Fuel visibility
See fuel use from your vehicles, where available, with clear source and data coverage labels.
Sustainability, with context
Better evidence.
More informed sustainability decisions.
Understand fuel use and tailpipe CO₂ with clear data coverage and human review.
Explore a Fleet Pilot
A clearer operational picture
Measure with context. Review with confidence.
Idle & moving context
Understand when fuel is used while stationary or moving, where the supporting data is available.
Tailpipe CO₂
View tailpipe CO₂ as a governed output, calculated from available vehicle data with a traceable basis.
From data to decisions
A clear path from signals to trusted evidence.
AI-assisted signal checks prepare the evidence. Your team brings the context and owns the next step.
Vehicle signals
Real-world data from your vehicles, as available.
Quality checks
AI-assisted signal checks, anomaly detection and controlled estimates.
Governed outputs
Clear, traceable outputs with source and availability labels.
Human review
Your team reviews the evidence and decides what happens next.
Traceable by design
Every insight
needs a source.
See where each piece of information comes from, so you can distinguish what is observed from what is estimated.
Observed
Based on available vehicle signals. Source information stays visible.
ML-estimated
Estimated under quality gates. Clearly labelled as an estimate.
Illustrative evidence structure
Fuel use
Observed or estimated, with a clear source label.
Tailpipe CO₂
Calculated from available data, with the method and input source identified.
Data coverage
See what is available, partial or unavailable for each vehicle.
AI in service of better evidence
AI helps prepare the evidence.
AI supports signal checks, anomaly detection and controlled estimates for eligible gaps, subject to quality gates.
Signal checks
Validate incoming data, check for anomalies and highlight unusual patterns for review.
Controlled estimates
Fill eligible gaps under quality gates. Every estimate stays clearly labelled.
Human review
Give your team traceable sources and clear labels to support an informed review.
Clear data availability
Know what’s available.
Data availability varies by vehicle, telemetry and access. Coverage is shown for each metric; a gap is not treated as zero.
Available
Usable data is available for this metric.
Partial
Some data is available. Gaps are clearly shown.
Unavailable
No reliable data is available for this metric.
Tailpipe CO₂ only. Coverage depends on available vehicle data. Operational measurement does not establish lifecycle emissions or regulatory conformity.
Put sustainability insights to work
Start with what your fleet can measure.
See how DAIOTA can help you understand fuel use and tailpipe CO₂, with clear data coverage and human review.