Putting AI

Putting AI

in Motion

in Motion

Building a more complete AI for the world

Rotating cursor insight logo

AI-backed solutions based on human movement analysis.
Award-winning technology serving over 2 million end users.

Recent blog posts

What they say about us

Profile of Bence Kisfalvi
Bence Kisfalvi
Business Development Director
OTP Bank

We needed a faster, paperless contracting process to save time for both our employees and clients. Cursor Insight efficiently delivered us the critical banking solution that is in use at all of our 400 branches today.

Profile of Adam Feldmann PhD
Adam Feldmann PhD
Head of Big Data Research Group
University of Pecs

Cursor Insight’s professional and approachable team truly understands the scientific demands of cutting edge technology research. They designed and carried out high quality research projects and are clearly capable of commercializing the outcomes.

Profile of Imran Malik
Imran Malik
Signature Expert
German Research Center for AI

Handwriting verification accuracy has made advances in recent years, however Cursor Insight's proprietary technology remains top in internationally recognized algorithm rankings.

Custom-built AI solutions

Hand gestures, eye and body movements often reveal more information than spoken words. Human movement is incredibly complex and its research is still in its early stages. To help solve movement analysis challenges, we developed a programming language that describes human motion, and a toolchain that can classify movement samples. We can extract and process movement data gathered with a wide range of devices.

Check out our blog to learn more.

Motion Data

Gestures

Gestures icon

Fine motor

Fine motor icon

Handwriting

Handwriting icon

Eye Movement

Eye movement icon

Gait

Walking balance icon

Biosignals

Heart rate icon

Motion Sensors

Mouse

Computer mouse icon

Touchscreen

Touchscreen icon

Keyboard

Keyboard icon

Camera

Camera icon

Phone

Phone icon

Wearable

Wearable icon

Why we are the leaders in Motion Analysis

Methodology

Our Approach to Movement Analysis

Typical Approach of Others

Device-specific sensor data preprocessing to reconstruct original movement

Sensor Data PreProcessing

Standard, general purpose data smoothing methods

Delicate balance of bespoke features artfully emulating key elements of human motor programs

Feature Space

Standard physical features, or observable, domain-specific features

Proprietary AI toolchain designed for motion analysis

Machine Learning

Popular, general purpose Python AI libraries or statistics modules

Data Scientist-led Projects

Our Approach to Movement Analysis

Typical Approach of Others

Possibility to handpick features when only limited amount of data is available

Data Size

Deep Learning on large amount of data only

Explainable models built on meaningful features

Prediction Models

Unexplainable “Black Box” models

Further Advantanges

Cross-domain knowledge</strong> from having analyzed:

  • handwriting
  • cursor movement
  • video-based fine and gross motor movements
  • other time-series data

Millions of users served by our solutions across:

  • user identification
  • signature verification
  • personality profiling
  • assessing neurological conditions

Sensor Data PreProcessing

Our Approach to Movement Analysis

Device-specific sensor data preprocessing to reconstruct original movement

Typical Approach of Others

Standard, general purpose data smoothing methods

Feature Space

Our Approach to Movement Analysis

Device-specific sensor data preprocessing to reconstruct original movement

Typical Approach of Others

Standard, general purpose data smoothing methods

Machine Learning

Our Approach to Movement Analysis

Device-specific sensor data preprocessing to reconstruct original movement

Typical Approach of Others

Standard, general purpose data smoothing methods

Data Size

Our Approach to Movement Analysis

Possibility to handpick features when only limited amount of data is available

Typical Approach of Others

Deep Learning on large amount of data only

Prediction Models

Our Approach to Movement Analysis

Possibility to handpick features when only limited amount of data is available

Typical Approach of Others

Deep Learning on large amount of data only

Cross-domain knowledge</strong> from having analyzed:

  • handwriting
  • cursor movement
  • video-based fine and gross motor movements
  • other time-series data

Millions of users served by our solutions across:

  • user identification
  • signature verification
  • personality profiling
  • assessing neurological conditions

Tap into our world-leading expertise, become our partner

Get in touch
  • License our AI models to analyze your movement data
  • Extract more value from your movement sensor
  • Outsource your ML project to save time and money

Who we are

We at Cursor Insight are experts in AI-backed human movement analysis. Having invested a combined 100+ person-years into developing AI&nbsp;prediction models, we are leaders in our field.

Our award-winning machine learning technology is capable of identifying and classifying users by learning their unique movement patterns while they interact with a computer or a phone or appear on video. Based in the UK and Hungary, we build biometric applications across banking, forensics, cybersecurity and healthcare, serving millions of users.

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Get to know us and what we offer

Who we are

Our partners

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Cooperation Roadmap

1. Initial Contact & Use-Case Selection

Our process starts with a discussion of your specific goals, and choosing the most relevant use-cases to meet your objectives.

2. Proof of Concept with Your Data

  • We provide data collection software
  • Your data stays securely on your premises
  • Our AI toolset analyzes the anonymized data
  • We deliver prediction models for your evaluation

3. Implement solution

  • Integrate a scalable solution into your architecture
  • Supports both Cloud and On-prem environments
  • Standard API responses provided for quick implementation
  • E2E solutions that can be combined with and enhance your current systems

4. Post-go-live support

  • Work with a team that’s there for your long-term success

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To discuss potential investments, please reach out to our founders.