Two platforms.
One architecture beneath.
Advisify and Aceprep are built on the same three-layer AI core. They demonstrate what production-grade AI looks like in practice: validated, cited, explainable, and live.
Advisify
AI-powered multi-agent advisory platform for immigration. Automates up-to-date rules and laws for every VISA type: looks at your actual profile and suggests the most relevant path based on real, current data. Not generic LLM calls that hallucinate or have cut-off knowledge.
Core capabilities
Advisify reads your actual profile: nationality, qualifications, work history, family status, and financial situation: and matches it against current VISA eligibility criteria.
Every recommendation includes the reasoning path, the rules applied, and the source documents retrieved. No black-box answers. Auditable by design.
Complex or edge-case queries automatically surface to expert reviewers with a complete AI-prepared briefing. Human approval before final delivery.
Immigration rules change constantly. Advisify's knowledge base updates in real time as policies, VISA categories, and eligibility criteria change.
Subscription-based access for both individual users and organizations. White-label options available for enterprise deployment.
How it's built
Natural language query received, intent classified, domain context established
Semantic search over domain knowledge base retrieves top-k relevant documents
Deterministic rules applied to filter clearly ineligible pathways before LLM reasoning
GPT-4.1 and Claude Sonnet generate independent answers; outputs compared and weighted
Consensus confidence scored; low-confidence outputs flagged for expert review
Decision-ready advisory report generated with citations, confidence score, and next steps
Technology stack
SaaS subscription (B2C & B2B) · White-label enterprise licensing · API integration into existing advisory workflows
AcePrep AI
AI-powered exam preparation platform built to help students solve academic questions quickly, learn concepts deeply, and practice continuously.
Core capabilities
Students submit academic questions via typing or image upload to get step-by-step reasoning, final answers, and detected subject labels.
Create custom practice sessions by subject and length. Students get score breakdowns and the ability to bookmark questions.
A personal student library saving quiz logs, bookmark lists, and recently viewed contents for focused revisions.
Grounds answers in specific mark schemes and past paper context rather than generic LLM outputs.
Uses advanced vision algorithms to parse handwritten workings, checking completeness against exam marks.
Cross-platform interface providing user management, content review, category configuring, and response moderation.
How it's built
Extracts user questions via direct keyboard inputs or camera snapshots
Queries marking guides and past paper caches to index rules
Formulates clear step-by-step explanations and assigns subject tags
Builds customized quiz practice loops targeting concept weaknesses
Maintains platform compliance and audits flagged outputs via Flutter
Technology stack
The adaptive learning and dynamic quiz infrastructure underlying AcePrep AI is customizable for higher-education system integrations and B2B tutoring networks.
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