Rider feedback
What the rider feels, where it occurs and during which phase of the corner.
Antrieb Snapshot
Race engineering.
Not just AI coaching.
Most AI coaching tools can tell a rider where time may have been lost.
Snapshot is designed to go further.
It combines rider feedback, logged evidence, motorcycle setup, tyres, suspension and timing information to identify competing engineering hypotheses, test those hypotheses against the available evidence and determine what should be tested next.
01 / Diagnostic method
Built differently.
Snapshot is not intended to generate a plausible answer from a generic AI prompt. It considers multiple possible causes rather than immediately committing to one explanation, then actively looks for evidence that contradicts each one.
When the available evidence cannot support a reliable conclusion, Snapshot should say so and recommend what needs to be measured next.
- 01Evidence
- 02Symptom
- 03Hypotheses
- 04Contradictions
- 05Test
- 06Engineering action
- 07Result
The objective is not simply to produce advice.
The objective is to produce a defensible engineering decision.
02 / Knowledge base
Engineering knowledge,
not just language-model knowledge.
Snapshot is grounded in established academic and professional technical references covering motorcycle dynamics, chassis engineering, riding dynamics and race engineering.
That foundation is combined with degree-level academic knowledge in motorcycle and motorsport engineering, Antrieb’s own engineering methods and experience developed through real race programmes. The result is engineering judgement applied to the evidence — not a generic AI response dressed up as analysis.
The AI is the interface. The engineering knowledge and diagnostic process are the product.
Built on:
- Degree-level motorcycle and motorsport engineering
- Established academic and professional technical literature
- Course-referenced motorcycle dynamics and chassis-engineering material
- Real race-engineering and trackside experience
The difference is not a reading list. It is how established engineering principles, practical experience and the available evidence are brought together to support a defensible decision.
03 / Inputs
Bring the evidence
you already have.
Data
Logged channels, screenshots, GPS information and relevant traces.
Motorcycle setup
Geometry, suspension, gearing, electronics settings and configuration.
Suspension
Travel data, potentiometer traces, setup information and observed behaviour.
Tyres
Pressures, temperatures, compound information and photographs.
Timing
Lap times, sectors and session comparisons.
04 / Output
A diagnosis
you can test.
Snapshot structures the problem, the available evidence and the uncertainty before recommending a controlled next step. Where a change is appropriate, the default is one change at a time so the result can be attributed and learned from.
After the test, the observed outcome becomes part of the next decision rather than disappearing into a paddock notebook.
- 01Problem definition
- 02Evidence quality
- 03Competing hypotheses
- 04Supporting evidence
- 05Contradictory evidence
- 06Confidence
- 07Recommended next test or change
- 08Expected result
- 09Potential secondary effects
- 10What to measure next
- 11Outcome after testing
05 / Escalation
When the problem
needs a human.
Snapshot is backed by real race engineers. Users will be able to escalate a Snapshot for human engineering review when a problem warrants additional investigation.
A race engineer can review the submitted evidence, Snapshot’s reasoning and proposed test plan before providing an engineering response.
AI handles scale. Engineers handle escalation.
Human Engineer Review
Separately charged.
- Individual case review
- Event-based review packages
Human Engineer Review is not included as unlimited support within the monthly subscription. Pricing will be confirmed before launch.
06 / Subscription
One subscription.
Access to the Snapshot race-engineering platform for one straightforward monthly subscription.
Human Race Engineer Review is charged separately.
An Antrieb Race Systems product
Engineering support around the complete problem.
Snapshot sits alongside Antrieb’s data-analysis, technical knowledge and trackside race-engineering work.