Drawing & document extraction
Read engineering drawings, spec tables, and forms into structured, queryable data — at high accuracy with review on low-confidence items.
HomeAI ServicesComputer vision
Computer vision development
Computer vision that turns images into trustworthy data
We build production computer-vision systems that read drawings, documents, and imagery into structured data — and inspect assets and detect anomalies — with human review on low-confidence items, so the output is accurate enough to act on.
From engineering drawings and spec tables to inspection imagery and video — we extract, classify, and verify at scale, and route only the uncertain cases to a person.
Is this you?
Who it's for
A good fit if you
Have piles of drawings, PDFs, forms, or imagery people key in by hand.
Inspect equipment, sites, or infrastructure and want it faster and more consistent.
Need accurate, structured output — where a wrong value has real consequences.
Probably not a fit if you
Have only a handful of documents — manual is fine.
Want 100% autonomy with no human check on edge cases.
Have no source images or documents to work from.
What we build
Vision systems that produce data you can trust
Asset & site inspection
Assess equipment and infrastructure condition from images and video — faster and more consistent than manual inspection.
Anomaly & defect detection
Flag defects, damage, or out-of-spec conditions and route them to the right person.
Data for digital twins
Turn physical records into the verified asset database that feeds a digital twin — no manual re-entry.
Human-in-the-loop review
Confidence scoring that sends only uncertain cases to a reviewer — accuracy without a manual bottleneck.
Integration
Feed the structured output straight into your systems — ERP, asset registers, or a twin.
How we work
A working pipeline in weeks, then scale
Discovery & scoping
We assess your documents or imagery and target accuracy, and scope the fastest path to value.
Prototype
A working pipeline on your real samples in weeks — with measured accuracy.
Production build
Confidence scoring, review workflow, monitoring, and data security, baked in.
Launch & iterate
We ship, measure on real volume, and improve. You own the code.
Why Waveo
Vision that's engineered for accuracy
Computer vision is only useful if the output is right — this is where confidence scoring and review earn their keep.
Accuracy you can measure
We've built extraction pipelines reaching very high accuracy on real documents — with human review catching the rest.
Real engineering
AWS Solutions Architect certified — pipelines that scale and stay reliable, not a notebook demo.
Feeds the bigger system
The structured data plugs into automation and digital twins — vision as one part of a working whole.
Proof
Vision systems we've shipped
Client details kept confidential; described by domain and outcome.
Computer vision
Drawings to a twin asset database
A computer-vision pipeline that reads engineering drawings and spec tables into a structured asset database — with human review on low-confidence items.
Read the case Related serviceDigital twins & IoT
Where vision-extracted asset data becomes a live, monitored model of your infrastructure.
Explore service IndustryMachinery & equipment
Vision inspection and parts-data extraction for businesses that make, move, and maintain machinery.
Explore industryHow engagements work
Start small, prove accuracy, then scale
Every engagement starts with a paid discovery sprint, so you get a concrete plan, measured accuracy, and an estimate before committing to a build.
Discovery sprint
A fixed, paid sprint that tests your samples, measures accuracy, and returns a plan and estimate.
Fixed-scope pilot
A production pipeline for one document type or inspection task, with review workflow.
Ongoing partnership
We scale across document types and volume and run it as an extension of your team.
FAQ
Questions we hear a lot
How accurate is the extraction?
It depends on the document quality and task, but we've reached very high accuracy on real engineering documents. Confidence scoring sends only the uncertain cases to a human reviewer, so the data you keep is trustworthy.
Can you read messy scans and handwriting?
Often, yes — we test on your real samples during discovery and tell you honestly what's achievable before you commit to a build.
Do we still need people in the loop?
For anything with real consequences, yes — but only on the small share of low-confidence cases. That's how you get accuracy without a manual bottleneck.
How does this connect to a digital twin?
The structured output becomes the verified asset database a digital twin runs on — so the twin starts from real data instead of manual entry.
How fast can we see results?
A working pipeline on your real samples in weeks, with measured accuracy. Production depends on scope, but we work in weeks, not quarters.
Get started
Drowning in documents or inspections?
Send us a few real samples and what you need out of them — we'll come back with what's achievable and how we'd build it.
Book a discovery call