Not OCR. Intelligence.
Stop re-typing instrument lists, datasheets, and valve schedules. aikaruvi reads your engineering PDFs and returns clean, structured data — ready for Plant3D, Excel, or your database.
Drop your engineering PDF
Instrument list, valve schedule, datasheet — we handle all formats
Built for teams at
Automate the tedious parts of engineering.
Remove manual data entry from technical workflows. Our AI understands plant symbols, datasheets, specifications, and schedules.
Datasheet Extraction
Extract tabular and key-value properties from equipment, valve, and instrument datasheets directly to clean databases.
Plant3D Ready Output
Structured JSON/CSV outputs map seamlessly to AutoCAD Plant3D P&ID databases, line lists, and equipment schedules.
Enterprise Security
Uploads are siloed, traffic is encrypted, and your engineering data is never used to train public AI models.
Built for engineers, not generic use.
Other tools give you text. We give you structured, database-ready data your team can actually use.
| Task | Manual Entry | Generic OCR | ChatGPT alone | aikaruvi |
|---|---|---|---|---|
| Instrument List Parsing | Hours of typing | Misses structure | No file context | ✓ Seconds |
| Equipment Datasheets | Error-prone | Plain text only | No JSON schema | ✓ Structured JSON |
| Valve Schedule Extraction | Days per project | Table confusion | Hallucination risk | ✓ Validated output |
| Plant3D Integration | Manual mapping | Not supported | Not supported | ✓ Direct DB mapping |
| Multi-sheet Processing | One at a time | Single page | Token limits | ✓ Parallel vision |
Real results from real projects.
Teams across EPC firms and plant design consultancies are cutting hours of data entry every week.
We used to spend a full day manually keying in instrument data from vendor datasheets. aikaruvi does the same job in under 5 minutes with zero errors.
Finally something that actually understands engineering document structure. It picked up our custom tag numbering convention on the first try.
The JSON output maps directly into our Plant3D database. It felt like it was built specifically for our workflow — probably because it was.
Built for every engineering discipline.
Whether you're an instrument engineer or a CAD manager, aikaruvi removes the data entry bottleneck from your specific workflow.
- Instrument datasheet parsing (any vendor format)
- Loop diagram tag extraction
- I/O list structured export to CSV/Excel
- Tag number cross-referencing validation
- Line list extraction with fluid, temp, pressure specs
- Valve schedule parsing to Plant3D DB format
- Pipe class reconciliation from spec sheets
- Multi-sheet P&ID reference extraction
- Bulk document batch processing
- Equipment register population from MRs
- Vendor document transmittal data extraction
- Purchase order spec alignment checking
- Spec compliance cross-checking
- Missing field detection across document sets
- Revision history delta extraction
- Standardised output for review sign-off
Up and running in three steps.
No integration required. Upload a PDF, get structured data. That's the whole workflow.
Upload your PDF
Drag and drop any engineering document — datasheets, instrument lists, line lists, valve schedules.
AI extracts & structures
Our engineering-trained AI reads every table, row, and tag — understanding context a generic OCR never could.
Export & integrate
Download JSON, CSV, or pipe directly into Plant3D. Your data is ready before the kettle boils.