What Falcon Eyes does

Falcon Eyes Inc. is a Seoul-based research and product company building on-device vision AI that converts images into auditable physical measurements for industrial field inspection. Its core product, GaugeAnything, is a training-free measurement pipeline built on top of the SAM3 foundation segmentation model. The system takes a single photograph of a crack, pipe, room, machine part, or other field asset and returns engineering-ready outputs including millimeters, counts, spacing, scale, confidence scores, and failure reasons, replacing hours of manual tracing and CAD measurement with a workflow that runs in seconds. The technical stack combines foundation-model segmentation with a proprietary measurement layer, a custom benchmark (GaugeBench), and explicit limitation audits intended to make results inspectable rather than opaque.

The company monetizes through three channels. First, a Measurement API that exposes image-to-physical-quantity conversion as auditable inspection atoms for engineering teams integrating measurement into existing inspection workflows, structured as usage-based inference. Second, private vertical pilots covering cracks, pipes, rooms, equipment surfaces, fasteners, rebar, and customer-specific defects, run as direct engagements with industrial field teams. Third, the GaugeAnything core is released as open source under Apache 2.0 on GitHub and Hugging Face, alongside a research paper and the GaugeBench protocol, to build developer trust and feed the top of the funnel. Lead generation is product-led: a live demo on the website funnels users to a single pilot inquiry email handled by the CEO.

Falcon Eyes is privately held, was founded in 2025, operates with 1-10 employees, and is led by CEO Hyunwoo Joo. No funding rounds, named customers, partnerships, patents, certifications, or revenue figures are disclosed. All commercial activity currently flows through direct pilot outreach, and the public inference endpoint is noted as not yet configured.

Name

Falcon Eyes

Legal name

Falcon Eyes Inc.

Website

https://falconoon.com

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Short description

Falcon Eyes builds on-device vision AI that converts single images into physical measurements (millimeters, counts, spacing, confidence) for industrial field inspection teams in infrastructure, equipment, and facility inspection.

Ownership category

akta.pro rank

Product category

Industrial Measurement AI Software

NAICS

Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (33451), Instruments and Related Products Manufacturing for Measuring, Displaying, and Controlling Industrial Process Variables (334513), Other Measuring and Controlling Device Manufacturing (334519)

SIC

Industrial Instruments For Measurement, Display, And Control (3823), Optical Instruments & Lenses (3827), Measuring & Controlling Devices, Nec (3829)

akta.pro primary industry

Machine Vision & Optical Sensing (Cameras, 3D vision, LiDAR, illumination) (IMAGAFAB)

Keywords

• Industrial measurement AI
• Computer vision measurement
• Vision-to-physical-quantity
• Foundation model segmentation
• Measurement API platform

Headquarters

HQ city

Kimpo

HQ country

South Korea

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Measurement API (inference): Pay-per-use or subscription-based access to the GaugeAnything measurement API, returning physical quantities (width, diameter, area, spacing, count, confidence) from image inputs. Revenue model not explicitly disclosed but implied by the API product offering.
2. Private Vertical Pilots: Custom measurement solutions for specific industrial defects and use cases (cracks, pipes, equipment surfaces, fasteners, rebar). Revenue model likely project-based or subscription for specialized vertical heads.

Go-to-market motion3 records

Distribution channels4 records

Marketing channels6 records

Core offering

Falcon Eyes develops GaugeAnything, a training-free measurement pipeline that converts photographs of industrial objects (cracks, pipes, rooms, machine parts, fasteners, rebar, equipment surfaces) into physical measurement outputs including millimeters, counts, spacing, and confidence. The offering is delivered through an open-source core on GitHub, a Measurement API for programmatic access, and private vertical pilots tailored to specific industrial inspection use cases.

Product overview

Falcon Eyes is a research + product company offering industrial measurement AI. The core product is GaugeAnything, a training-free measurement pipeline that converts images to physical measurements. The product portfolio consists of GaugeAnything as the foundational platform, supplemented by the Measurement API for programmatic access to image-to-physical-quantity conversion, Field Capture for mobile-ready inspection workflows, and Private Pilots for vertical-specific measurement solutions targeting cracks, pipes, rooms, equipment surfaces, fasteners, rebar, and customer-specific defects.

Differentiator

Problem solved

Functional benefit

Brands

• GaugeAnything: Measurement AI technology that converts images to physical measurements including millimeters, counts, spacing, confidence, and inspection-ready evidence.

Products and services

• GaugeAnything Training-free measurement pipeline that converts visual perception into physical measurement outputs including millimeters, counts, spacing, confidence, and inspection-ready evidence; generalizes across cracks, defects, counts, parts, and dynamic scenes without customer-specific finetuning. Built for engineering teams and industrial inspection groups requiring auditable physical quantity outputs from a single photograph.
• Measurement API Image-to-physical-quantity API that returns width, diameter, area, spacing, count, and confidence values as auditable inspection atoms for industrial measurement workflows. Targets enterprise engineering teams integrating measurement capabilities into existing inspection systems.
• Private Vertical Pilots Vertical measurement heads tailored to specific industrial applications including crack width, pipe diameter, room dimensions, equipment surface defect inspection, fastener count, known-object scale, and RGB-D object dimensions. Sold as private pilot engagements to industrial inspection teams.

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature5 records

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Others

• Scale AI: Data infrastructure and labeling platform for ML vision models — adjacent rather than direct competition, but its industrial-grade annotation tooling overlaps with the labeled data requirements underpinning Falcon Anything's benchmarks.
• Superb AI: Computer vision data and MLOps platform supporting dataset management, labeling, and model evaluation — adjacent infrastructure competitor to the developer tooling around Falcon Eyes' GaugeAnything.

Emerging players

• Roboflow: Computer-vision development platform enabling teams to build, train, and deploy object detection and segmentation models — overlaps with Falcon Eyes' developer-led GTM and could expand upstream into measurement-grade inspection.
• Encord: Data development platform for vision AI including labeling, curation, and evaluation — adjacent tooling to Falcon Eyes' measurement pipeline, serving a partially overlapping developer buyer.

Direct peers

• V7 Labs: Vision-AI platform targeting industrial and scientific inspection workflows with labeling, training, and automation tooling — overlaps with Falcon Eyes' vertical inspection use cases and developer-first delivery model.
• Landing AI: Founded by Andrew Ng, Landing AI builds computer-vision platforms for industrial manufacturing and inspection, including defect detection and quality workflows — directly comparable to Falcon Eyes' vision-AI-for-industrial-inspection wedge.
• Chooch AI: Enterprise vision-AI platform offering pre-trained models and APIs for industrial, safety, and retail inspection use cases — competes with Falcon Eyes on the API-first industrial inspection wedge.

Broad incumbents

• Keyence: Global leader in industrial sensors, measurement systems, and machine vision — its measurement product line competes directly with Falcon Eyes' crack width, pipe diameter, and equipment surface defect use cases.
• Basler AG: Industrial camera and embedded vision hardware manufacturer with software tooling for inspection and measurement — provides the hardware-side complement to Falcon Eyes' software-only vision pipeline.
• Cognex Corporation: The largest pure-play industrial machine vision company, offering hardware plus software for measurement, inspection, and defect detection — the incumbent Falcon Eyes is positioning its API as a complement/replacement to.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat3 records

Key risks5 records

Key highlights5 records

Customer concentration

• GitHubgithub.com/falcons-eyes/GaugeAnything

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Falcon Eyes