Drop in ISO PDFs.
Pipeink accepts ASME Y14.5 isometrics, P&IDs, and spool sheets — single sheets or multi-sheet packages. No template required.
Every piping spool starts as a drawing.
The isometric is the contract: a hand-drafted or CAD-rendered 3D sketch, dimensioned and balloon-numbered, with a title block and a revision letter. Today, turning that drawing into a fabrication-ready bill of materials takes hours of manual transcription per sheet — hours that compound across a project of dozens or hundreds of spools.
Pipeink reads the drawing in minutes — and shows its work, line by line, balloon by balloon, zone by zone. The fabricator stays in command of every line that leaves the building.
1Read the drawing the way a fabricator reads it — by zone, by mark, by spool.
2Treat every extracted line as a measurement, never a guess. Confidence is a dimension, not a colour.
3Keep the human in command. The keyboard is faster than any cursor; the only red on the sheet is one a person needs to see.
Upload, extract, review, export.
Read line by line.
Every piece-mark gets a balloon. Every dimension a string. Every line a confidence — measured, not asserted.
Confirm in keystrokes.
Step through extracted rows from a single keyboard. Edit inline. Redline anything that needs a person.
Hand off ready-to-fabricate tables.
CSV, XLSX, or your shop-internal template. Every cell is traceable back to its sheet zone, balloon, and source dimension.
A bill of materials you can check line by line.
The rows below set out what Pipeink produces, drawn in the same table it hands back: every line carries a sheet zone, a balloon, a measured confidence, and a state.
ZoneMarkQtyCapabilityFormatUnitReadinessState
A-111BOM extraction from PDFsISO · Fab drawingsPer sheet
98%
✓A-321Title-block captureDrawing · Rev · ProjectPer sheet
95%
·B-231Material-code matchingCatalog · SpecPer line item
74%
1C-241Source traceabilityZone · Balloon · DimPer cell
96%
›C-451Confidence per lineDimension stringPer line
93%
—D-361Export formatsCSV · XLSX · TemplatePer package
90%
—Designed for fabrication shops, EPCs, and owner-operator teams.
SectorsOil & gas · Chemical · Water/wastewater · Structural piping
UsersFabrication shops · EPC contractors · Owner-operator inspection teams
StandardsASME Y14.5 · ISO 15519-2 · AWWA M11
StatusPrivate beta · Spring 2026
Cody KinghamCo-founder · Principal AI scientist · Previously Oracle · University of Cambridge · cody@bayousemantics.com
Keenan KalraCo-founder · Senior AI engineer · Previously Oracle · UT Austin · keenan@bayousemantics.com