Bussiness Ideas

Hyeontech Solutions Private Limited builds PrepareBuddy, a white-label AI assessment platform sold to universities, colleges and education providers. It grades both subjective and objective student responses against 11 distinct qualification frameworks — including BTEC, IB, Cambridge and NVQ — holding 94%+ alignment with human graders across all of them. The problem it addresses is specific. Institutions are assessing more students, more often, against more rubrics, with flat faculty capacity. Subjective assessment is where the cost concentrates and where consistency fails first: two qualified graders marking the same script against the same rubric routinely diverge, and that variance compounds across cohorts, campuses and accreditation cycles. For institutions teaching across several qualification frameworks the problem multiplies, because a grader calibrated to Cambridge criteria is not calibrated to BTEC criteria, and no single view of grading consistency exists. Most AI assessment tools calibrate to a single rubric, usually a generic essay scale. Institutions running mixed provision therefore need several disconnected systems or continue marking by hand. PrepareBuddy consolidates this into one system that speaks every rubric an institution actually uses. The differentiation is not AI grading, which is now a crowded category; it is grading that holds measured accuracy across many frameworks at once. That advantage comes from accumulated calibration data against real human grader decisions rather than from model quality, so it compounds with every institution onboarded rather than being closed by a competitor switching models. The platform additionally provides AI speaking evaluation capturing 48 affective dimensions alongside linguistic accuracy, adaptive testing with early-risk analytics, a custom exam builder, and integration with Canvas, Moodle, Blackboard and D2L. It supports IELTS, TOEFL, PTE, OET, CELPIP, Duolingo, GRE, GMAT and SAT preparation, plus adaptive proficiency testing across 11 languages at CEFR A1 to C2. Deployment is white-label under the institution's own brand in approximately 24 hours. By design the platform operates as decision support rather than an autonomous grader: results surface with supporting evidence for faculty review, keeping the institution's existing academic governance and appeals processes intact. PrepareBuddy is deployed with 25 universities across four continents — Australia, Southeast Asia, the Middle East and Europe — and is revenue-generating. The anchor deployment is LINC Education, which processes thousands of evaluations monthly across its university partner network. The company is recognised under the AWS and NVIDIA Inception programmes and by DPIIT under Startup India.

Startup Teams

• 1 Ravi Gadgil (Founder)
• 2 Jasvinder Singh (Founder)

Incubation Details

• Incubator Name
  Krishna Path Incubation Society-TBI
• Incubator Host Institution
  KIET group of Institutions
• State
  Uttar Pradesh
• City
  Ghaziabad