Imagery to Action

The intelligence layer between imagery and real-world operations. We turn drone, CCTV, dashcam, and field imagery into risk-aware decisions for safety, maintenance, and incident response.

Agentic
Solve the unsolved.
Contextual
Inner · Public · Yodo
Featured in
WIREDNikkei
Backed by
Institute of Science TokyoOIST Innovation未来共創イニシアティブ
Our approach

Contextual Agentic Vision

A reasoning-led ensemble of models working in concert, making visual judgments grounded in operational context.

01

Agentic Vision

A reasoning model at the center, orchestrating specialists that see the physical world in detail.

Building blocks
Detection
Segmentation
OCR
Depth
Tracking
Task-specific models
Cracks
Corrosion
Water
Debris
PPE / Safety
Vegetation
Change
Measurement
02

Contextual Grounding

Every judgment is anchored in three layers of context.

Inner Context/ yours
Drawings
SOPs
Domain rules
Inspection history
Public Context/ open
PLATEAU
国土交通省
気象庁
国土地理院
IEC
ISO
ESA Sentinel-1
J-STAGE
Yodo Context/ ours
PLATEAU-based Japan Digital Twin
Decision Trace Library
Failure-Mode Atlas

Selected work

Case Studies
Research

Team

Xiuxi Pan, PhD

Xiuxi Pan, PhD

Technical Lead

Published work in Computer Vision, Computational Imaging, Generative AI. Led the production and implementation of AI solutions for major Japanese and international enterprises. Profiled by WIRED and Nikkei as an early pioneer of AI in Japan.

Sho Osawa

Sho Osawa

Commercial Lead

Former strategy consultant at Strategy& (PwC) and Westpac Banking Group. Scaled a SEA start-up insurer from zero to 150M in insured exposure in two years, leveraging automation and AI.

Bona Bai, PhD

Bona Bai, PhD

Robotics Lead

15 years building autonomous systems across Amazon (Astro), Google Wing, and Figure AI. Full-stack autonomy from sensor fusion and perception through to real-time decision making.

Prof. Tomoya Nakamura

Prof. Tomoya Nakamura

Research Advisor

Professor at The University of Osaka and Visiting Professor at Stanford University. Computational Imaging, Computer Vision, AI Optics.

Join us

We're hiring. Work on problems that matter.

Business Development

Build partnerships and customer relationships. Help teams understand what our technology unlocks, and turn early conversations into real deployments.

Computer Vision Engineer

Build and refine the models behind our products. Work across the full stack of computer vision and generative AI to ship systems that perform reliably in the real world.

Expressions of Interest

Don't see your role here? We're always looking for strong people. Tell us what you'd bring and where you'd want to contribute.