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The intelligence engine of the Rumexperts ecosystem

GDPR compliant

From farm data to decisions, backed by evidence.

Sense Epix computes the scores, alerts, forecasts and advice for dairy and beef farming. Your application sends it the data; it computes and returns the result, without keeping any of it.

Explore the models Discuss your project
  • ModularThe models you need, à la carte
  • OpenFits into any application, over HTTP/JSON
  • Your data stays with youNothing is stored on the Sense Epix side
Tank Forecast THI Heat Stress AI Advice Universal ETL Cull Risk MetaProt Farm Advice Milk Control ↗ Predict Anticipate ◎ Score Understand ✱ Train Support ⇄ Data Harmonise Sense Epix Compute engine
Forecasting and early detection Herd scores and indicators Contextualised advice Harmonised data

01 — The model library

For every question, a dedicated model.

From milk quality to economic outlook: three families of models, and a data foundation to feed them.

↗ Predict · Anticipate

Anticipate, to act in time.

Detect drifts before the episode, estimate individual risks and project indicators forward in time, with their uncertainty.

Bulk tank milk forecast History, projection and 95% interval
D−30 Today D+30

HistoryProjection and interval

Illustration — fictitious data

  • Mammary Drift RiskUdder health drifts, detected early
  • MG Mobilisation Drift RiskBody fat mobilisation and energy deficit
  • Urea Drift RiskNitrogen nutrition drifts
  • Tank ForecastBulk tank milk quality, from D+3 to D+30
  • Ketosis Pre-Calving RiskKetosis risk, before calving
  • Cull RiskCulling risk, cow by cow
  • Milk Price ForecastNational milk price
  • Meat Price ForecastNational cull cow price
  • Meat Volume ForecastUpcoming slaughter volumes

◎ Score · Understand

Understand what is happening in the herd.

Turn raw measurements into clear, prioritised indicators: nutritional health, milk quality, heat stress, demographics and reproduction.

Bulk tank nutritional health A 0–100 index broken down into three axes
Udder health 84 Nutritional balance 70 Rumen fermentation 79

Index 0–100 · A–E

Illustration — fictitious data

  • EpiX Alert OrchestratorAlert fusion and prioritisation
  • Theta-Delta-Epsilon Tank AlertsHistorical bulk tank milk alerts
  • MetaProtUrea and protein balance
  • Nutritional Health TankBulk tank nutritional health index
  • THI Heat StressHeat stress and related losses
  • Tank AnalysisBulk tank milk, set against its population
  • Fatty AcidsBulk tank fatty acids, by origin
  • Milk ControlMilk recording and udder health
  • DemographicsMortality, movements and age pyramid
  • ReproductionReproduction indicators
  • Farm IndicatorsKey farm indicators
  • Farm InsightCross-cutting view and priority actions
  • Meat AnalyticsBeef sector performance

✱ Train · Support

From signal to advice.

Put a farm’s indicators in context to draft structured advice, to be reviewed with the professional’s expertise.

From farm summary to advice Indicators in, structured advice out
Scores Alerts Context AI Advice

Scores · AlertsAdvice

Illustration — fictitious data

  • AI AdviceWritten advice for each farm, in French
  • Farm AdviceFrom raw data to advice, in one call

⇄ Data · Harmonise

A common foundation for computation.

Standardise raw data from any country, language or format, and integrate local weather, to feed the models with consistent inputs.

From sources to the canonical schema Heterogeneous sources, a single format
CSV Milk recording CSV Herd JSON Milking robot ETL { "domain", "unit", "value" }

Milk recording · Herd · Milking robotCanonical schema

Illustration — fictitious data

  • Universal ETLAny source into a common format
  • Weather · AgrometLocal weather, observed and forecast

02 — Models that compose

Fewer alerts, better founded.

Models don’t simply add up; they chain together: each layer filters or refines the previous one, all the way to advice.

  1. 01

    Detect

    Theta-Delta-Epsilon Tank Alerts

  2. 02

    Filter

    Mammary Drift Risk

  3. 03

    Anticipate

    Tank Forecast

  4. 04

    Prioritise

    EpiX Alert Orchestrator

  5. 05

    Synthesise

    Farm Insight

  6. 06

    Advise

    AI Advice

Output priorities

  • Critical
  • Alert
  • Predictive
  • Surveillance

03 — Our philosophy

Centralised expertise, open to all your applications.

Sense Epix brings Rumexperts’ veterinary and animal-science expertise together in a single engine, and opens it to whoever needs it. Each application draws on what it needs, without reinventing anything.

  1. 01

    Domain expertise, centralised

    Know-how is encoded once, validated, then shared: every model shows its level of evidence, and every improvement benefits all applications.

  2. 02

    Modular

    Each model is an independent building block. You enable the ones you need and combine them at your own pace, à la carte.

  3. 03

    Flexible

    A simple HTTP/JSON contract: Sense Epix fits into your application, whatever your language, database or data source.

  4. 04

    Multi-tenant

    A single engine serves several clients and applications, each with its own entitlements. No data is kept between two computations.

04 — Designed for your applications

The intelligence travels. Your data stays with you.

Sense Epix has no business database: your backend sends the data, Sense Epix computes and returns the result.

  1. 01 / Input

    Your data

    Bulk tank, milk recording, movements, calvings… sent as JSON from your application, or via WalleSmart.

    You keep your business data: Sense Epix does not store it.

    GDPR compliant
  2. 02 / Compute

    The authorised models

    Each call is authenticated and opens the models enabled for you.

    HTTP → Models
  3. 03 / Result

    A usable result

    Structured scores, alerts and forecasts, ready for your screens and your teams.

    JSON → Your application

  • Stateless

    No client data retained.

  • Independent of your stack

    An HTTP/JSON contract, whatever your language and database.

  • Modular and flexible

    Each client uses the models it needs, à la carte.

API documentation ↗

05 — The ecosystem

One expertise, one engine, many applications.

Sense Epix is the computation engine of Rumexperts. Applications in the ecosystem, such as Rumisense, rely on it to turn data into decisions.

  1. The expertise

    The veterinary and zootechnical expertise that frames the questions, designs and validates the models, and retains ownership of them.

    rumexperts.vet ↗

  2. The engine

    The Sense Epix model library, exposed as an API: computation, forecasting, alerting and advice.

  3. The application

    The alert system for farmers, vets and farm advisors, which turns these computations into actionable alerts.

    Discover Rumisense ↗

06 — Let’s build what’s next

Your data has things to say. Let’s talk.

An integration, a use case or a question about the models? Tell us about your project.

Sense Epix is the intelligence engine of Rumexperts, where domain expertise meets data.