Manufacturing & Supply Chain
AI Strategy & Advisory
ML, Data Engineering & Delivery at Scale
Solution Architecture & Integration

An AI company that specialises in computer vision to reality model and predict failure of industrial assets.

AI-Powered Computer Vision for Industrial Asset Inspection

7-week MVP
$1M ARR closed
Top-tier US accelerator
Industrial Asset Inspection

The Challenge

This AI company had spent around nine months trying to build a market-ready computer-vision MVP through internal hiring and consultants, without success. With investor deadlines approaching, it needed a partner to completely re-architect and relaunch the product fast - rendering heavy 3D spatial models directly in the browser at speed, and hitting accelerator milestones on a very tight timeline.

What We Did

We joined as a development partner and, using a lean delivery approach, redesigned and rewrote the product in just seven weeks. We engineered a high-performance in-browser 3D visualiser for heavy reality models, point clouds and CAD schematics, added automated defect detection and computer-vision component mapping on engineering PDFs, and built failure-prediction pipelines to improve reliability for Oil & Gas and manufacturing assets. Rapid, continuous delivery kept features shipping weekly against tight investor deadlines.

The Impact

An advanced computer-vision MVP designed, re-engineered and launched in 7 weeks
$1M ARR closed immediately after launch, from a first enterprise client
Selected for a top-tier US startup accelerator
A-round funding closed and partnerships secured with major Oil & Gas corporations

How We Delivered

Technology stack
WebGL browser-based 3D · Web-CAD integration · OpenCV · Python · defect & pattern-recognition engine · microservices · spatial data storage · automated PDF/schematic tagging.
Team & approach

A full-cycle engineering squad - product and engineering leadership setting architecture and 3D-engine strategy, computer-vision and AI engineers, frontend and 3D developers, and dedicated QA for rendering performance and reliability.

Inside The Build

Related Case Studies

See all case studies →