Built on Experience.
Engineering-led document automation for commercial teams.
Spectract Labs was founded by Seamus White, a data engineer who has spent years building extraction and automation pipelines for growing companies.
After deploying dozens of pipelines across Legal, Medical, and Construction, the same problem kept coming up: commercial teams were stuck on unstructured data, and off-the-shelf tools weren't cutting it.
Spectract exists to solve those problems with custom engineering. We don't just throw AI at a PDF. We draw on a library of proven extraction approaches (computer vision for floorplans, semantic search for specifications) and build the exact pipeline your workflow needs.
See It In Action
From Messy PDFs to Structured Data in Seconds
Watch a real extraction. A scanned, multi-lingual PDF goes in. Clean, validated data comes out. Every field scored for accuracy.
How We Work
Our Extraction Methodology
A repeatable, six-phase process. Every step is built around provable accuracy and traceable results.
The Golden Test Set
We build a ground-truth dataset from your real documents. Every change is tested against it, so accuracy is provable, not promised.
Structural Analysis
We map layouts, tables, and section breaks to identify document types and route each file to the right extraction strategy automatically.
Context Targeting
Vision models pinpoint exactly where target data lives on each page. Less noise in, more accuracy out.
Intelligent Extraction
The right model for the job. Gemini for complex tables, PaddleOCR for high-volume local processing. Matched to your accuracy, cost, and control requirements.
Validation & Lineage
Every data point traces back to its source. Optional human-in-the-loop review with bounding-box highlights lets your team verify the evidence.
Integration
Clean, structured data delivered straight into your existing systems: databases, ERPs, APIs, or spreadsheets. No manual handoff.
Tell Us What You're Processing
Describe the documents your team handles manually. We'll tell you if a pilot makes sense and what accuracy to expect.