Platform & SDKRace tactics software.
Every tactical option. Lap by lap.
- Optimum planning
- Race tactics
- Platform, API and Python SDK
Optimum plan
Lap 30 of 72
Our car, P6: pit lap 44 for softs. Projected P4.
SoftMediumHardProjected
Attack · Undercut
Lap 30- Target
- P4 car
- Window
- Lap 35
- Gap
- 3.0 s
| Option | Pit lap | Tyre | Rank |
|---|---|---|---|
| No action | No stop | – | 6 |
| Undercut | 35 | S | 5 |
UndercutResolvedClears the rival at the flag
Race simulation
The optimum plan for every driver, re-run each lap.
Decision analysis
Every tactical option, weighed against that plan and the rivals around you.
Pre-Race
Configure the questions before you need the answers.
Race, tyres and pace, racing and tactics, set up step by step. Race day starts ready.
- Validated inputs
- Your team models
- Assumptions on record
Pre-Race
Configuration status
- 1 · Race
- 2 · Tyres and pace
- 3 · Racing
- 4 · Tactics
- 5 · Simulate
- 6 · Ready
- SetupValidated
- RulesEstimated
- Tyre inventory2 to confirm
- Starting gridConfirmed
Every input shows where it came from: confirmed by your team, or estimated.
Race
From the plan to the call.
Plan
Every driver's optimum plan, re-run each lap.
Tactics
Attack, defend and respond windows, shown before they open.
Options
Select a window to see each option and where it finishes.
Tactics
Laps 31 to 50
Tactic lanes for our car, laps 31 to 50. Attack: undercut windows open on laps 35 and 44, with overcut and follow watched from lap 35 to 44. Defend: idle. Respond: safety car and VSC responses ready from lap 31 to 35.
AUndercut
AOvercut
AFollow
DPrevent undercut
DCover undercut
DCover overcut
RSafety car
RVSC
3135404450
Attack · Undercut · lap 35
Gap 3.0 s to the P4 car
No action
P6
Undercut
P5
UndercutConfidence caution-dependentProjected finish among the cars we race
Open windowWatchingIdleSelect an undercut window
Respond
Ready the moment the race changes.
A safety car or VSC can close a window in a lap. The response is already evaluated.
- Safety car and VSC
- Pit or stay out
- Finish either way
Respond · VSC
Lap 55
VSC
VSC running since lap 55
Projected finish · baseline P4
- Stay outP3
- Pit nowP2
PitConfidence high
Post-Race
Review the race as a sequence of decisions.
Review the reasoning alongside the result, and carry it into the next race.
- Known at the time
- Action taken
- What happened next
Decision review
Lap 55
Known at the time
VSC running. Pit now: projected P2. Stay out: projected P3.
Action taken
Pitted on lap 55 for softsAligned
What happened next
Finished P4
Platform and SDK
Start with the platform. Integrate as far as you need.
Run the SwitchPad app as it is, or build your own tactics system on the API and Python SDK.
App
- Configure
- Operate
- Review
API
- Connect
- Run
- Retrieve
Python SDK
- Integrate
- Automate
- Extend
from switchpad import Client c = Client.from_env()v = c.replay.get("Zandvoort", 2026, 30, car) v.plan # the optimum planfor t in v.tactics("attack"): a = v.analysis(t) print(a.title, a.output["answer"])- The factory, the pit wall, or both
- On-premise or in your cloud
- Your data and supported team models
- Every result traces back to its run
Series
Different series. Same scenario engine.
Five modelling groups, configured for each championship.
- Tyre performance
- Pit strategy
- Pace projection
- Overtaking and position
- Environmental factors
- Formula 1
- Formula E
- Formula 2
- IndyCar
- WEC
- GT racing
- Supercars
- Super Formula
Show the series matrixHide the series matrix
✓ Core factor○ Secondary or situational– Minor factor
Tap a group to see its levers. Scroll across for every series.
Getting started
Three steps to race day.
- 1
See it run
30 minutes on a race replay, live or as a link.
- 2
Plan it in
Validate it on your past races, with your data.
- 3
Set it up
Connect your live feeds and run it on race day.
Why SIG ML
From decision analysis to race tactics.
SIG Machine Learning builds engineering software, powered by machine learning, used by energy operators including Santos, BHP and Origin Energy. SwitchPad is our dedicated platform for race strategy. We build the software and support your team to validate and run it.