Drawing Extraction
Upload structural fabrication drawings (PDF) to parse assemblies, BOM line items, and generate validated 33-column Excel workbooks.
Drop your fabrication drawing PDF here
Supports Tekla / AutoCAD Structural PDFs (Max 50 MB)
Drop multiple drawing PDFs here for combined batch
Select multiple drawing sheets (Max 50 MB each)
System Dashboard
Operational overview of drawing conversion jobs, processing statistics, and engine status.
Processing Engine & Hardware Acceleration
| Compute Device | CUDA (GPU Acceleration) | Active GPU | NVIDIA GeForce RTX 3080 Ti |
| PyTorch Version | 2.6.0+cu124 | CUDA Version | 12.4 |
| Master Spec | 33 Columns (Deterministic + Vision Corroborated) | CPU Fallback | Ready & Verified |
Recent Drawing Jobs
| Job ID | Drawing Name | Mode | Status | Date | Action |
|---|---|---|---|---|---|
| Loading live job records... | |||||
Processing Jobs
Complete log of all drawing extraction jobs with live progress states and generated output workbooks.
| Job Identifier | Drawing File | Mode | Stage / Progress | Status | Created At | Download |
|---|---|---|---|---|---|---|
| Loading job records... | ||||||
Results & Generated Exports
Download compiled Assembly Part List Excel files formatted strictly against the 33-column reference specification.
| Generated Workbook (.xlsx) | Source Job | Specification | Integrity Status | Download |
|---|---|---|---|---|
| Scanning storage/exports... | ||||
Engineering Rules & Validation Specification
Deterministic Tekla schedule parsing and Computer-Vision corroboration standards applied to fabrication drawings.
Tekla Spatial BOM Schedule Parser
Column-aware regex segmentation separates concatenated fields such as 1IS:2062-E250 into Qty: 1 and Material: IS:2062-E250. Prevents phantom part marks like E250 or BR.
Assembly Quantity Multipliers
Reads title block requirements (e.g. 3 NOs. PURLIN REQD) to populate TOTAL NO. without defaulting to 1.
Without Shop Weld (W/O) Detection
Detects parts marked with (W/O) and sets WELDING to NO SHOP WELD while populating appropriate cutting/drilling flags.
Duplicate Part Mark Aggregation
Safely aggregates identical part marks within the same assembly (summing quantities and weights) while verifying length and profile parity.
300 DPI Vision Corroboration
Renders high-resolution drawing regions to corroborate hole counts, welded callouts, and plate bent geometry via Computer Vision.
Master 33-Column Excel Generation
Emits exact 33 populated columns matching the reference ground truth with live formulas (=H*I, =J*K) and preserves column formats.
System Status & Environment Diagnostics
Diagnostics on hosting environment, runtime acceleration, storage confinement, and background maintenance.
Environment Information
| Application | FYXIN ISOMETRIC DRAWING EXTRACTOR (v5.1.0) | Web Server | PHP 8.2.12 CLI / FastCGI |
| Python Engine | Python 3.11 (PyTorch 2.6.0+cu124) | Hardware Engine | NVIDIA GeForce RTX 3080 Ti (12 GB VRAM) |
| Path Confinement | Confinded (Outside Public Root) | SQL Prepared Stmts | 100% Parameterized (0 Concatenation) |
| Retention Cleaner | python/storage_cleanup.py (Tested & Ready) |
Automated Regression | 67 / 67 Tests Passing (100%) |
Desktop Processing Agent
Download, bind, and manage the Windows Processing Agent client for high-performance fabrication drawing extraction.
Windows Processing Agent Installer
Official CPU Release| Installer File | FYXIN Processing Agent Setup.exe | Package Size | 123.05 MB (Compact CPU Release) |
| Compatibility | Windows 10 / 11 (64-bit) | Python / CUDA Needed? | No (Zero Python/Pip Required) |
| Checksum (SHA256) | F00F5CB9B16889CAEE0A3CB0960B37316946599380CE786651B82B6827441C66 | ||
| Server Target | https://iso.pavniengineering.com | Communication Mode | Outbound HTTPS Only (No Open Ports) |
Customer Device Activation
Windows DPAPI ProtectedGenerate a secure, single-use 12-character activation code to bind your installed Windows Processing Agent to your customer account.
When the installer or agent launches for the first time, paste this code to establish a hardware-encrypted connection token.
Agent Connection Telemetry
| Agent State | OFFLINE | Worker Identifier | — |
| Device Architecture | Standard CPU Mode | Last Heartbeat | — |
Account & Access Control
Customer tenant context, operator profile, and session management for enterprise data isolation.
Active Operator Profile
Authenticated| Operator Name | Fabrication Engineer | Role / Access Level | Engineer |
| Customer Tenant | cust_default (FYXIN Fabrication Ltd.) | Session Security | HTTPOnly / Secure Cookies |