career pathways and recommendations that align with that individual’s goals.By prioritizing individual data, we ensure our platform provides tailored guidance and opportunities to maximize true potential.

How?

Our technology analyzes verifiable data and considers context into how our learners gain these skills (whether through education or experience). LevelSet technology then organizes and indexes this information and uses machine learning to offer predictive individual learning recommendations based on an individual’s needs and preferences. Ultimately, the LevelSet platform connects learners with well-suited career opportunities that align closely with their skills and interests.

True success lies in empowering and helping individuals navigate the ever-evolving skills economy. Our commitment through LevelSet is to level the playing field so that everyone has an opportunity at economic mobility, no matter where their journey started.

Adam Wray
Founder & CEO