AI-Powered Ridden Horse Pain Ethogram

Don't let them be
misunderstood.

From a smartphone video, Kairon uses AI to quantify pain-related behaviours through the Ridden Horse Pain Ethogram, backed by Dr. Sue Dyson's decades of equine science research.

Science-backed  ·  Evidence-based  ·  AI-enabled

The core question

Is it training — or is it pain?

Three signals point to the same doubt. The Ridden Horse Pain Ethogram tells them apart.

Behaviour

Resistance, spooking, tension under saddle — without an obvious cause.

Performance

Loss of rhythm, asymmetry, reluctance to work — the horse that used to try.

Rider instinct

Something feels wrong — but the horse passes every standard check.

Kairon helps determine whether a horse is performing comfortably—or whether pain-related behaviours suggest further investigation is warranted.

See what the RHpE reveals

The problem

Pain is more than unilateral lameness

Gait asymmetry is an important clinical indicator — but it is only the tip of the iceberg.

Many conditions affecting horses cannot be fully understood through movement asymmetry alone. The Ridden Horse Pain Ethogram brings another layer of information by assessing the behavioural expression of discomfort under saddle.

The clinical blind spot — iceberg of ridden pain

The solution

Dr. Dyson cracked the code of how horses voice their discomfort when ridden...

Dr. Sue Dyson

Dr. Sue Dyson

Co-Founder & Chief Scientific Officer

  • World-renowned sports medicine and poor performance expert
  • Head of Clinical Orthopaedics, Centre for Equine Studies, Animal Health Trust, Newmarket (UK) — 37+ years
  • Former President of the British Equine Veterinary Association
  • Author of 460+ publications and 14,000+ citations

The RHpE

Developed by Dr Sue Dyson and collaborators, the Ridden Horse Pain Ethogram (RHpE)—also referred to as the Ridden Horse Performance Checklist—is a scientifically validated framework based on 24 objectively defined behavioural markers observed during ridden exercise. It helps distinguish comfortable horses from horses whose performance may be affected by musculoskeletal pain.

24

markers

  • Highly specific and quantifiable
  • Biomechanical and behavioural
  • Proven link with the presence of pain
  • Disappear once pain is removed

... KAIRON turns it into a scalable algorithm.

The AI addition

Dr Dyson’s clinical expertise, in your pocket.

Helping confirm comfort — or otherwise detect discomfort.

AI transforms the RHpE into a scalable clinical standard — delivering consistent, expert-level assessment across every horse, every video.

Speed

Full report in minutes

The AI automatically detects, counts the markers, and calculates the final score.

Precision

Detects subtle markers that are easily missed in human observation,

especially when several arise simultaneously.

Objectivity

Built & trained on Dr Dyson’s labelled dataset

Applies the same clinical standard across every video, reducing inter-assessor variability and ensuring consistent interpretation over time.

What AI adds beyond human

Standardized Assessments

AI applies the same evaluation criteria to every analysis, regardless of observer fatigue, experience or subjectivity. The result is consistent, reproducible assessments that can be reliably compared over time.

Detailed temporal tracking

Beyond a binary +1 score, the AI quantifies each marker's appearance — including its duration, frequency, and recurrence – and how that evolves over time. This enables much more detailed comparisons before and after an intervention than static scoring alone.

Work-context intelligence

The system links marker occurrence to ridden context (e.g. transitions, straight lines vs circles, rein, gait changes). It highlights when and where signs appear most frequently, helping identify patterns that may be missed in aggregated scoring.

A first-of-its-kind dataset in equine welfare assessment

By building a structured, scalable dataset of RHpE-based evaluations, Kairon opens entirely new opportunities for research in equine pain, locomotion, and clinical practice.

Academic collaborations

How it works

From ridden video to actionable insights.

Kairon does not diagnose. It measures.

01

Film

Film your horse being ridden at home by following our instructions and upload the video to our platform.

02

Analysis

Your video is analysed by our AI algorithm and reviewed by a trained professional.

03

Report

Receive a full RHpE report with your horse's score and supporting material explaining what was observed.

Sample Report

A shared reference, not a single opinion.

Equine pain assessment no longer depends on who's watching and when. With consistent, repeatable data, owners and professionals can finally look at the same evidence — and make decisions together accordingly.

The report doesn\'t simply highlight concerns—it also provides objective evidence when a horse is performing comfortably, allowing owners and professionals to monitor progress with confidence.

SAMPLE RHPE REPORT

Mistral

Confirmed · 12 May 2026

−16 markers since 12 Jan 2026

2

/24

Current score consistent with a comfortable horse under saddle.

Sample RHpE report

Stay informed

Be notified when we launch.

Leave your email and we will reach out as soon as Kairon is ready to take assessments.

Invest in the mission

Help scale Dr. Dyson's lifetime work.

Help bring decades of equine pain research into everyday practice. Your support contributes to the development of Kairon and the scaling of a validated scientific method that changes how ridden pain is identified.

Invest in Kairon via WeDoGood

FAQ

Common questions.

What is the RHpE? +

The Ridden Horse Pain Ethogram is a validated clinical tool developed by Dr Sue Dyson. It consists of 24 behavioural markers observable when a horse is ridden — each defined with strict criteria. A score of 8 or more out of 24 is associated with the presence of musculoskeletal pain. The RHpE does not diagnose the source of pain — it quantifies ridden discomfort and indicates when clinical investigation is required.

My horse shows no sign of lameness in hand. Why would the RHpE be relevant? +

This is one of the most common situations the RHpE was created for. There is clear evidence that many horses are apparently sound in hand — even after flexion tests, when lunged or trotting on a hard surface — and yet show signs of pain when ridden, manifesting as performance or behavioural problems under saddle.

A 2021 study of 148 horses found that while 28% were lame in hand, 62% were lame when ridden. Being assessed in hand and carrying a rider through demanding movements are two very different efforts. Lameness is also often subtle enough to escape the human eye, and compensatory movement patterns — particularly when a horse is lame on two limbs simultaneously — can produce apparent symmetry that makes classical lameness assessment insufficient.

This is why behavioural assessment under saddle is critical to detect pain in ridden horses.

My horse is just grumpy — it has always been like this. +

This is a very common assumption, and one that research has systematically challenged. We have traditionally labelled horses displaying behavioural signs of pain as "moody", "mareish", or "difficult". But studies conducted on hundreds of horses show a clear and causal link between the 24 markers of the RHpE and the presence of underlying musculoskeletal pain.

Your horse is most likely communicating its discomfort. The RHpE gives you an objective way to hear it.

Does a higher score mean my horse is in more pain? +

No — and this is an important distinction. The RHpE is not a linear scale of pain intensity. A horse scoring 16/24 is not necessarily in more pain than a horse scoring 9/24. The score reflects the horse's expressiveness as much as the severity of its condition: an introverted or stoic horse may score below 8 and still have a significant underlying lesion, while a more expressive horse may show more markers for a comparable level of discomfort.

What the score does tell you: most of the 24 markers are at least 10 times more likely to be observed in a horse with musculoskeletal pain than in a sound horse. And a score of 8/24 or more is associated with the presence of pain.

The RHpE is a personal baseline for each horse — not a tool for comparing pain levels between horses.

Wouldn't a professional rider just have the horse behave better? +

In a controlled study of 40 horses, each ridden by their usual rider and a single professional rider in a random order, the more skilled rider could improve gait quality. Although some of the behaviours of the RHpE were different with the two riders, the more skilled rider did not reduce the RHpE scores.

Dyson & Palmer — Harmonious Horsemanship, 2023 / Dyson, Martin, Bondi & Ellis — Equine Veterinary Education, 2022

Can I just ride through it and wait for the markers to disappear? +

We recommend applying what Dr Sue Dyson calls the two-week rule: it is not alarming for some markers to appear when introducing a new exercise, or in a horse that is not yet fit enough for what is being asked. In a pain free horse the RHpE score does not usually reach the threshold score of 8/24. However, if the markers persist after 14 days of practicing the new exercise, this is a clear sign of underlying pain that warrants investigation.

Riding through persistent markers does not resolve them — it delays the identification of their cause.

Dyson & Palmer — Harmonious Horsemanship, 2023

Does it replace a veterinary examination? +

No. The RHpE is a screening and monitoring tool, not a diagnostic instrument. It tells you whether the ridden picture shows signs consistent with musculoskeletal pain — it does not identify the source. A high score should prompt a clinical veterinary investigation, not replace one.

What if the score stays above 8 even after treatment? +

A score that does not substantially decrease after resolution of a known pain source means that another source of pain is likely present, or that treatment failed. Dr Sue Dyson recommends investigating the possibility of bilateral lameness, the cause of canter dysfunction, oral pain, thoracolumbar pain (primary, or secondary to an ill-fitting saddle), lumbosacroiliac region pain, or neck pain.

This is one of the key strengths of the RHpE: it is the complete resolution of pain — not the assumption of it — that guides the investigation. The tool keeps asking the question until the horse stops communicating its discomfort.

Dyson & Palmer — Harmonious Horsemanship, 2023

What does the report contain, and who reviews it? +

The report includes the RHpE score out of 24, the individual markers observed, their frequency and duration, and a professional summary with suggested next steps. Every assessment is reviewed by a certified professional trained on Dr Dyson's method before the report is released.