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Computer Vision

Giving systems the ability to see, measure and decide.

From pose estimation that scores a golf swing to object detection that counts the contents of a room, we build perception systems that turn raw video into structured, actionable data.

What this covers

The whole surface, not the headline.

Detection & recognition

  • Object detection, tracking and counting
  • Image and video classification
  • Instance and semantic segmentation
  • Face and person detection
  • Optical character recognition in the wild
  • Scene and activity recognition

Measurement & biomechanics

  • Pose estimation and joint angle measurement
  • Motion sequencing across checkpoint positions
  • Dimensional measurement from imagery
  • Scale detection and calibration
  • Cross-frame deduplication of counted objects
  • Depth and 3D reconstruction

Inspection & quality

  • Defect detection on production lines
  • Surface and weld inspection
  • Completeness and assembly verification
  • Anomaly detection against a golden sample
  • Tolerance checking and pass/fail gating
  • Inspection audit trail with captured evidence

Capture & pipeline

  • Video ingestion, sampling and frame selection
  • Image enhancement, deskew and denoise
  • Annotation workflows and dataset curation
  • Active learning on the frames the model finds hard
  • Synthetic data and augmentation
  • Versioned datasets tied to model runs

Deployment

  • Real-time streaming inference
  • Edge and on-device deployment
  • GPU and accelerator optimisation
  • Model quantisation and pruning for constrained hardware
  • Camera, RTSP and IP feed integration
  • Offline operation with deferred sync

Assurance

  • Accuracy measured per class and per condition
  • Lighting, angle and occlusion robustness testing
  • False-positive cost analysis with the operator
  • Human review of low-confidence detections
  • Drift monitoring as conditions change
  • Privacy-preserving processing and retention limits
Delivered

5 projects built on this.

SwingSmith — AI golf swing analyser with a 10-position engine and in-app coach
Flagship

SwingSmith

SwingSmithSports TechGlobal

AI golf swing analyser with a 10-position engine and in-app coach

Upload one swing from a phone and get a 10-position breakdown, 50+ metrics, and the single fix worth practising next.

Computer VisionPose EstimationAI/ML
Read case studySee SwingSmith live
AI Construction Estimator — Construction takeoff and bidding from architectural PDFs, in minutes
Flagship

AI Construction Estimator

Multi-client programmeConstructionGlobal

Construction takeoff and bidding from architectural PDFs, in minutes

Reads architectural PDFs, detects the scale on its own, measures only the trade you work in, and returns quantities, labour hours and a bid — then pushes the work into your CRM.

Computer VisionDocument AIDeep Learning
Read case study
Flagship

Moving Estimator

Umzugsauktion GmbH & Co. KGLogisticsGermany

A walkthrough video in, a removals quote in seconds

The customer films their own home. Computer vision identifies and counts every object, estimates dismantling, handling and transport time, and returns a priced quote.

Computer VisionObject DetectionDeep Learning
Read case study
AI-Powered LMS — Secure AI-driven e-learning and assessment platform
Flagship

AI-Powered LMS

Security CirclesEducationGlobal

Secure AI-driven e-learning and assessment platform

A scalable learning platform with AI proctoring — eye tracking, person and mobile detection — protecting high-stakes exams.

AngularNode.jsPython
Read case studySee AI-Powered LMS live
Curasend — Insurance document capture and submission

Curasend

CurasendHealthcareGermany

Insurance document capture and submission

A mobile app that scans, cleans up and submits insurance documents in three taps.

React NativeNext.jsPython
Read case study
How we deliver it

The same five stages, every engagement.

01

Discover

We map how the work actually flows today — the handoffs, the workarounds, the spreadsheet nobody admits to. That map, not the org chart, is what we build against.

02

Architect

We design the system end to end before writing production code: data model, integration surface, failure modes, and what happens when the model is wrong.

03

Build

Agile delivery in small teams, working to a documented process. Short cycles, working software, and no six-month gap between kickoff and something you can use.

04

Deploy

Into your environment, against your compliance requirements, with the monitoring and audit trail a regulated operation needs from day one.

05

Operate

Systems drift. We stay on to retrain models, watch the metrics that matter, and keep the thing working after the launch photo.

Bring us the problem.
We will tell you what it takes.