London, 26 October 2025 — Choosing a degree or apprenticeship shouldn’t feel like endless scrolling. General Dynamics INT LTD today announced a proprietary large language model (LLM) that learns each learner’s ambitions, constraints and preferences and powers a tight, made-for-you shortlist then our expert advisors step in to perfect the plan. The LLM isn’t a public chatbot; families interact with it during the “looking” process through our guided conversations and advisor-led sessions.
“Speed from AI, confidence from people that’s the point,” said Robert Florea , CEO. “We believe we’re the first UK education consultancy to run an end-to-end, proprietary LLM for discovery, matching and decision support with an expert reviewing every recommendation.”
Meet the team
- Ana Maria Miruna Miu — CEO
International student services & cultural integration. - Raluca Georgina Miu — Senior Educational Consultant
University applications & course matching. - Florea Robert Alexandru — CFO & Strategic Consultant
Scholarships, budgeting & financial planning. - Simone Adamo Carbone — Innovation & Strategic Leadership
Career strategy & academic counselling.
How the proprietary LLM works (and how you’ll use it)
- Talk like you text. In a plain-English intake with our advisor, you share goals (“creative, data-driven, London if possible”), grades, budget and lifestyle needs.
- The engine thinks. Our LLM turns that brief into a 3–5 option shortlist spanning degrees, higher & degree apprenticeships (and study-abroad where it fits).
- Human verification. Your advisor pressure-tests every suggestion, explains trade-offs (entry routes, deadlines, bursaries, commuting vs halls, placement years) and tailors personal statements and interview prep.
- Decide with confidence. You leave with a plan that fits your strengths, timeline and budget—not a one-size-fits-all promise.
For schools, colleges and employers
- Schools & colleges: Assemblies, parent evenings and 1:1 clinics—now supercharged by our LLM-assisted shortlisting so students move from “maybe” to “made it.”
- Employers: Early-talent pathways connecting T Levels, higher & degree apprenticeships to real roles and progression plans.
Privacy & fairness by design
Our LLM **supports—never replaces—**human advising. It runs under strict privacy controls; recommendations are explainable; and every decision balances fit, affordability and wellbeing.
Click this: Meet Ana Maria Miruna Miu, Raluca Georgina Miu, Florea Robert Alexandru, and Simone Adamo Carbone, and book your advisor-led, LLM-powered session at www.gdedu.co.uk or email us at hr@generaldynamics.org.uk . One conversation. One shortlist. One big sigh of relief.
