Aria Intelligence API

The Decision
Engine.
In Development.

Aria Intelligence is the sports AI layer that converts multi-signal athlete data into one clear, actionable decision. It runs inside our own apps today. The developer API is not open yet, and we are opening early access to a small group of builders first.

Join the Early Access List See How It Will Work

Planned Capabilities

Any

Sport. No Lock-In.

Proprietary Hardware Required

Output. A Decision.

The Core Difference

Most APIs return data.
Ours returns a decision.

What other APIs give you

Raw biometric numbers

Siloed data streams

Visualisation, not synthesis

You interpret. You decide.

Locked to one sport or device

What Aria Intelligence gives you

Multi-signal synthesis in one call

One unified readiness output

A classification + a recommendation

Coach and athlete act immediately

Configurable across any sport

What the API Will Do

Six Capabilities.
One Intelligence Layer.

Every capability below is planned on the same sport-science-validated methodology that powers Aria, Aria for Coaches and Aria 12. None of it is callable by outside developers yet.

Availability Index

Synthesises training load, recovery, wellness, and contextual signals into a 0–100 availability score with a four-tier classification: Full Training, Modified, Recovery Only, or Unavailable. One number. One call. One decision.

Planned · Availability

Sprint Readiness Score

Multi-factor readiness assessment combining neuromuscular status, fatigue load, sleep quality, and training history. Returns a session-specific output — what type of session this athlete can perform today, at what intensity, and why.

Planned · Readiness

Injury Risk Signal

Early-warning detection from training load spikes, recovery gaps, HRV trends, and wellness patterns — flagged before the athlete recognises the signal themselves. Returns a risk tier, contributing factors, and a recommended intervention.

Planned · Injury risk

Return-to-Play Protocol

Structured progression scoring for athlete rehabilitation. Tracks stage completion, load tolerance thresholds, and phase-gate readiness criteria. Returns a current stage classification and a clear go/no-go for progression — removing guesswork from one of sport's highest-risk decisions.

Planned · Return to play

Coach Attention Queue

Cross-athlete intelligence that generates a priority-ranked queue of athletes requiring immediate coach review. Synthesises readiness deltas, threshold breaches, and trend anomalies across an entire squad — so the coach's attention goes exactly where it's needed first.

Planned · Attention queue

Player Passport

Longitudinal intelligence profile per athlete. Historical readiness baselines, load tolerance curves, injury history context, and long-term availability trend — all queryable in a single response. Build features that understand the athlete over time, not just today.

Planned · Player passport

How It Works

One call.
One decision.
Immediately actionable.

Send what you have and receive a decision back. That is the shape we are building toward. Nothing on this page is callable today, so treat the sample as a design sketch.

Works with any combination of signals — you don't need all of them
Returns a classification, a recommendation, and a confidence score
Flags which signals drove the decision, so coaches understand the output
Explainable by design — no black-box outputs

Request

Response

// Planned request shape. The API is not live yet.
{
  "athlete_id": "ATH_8821",
  "sport": "track_field",
  "signals": {
    "training_load_7d": 84,
    "recovery_score": 58,
    "sleep_hours": 6.4,
    "wellness_score": 6,
    "hrv_delta": -6.2,
    "session_rpe_last": 8.5,
    "days_since_rest": 5
  }
}

Built Without Ceilings

Designed to be open.
No hardware walls.
No sport lock-in.

The infrastructure that powers elite sports intelligence should not have artificial constraints built into it. That is how we are designing the Aria Intelligence API, from a solo developer up to a platform serving thousands of athletes.

Early access program in the works

Hardware-agnostic data ingestion

Sport-configurable parameters

Any wellness data format

Individual & squad endpoints

Science-validated methodology

Explainable outputs

Longitudinal athlete memory

Hardware-Agnostic

GPS exports, wearable data, manual wellness forms, coach observations — any source, any format. No device purchase required.

Any Sport

Configure sport-specific parameters at the API level. Built for track & field and football — adaptable to any sport you're building for.

Science-Validated

Every decision model is validated by Stadiora Labs' performance and rehabilitation team. Not a generic ML model — sport-science methodology at its core.

Scales With You

From a single athlete profile to an entire academy roster. Individual and squad-level endpoints. Designed to grow as your product grows.

Use Cases

Built for
Builders.

Any product that touches athlete performance, team management, or fitness intelligence will be able to embed Aria Intelligence and return decisions instead of data.

Fitness & Training Apps

Replace generic session suggestions with sport-specific decision intelligence. Tell athletes exactly what their body is ready to do today — and why — instead of showing them a chart they have to interpret themselves.

ReadinessSession Rec

Club Management Platforms

Add availability intelligence to any team management tool. Coaches get a daily squad readiness picture — who is available, who needs modification, who needs attention — without switching platforms.

AvailabilitySquad View

Wearable Companies

Your device captures the signal. Aria Intelligence converts it into a decision. Add a layer of actionable output on top of biometric data without building the synthesis infrastructure from scratch.

BiometricSynthesis

Sports Medicine & Rehab

Embed Return-to-Play Protocol scoring into rehabilitation platforms. Give physiotherapists and medical staff a structured, data-informed progression output — replacing gut feel with a validated decision at every stage.

RTP ProtocolRisk Signal

Performance Analytics Platforms

Move beyond dashboards. Add a decision output layer to existing analytics products so coaches don't just see what happened — they see what to do about it.

AnalyticsDecisions

Academies & Education Platforms

Build athlete monitoring into academy management tools. Give coaches at development programs the same quality of readiness and injury risk intelligence that senior professional clubs use — at the right price point.

AcademyDevelopment

Sport Coverage

Configurable Across
Any Sport.

Aria Intelligence is not an endurance-sport platform or a football-only tool. The decision engine is sport-configurable — parameters, thresholds, and readiness models adapt to the sport you are building for.

Track & Field

Football / Soccer

Basketball

Rugby

Cricket

Swimming

Cycling

Combat Sports

American Football

Volleyball

+ Any Sport

Sport-specific parameter sets are part of the API design. Nothing is configurable from outside yet, so tell us the sport you need and we will plan for it.

The DecisionEngine. In Development.

Most APIs return data.Ours returns a decision.

Six Capabilities.One Intelligence Layer.

One call.One decision.Immediately actionable.

Designed to be open.No hardware walls.No sport lock-in.

Built forBuilders.

Configurable AcrossAny Sport.

Build Something That Decides.