Computer Vision & Document AI — AI & Data

All AI & Data

We run large-scale visual inspection and document extraction work — the unglamorous engineering that turns photographs, scans, video and forms into structured data a system can act on. Our teams do this daily across oil and gas, water infrastructure, marine and space exploration assets.

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What we do

Visual inspection & defect detection

Identifying damage, corrosion and defects in inspection imagery, with the quality assurance layer that makes the output dependable.

Asset condition assessment

Grading the condition of physical assets from captured imagery, so inspection effort goes where it is needed.

Intelligent document processing

Extracting fields from forms, invoices and records — including the messy scanned originals that defeat template-based tools.

OCR & records digitisation

Converting paper and image archives into searchable, structured records with accuracy checks built into the pipeline.

Photogrammetry & 3D measurement

Photogrammetric 3D modelling and metrology analysis for precise measurement of parts and equipment.

Video & frame analysis

Processing inspection footage frame by frame to find the events and conditions worth a human's attention.

Where we apply it

Oil and gas asset inspection

Water infrastructure

Marine exploration

Space exploration

Healthcare records digitisation

Public-sector records and forms processing

Related work

All case studies

Enterprise

Abyss Solutions

Data annotation at scale

A dedicated annotation and quality-assurance operation for an asset inspection specialist — scaled from 10 to 120 engineers.

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Healthcare

NHS — Essex Partnership University Trust

Medical information systems

Modernising medical information systems for an NHS Trust — streamlining data flows toward integrated electronic health records.

View case study

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Computer Vision & Document AI Pixels and paper into data