jiaqi zhang@freedom9g

We are building domain-specialized AI agents that replace 50–70% of the judgment work inside study-abroad consulting and English test-prep. Instead of automating small tasks, our system automates end-to-end reasoning: school matching, essay evaluation, scoring, requirement parsing, deadline tracking, teacher routing, and personalized strategy. These steps normally require experienced consultants and do not scale with human labor. Agencies run on our multi-tenant AI operating system, where multiple agents collaborate to execute complete workflows from intake to submission. Each agent performs structured, auditable reasoning over policies, program data, and historical outcomes, delivering consistent consultant-level decisions at far higher throughput. For students, we provide instant university matching, essay scoring, and IELTS/TOEFL prediction—creating a high-value acquisition funnel that naturally drives B2B adoption. This leap is possible now because LLMs can finally perform reliable multi-step educational reasoning, while the industry faces rising labor costs and a shortage of qualified teachers. What used to be “optional automation” has become core infrastructure for agencies. Our system is powered by a global university knowledge graph covering 1,500+ institutions with structured program data, requirements, rankings, deadlines, and essay prompts. This provides the domain context needed for agents to produce consistent, explainable, policy-aligned decisions that competitors cannot easily replicate. We already have 200+ weekly active students and three agency pilots, including one paying customer. Agencies continuously request deeper automation because our system increases consultant productivity by 2–3× while standardizing quality. By automating judgment—not just tasks—we are creating scalable AI infrastructure for study-abroad and English-prep operations, with broad applicability to other credentialing and training workflows.

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!