01 / Flagship AI

Meet ClassCode AI.

The definitive RAG-powered engine for naval architecture. We've automated the translation of complex classification society rules into mathematically sound structural compliance.

classcode_engine.py
> System initialized. Connecting to Vector DB...
> Loading Document: DNV_Rules_Pt3_Ch4.pdf [SUCCESS]
> Query: "Determine required section modulus for transverse bulkhead stiffeners."
> Processing context via LLM RAG Pipeline...
Rule Reference: Pt.3 Ch.4 Sec.3 [3.1.2]
Formula Extracted: Z = 1000 * l² * s * p / σ
> Ready for variable input.

Core Capabilities

Intelligent RAG Engine

Say goodbye to Ctrl+F. Our retrieval-augmented generation pipeline contextually understands maritime rulebooks, pulling exact clauses instantly based on your query.

Automated Scantlings

The AI doesn't just read—it computes. It extracts mathematical formulas directly from class society PDFs, allowing you to instantly calculate required plate thickness.

Dynamic Checklists

Seamlessly prepare for audits. Enter a structural component or survey topic, and the system generates actionable, fully-referenced compliance checklists in seconds.

Technical Stack

ClassCode AI isn't a wrapper; it's a bespoke engineering tool. Leveraging advanced Python frameworks for document parsing and custom LangChain implementations to ensure zero hallucinations on critical formulas.

  • 01 // Vector-based Document Indexing
  • 02 // Formula Extraction Engine
  • 03 // Supports all PDF rulebooks for shipbuilding
02 / Engineering Suite

Vessel Inclining System (VIT).

The comprehensive cross-platform suite for executing, analyzing, and reporting vessel inclining experiments. Perform hydrostatic calculations and generate verifiable plots instantly.

Windows App Android App
vit_sync_engine.exe
> Platform detected: Windows NT / Android APK
> Loading Hydrostatic Particulars... [SUCCESS]
> Analyzing Pendulum Deflections & Draft Alignment...
Lightship Extracted: 1,452.40 t
Calculated VCG: 6.84 m
> Generating Multi-Page PDF Report... DONE.

Suite Features

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Real-Time Plotting

Instantly verify experiment accuracy during the test. The software plots draft marks, freeboard alignments, and heeling moment versus tangents dynamically to ensure data integrity.

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Offline-First Engine

Built for remote shipyard environments. The local database synchronizes and caches data seamlessly, allowing you to log weights, liquids, and deflections without an active internet connection.

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One-Click PDF Reports

Eliminate manual formatting. Generate comprehensive, multi-page PDF documents locally that compile all tabular records, hydrostatic calculations, and high-resolution R² verification plots.