Construction

Blueprints and tables — finally readable by machines

Blueprints and tables — finally readable by machines

Blueprints and tables — finally readable by machines

Construction data lives in drawings and PDFs. Traditional OCR fails here.

Loved by leading

AI companies

Loved by leading AI companies

how it works

Blueprint & Table Intelligence

Blueprint & Table Intelligence

We convert drawings, floorplans, and complex tables into structured, machine-readable data.

Parse blueprints and floorplans into structured data

Extract complex tables (BOQs, schedules, material lists)

Understand symbols, annotations, and revisions

Why it matters

Fewer Mistakes, Faster Decisions

Fewer Mistakes, Faster Decisions

Manual takeoffs and reviews cause delays and expensive downstream errors.

Faster reviews and takeoffs

Fewer downstream mistakes

No manual transcription

Why VLM Run

Vision-Native for Technical Documents

Vision-Native for Technical Documents

Models trained on diagrams and engineering layouts — not receipts and invoices.

Models trained on diagrams and engineering layouts — not receipts and invoices.

Vision-first models trained on diagrams

Vision-first models trained on diagrams

Handles merged cells and multi-page tables

Handles merged cells and multi-page tables

Drop-in API for construction platforms

Drop-in API for construction platforms

security

Healthcare data requires

zero compromise.

Healthcare data requires

zero compromise.

SOC 2 Type II

Certified for security controls.

GDPR

Complies with EU data laws.

ISO 27001

Meets global ISMS standards.

HIPAA

BAA available for enterprise plans.

Testimonials

The new standard
for visual intelligence

The new standard
for visual intelligence

Whatever your visual intelligence needs, it's already built in through 40+ specialized computer vision tools.

Testimonials

The new standard
for visual intelligence

Whatever your visual intelligence needs, it's already built in through 40+ specialized computer vision tools.

Testimonials

The new standard
for visual intelligence

Whatever your visual intelligence needs, it's already built in through 40+ specialized computer vision tools.

our blog

Learn how healthcare teams

use
VLM Run in production

Learn how healthcare teams

use
VLM Run in production

Frequently asked

questions

Frequently asked

questions

Can VLM Run handle handwritten and scanned documents?

Frontier models can describe what they see — but not act on it. Orion goes beyond perception by planning, executing, and validating visual tasks. Instead of just describing an image, Orion can detect, crop, segment, generate, and analyze in sequence — reliably and deterministically.

Can VLM Run handle handwritten and scanned documents?

Frontier models can describe what they see — but not act on it. Orion goes beyond perception by planning, executing, and validating visual tasks. Instead of just describing an image, Orion can detect, crop, segment, generate, and analyze in sequence — reliably and deterministically.

Can VLM Run handle handwritten and scanned documents?

Frontier models can describe what they see — but not act on it. Orion goes beyond perception by planning, executing, and validating visual tasks. Instead of just describing an image, Orion can detect, crop, segment, generate, and analyze in sequence — reliably and deterministically.

What can I build with Orion?

Developers are already using Orion for a wide range of applications – from visual ETL pipelines that detect, extract, and structure information, to automated product and marketing asset generation, document parsing and redaction, video summarization and clipping, and even medical and geospatial visual analysis. If your workflow involves visual data, Orion can make it intelligent and interactive.

What can I build with Orion?

Developers are already using Orion for a wide range of applications – from visual ETL pipelines that detect, extract, and structure information, to automated product and marketing asset generation, document parsing and redaction, video summarization and clipping, and even medical and geospatial visual analysis. If your workflow involves visual data, Orion can make it intelligent and interactive.

What can I build with Orion?

Developers are already using Orion for a wide range of applications – from visual ETL pipelines that detect, extract, and structure information, to automated product and marketing asset generation, document parsing and redaction, video summarization and clipping, and even medical and geospatial visual analysis. If your workflow involves visual data, Orion can make it intelligent and interactive.

How is Orion priced?

Orion’s pricing is designed to be flexible and transparent — based on the tools you use and the volume of visual tasks you run. Each visual capability (detection, segmentation, OCR, generation, etc.) is priced per use, allowing you to scale from experimentation to production without committing to fixed model tiers. Enterprise plans include predictable monthly or on-prem options for teams that need volume pricing, VPC deployments, or compliance guarantees.

How is Orion priced?

Orion’s pricing is designed to be flexible and transparent — based on the tools you use and the volume of visual tasks you run. Each visual capability (detection, segmentation, OCR, generation, etc.) is priced per use, allowing you to scale from experimentation to production without committing to fixed model tiers. Enterprise plans include predictable monthly or on-prem options for teams that need volume pricing, VPC deployments, or compliance guarantees.

How is Orion priced?

Orion’s pricing is designed to be flexible and transparent — based on the tools you use and the volume of visual tasks you run. Each visual capability (detection, segmentation, OCR, generation, etc.) is priced per use, allowing you to scale from experimentation to production without committing to fixed model tiers. Enterprise plans include predictable monthly or on-prem options for teams that need volume pricing, VPC deployments, or compliance guarantees.

How accurate is Orion compared to traditional CV models? Orion taps in

Orion taps into both modern VLM archteictures and traditional computer-vision models, allowing it to reason and accurately perform visual tasks. In benchmarks across several multi-modal tasks (MMMU, MMBench, DocVQA, RefCOCO etc), Orion consistent outperformed leading VLMs on multi-step visual reasoning, structured OCR and traditional CV tasks like detection, segmentation, tracking. See our whitepaper for more details.

How accurate is Orion compared to traditional CV models? Orion taps in

Orion taps into both modern VLM archteictures and traditional computer-vision models, allowing it to reason and accurately perform visual tasks. In benchmarks across several multi-modal tasks (MMMU, MMBench, DocVQA, RefCOCO etc), Orion consistent outperformed leading VLMs on multi-step visual reasoning, structured OCR and traditional CV tasks like detection, segmentation, tracking. See our whitepaper for more details.

How accurate is Orion compared to traditional CV models? Orion taps in

Orion taps into both modern VLM archteictures and traditional computer-vision models, allowing it to reason and accurately perform visual tasks. In benchmarks across several multi-modal tasks (MMMU, MMBench, DocVQA, RefCOCO etc), Orion consistent outperformed leading VLMs on multi-step visual reasoning, structured OCR and traditional CV tasks like detection, segmentation, tracking. See our whitepaper for more details.

Try Orion Free today.

Try Orion
Free today.

Visual Intelligence for Enterprise.

by Autonomi Al Inc. All rights reserved. © 2025

Visual Intelligence for Enterprise.

by Autonomi Al Inc. All rights reserved. © 2025

Visual Intelligence for Enterprise.

by Autonomi Al Inc. All rights reserved. © 2025