Company Dossier · Edtech · Higher Education AI
Analytikus
The Miami company that treats student dropout as what it actually is: a data problem.
The Miami company that treats student dropout as what it actually is: a data problem.
Every semester, universities lose students they could have kept. Not usually because nobody cared, but because nobody saw it coming - the logins that stopped, the assignments turned in a little later each week, the participation that quietly trailed off. Analytikus, a Miami edtech founded in 2015, built its business on a plain observation: that data was always there. Someone just had to look.
The company's core insight is unglamorous and correct. A learning management system - Canvas, Moodle, Blackboard, whatever the campus runs - is already a sensor network. It logs when a student shows up, what they click, how they do, whether they came back. Most institutions throw that exhaust away, or bury it in a dashboard nobody opens. Analytikus catches it in a warehouse it calls WHALE (Warehouse of Holistic Academic and Learning Environment, which is either charming or a stretch depending on your tolerance for acronyms) and turns it into something an advisor can act on.
On top of that data sits SEAL, the flagship platform Analytikus markets under the banner of the "Augmented University." The framing matters. Plenty of edtech in the current moment is quietly about doing more with fewer humans. Analytikus' explicit stance is the opposite: the AI sits next to the professor and the advisor, not in their chair. Whether that survives contact with a budget committee is a separate question, but as a design philosophy it is at least a coherent one.
The company is small - roughly 20 to 23 people spread across four continents - and modestly funded, having raised about $180,000 of angel money back in 2017. That is not a war chest. It is, however, enough to be interesting, because Analytikus has done the thing small companies are supposed to do and mostly don't: pick one metric that matters enormously to someone, and go deep on it instead of wide on everything.
The someone, here, is a provost. The metric is the one that keeps them up at night - the students who leave before they finish, taking their tuition, their potential, and a line on the institution's completion rate with them.
The platform is a stack of named parts, each pointed at a different stage of the student's life on campus. A few of them have names that are more fun than the enterprise software genre usually allows.
The educational data warehouse. Pulls signals from the LMS and campus systems into one holistic student profile - the foundation everything else reads from.
Reads a student's digital footprints across four pillars: executive functions, social skills, learning readiness, and academic achievement.
A generative-AI virtual assistant giving students real-time, adaptive support and 24/7 tutoring in subjects like math, physics, and chemistry.
The teaching-side generative-AI assistant, surfacing the insights educators need to respond to what's actually happening in the room.
An intelligent agent delivering targeted recommendations, reminders, and tutoring - the always-on nudge inside the learning experience.
Dropout prediction. Identifies students at risk of leaving early enough for the institution to actually intervene.
A grade tells you the outcome. Portrait tries to tell you the trajectory - by scoring four dimensions the transcript never captures. (Illustrative weighting of the four pillars, for explanation.)
If you run enrollment: the recruitment modules aim to optimize which prospective students you pursue and how - the same data machinery that predicts who stays turns out to help predict who enrolls in the first place.
If you run student success: Foresight flags the at-risk students weeks before a failing midterm makes it obvious, and Portrait gives an advisor a fuller read than a GPA ever could - executive function, readiness, the social dimension.
If you teach: Socrates hands you a sense of the room, and Emilia and Learning Buddy cover the 2 a.m. tutoring you were never going to be awake for. The stated goal is to make the teacher more useful, not less needed.
If you're a student: a 24/7 assistant that actually knows your context, plus a skills planner that tries to line up what you're learning with what the labor market is hiring for. Recruitment, retention, teaching, career - the platform follows the whole arc rather than one slice of it.
Analytikus is led by Miguel Molina Cosculluela, its founder and CEO, alongside co-founder and Chief Data Science Officer Armando Alvarez Govela. The founding team came out of the corporate analytics world - more than 14 years in data and BI - before turning that toolkit on education, which is a decidedly harder market to sell into and a more consequential one to get right.
The company's stated mission is to personalize education through analytics and AI in a way that positively affects learning, teaching, and student success. That sentence is the kind of thing every edtech says. What separates Analytikus is the willingness to reduce "personalization" to something measurable: you can only personalize what you can see, and the whole platform is an argument about how to see more.
"Partnering with Lingk and leveraging their iPaaS and Data Agents allows us to tap into institutional data like never before, providing real-time insights that truly move the needle for institutions."
Miguel Molina-Cosculluela, Founder & CEOInstitutional data lives in dozens of systems, so a small analytics company's smartest move is to plug in rather than wall off. Analytikus' partner map reads accordingly.
AI and data partner; advanced partner on Open Education Analytics. Augmented Learning is listed on the Microsoft commercial marketplace.
Announced Oct 2024. Combines Lingk's iPaaS and Data Agents to unify 40+ campus systems with Analytikus' analytics.
Pairs Frequency Foundry's Student Relationship Management expertise with Analytikus' machine learning and AI.
Advanced partner in the open-source community shaping education data architecture.
Analytikus founded in Miami, Florida.
Raises roughly $180,000 in angel funding.
Announces strategic partnership with Lingk (alongside Doowii) to unify higher-education data across 40+ systems.
Operating as a distributed team of ~20 across North America, Europe, and Africa; deepens Microsoft and Frequency Foundry ties.
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Analytikus is a Miami-based education-technology company that applies machine learning and artificial intelligence to help colleges and universities reduce student dropout, sharpen recruitment, and personalize teaching. Its SEAL platform pulls signals from learning management systems and campus data into a holistic student profile (WHALE), then layers on predictive modules and generative-AI assistants - Emilia and Socrates - to give students 24/7 support and give faculty an early-warning read on who is at risk.
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