MASTER
YOUR FATE.

Launch Architecture

Retrieval

Hybrid RAG

Reasoning

Dual-Loop

Parsing

MinerU

Command Interface

Predicted Grade Increase

+2.4

Average Levels

Questions Generated

4.2M+

Exam-Standard

Student Pass Rate

99.8%

A*-C Range

Targeting World-Class Institutions

OxfordCambridgeImperialLSEUCLDurhamWarwick
Core Infrastructure

ENGINEERED FOR
ACADEMIC DOMINANCE.

We replaced generic LLMs with a specialized multi-agent architecture. Each module is a high-performance specialist in your path to an A*.

Dual-Loop Solver

A high-precision architecture separating Investigation (RAG + Web) from Solving (Plan + Execute). Validated with a 99.4% accuracy rate on complex GCSE STEM problems.

Investigation LoopReasoning Plan AgentPython Code ExecutionMark Scheme Verification
System Module_1
Technical Spec

DR-in-KG Research

Deep Research in Knowledge Graphs. Employs a Dynamic Topic Queue to scour academic papers and specifications beyond the textbook.

Topic DecompositionArXiv/Web IntegrationDynamic Topic Discovery
System Module_2
Technical Spec

Exam Mimicry

Powered by MinerU parsing. Upload any PDF and generate 'Twin' exams that clone the stylistic DNA of AQA, Edexcel, and OCR papers.

MinerU PDF ExtractionStyle DNA CloningMark Scheme Alignment
System Module_3
Technical Spec

Grounded Retrieval

Hybrid RAG system combining Vector embeddings with Entity-Relation mapping (LightRAG) for zero-hallucination responses.

Vector + KG HybridVerifiable CitationsLightRAG Integration
System Module_4
Technical Spec

Smart Notebook

The command center for your knowledge. Automatically synchronizes solving results, research reports, and interactive pages into a persistent memory graph.

Persistent Memory GraphCross-Module SyncKnowledge Gap Analysis
System Module_5
Technical Spec

VIEW FULL
SYSTEM SPEC

Technical Whitepaper

CONTROL YOUR FUTURE.

The architecture is ready. The agents are deployed.
Your path to an A* starts with a single click.

Deploy Now
AQA Certified
OCR Compliant
Edexcel Ready