Ecology demo
Assess footprint with the basis recorded
Compute environmental footprint where every figure records whether it is measured, derived or estimated.
The challenge
Footprint figures mix measurement and estimate without distinguishing them, which fails the first audit question.
The scenario
An annual report needs figures that will survive being asked where each number came from.
What goes in
- Activity data
- The operational data footprint is derived from.
What you can ask
Illustrative prompts. Results depend on your own data and are not deterministic.
- “What is our footprint by site this year?”
- “Which figures are estimates rather than measurements?”
- “How was this number derived?”
How Clearception approaches it
How the work is structured. Each step shows what its output is grounded in.
Collect activity data
SourceGather the operational data with its provenance.
Compute
ObservedDerive footprint figures, recording the method per figure.
Mark the basis
AI-inferredLabel each figure measured, derived or estimated.
What you get
The shape of what comes back — not a promised result.
Footprint with provenance
ObservedFigures by site and scope, each carrying its basis.
Why it matters
- Audit-ready
- The basis travels with the number.
Related demos
Ecology
Track the impact you have deferred
Record deferred environmental action explicitly so it accumulates visibly rather than silently.
3 minute walkthrough
- Evidence Trail
- Risk Scoring
Ecology
Rank actions by effect, not by ease
Model candidate actions and order them by modelled effect with assumptions stated.
4 minute walkthrough
- Forecasting
- Risk Scoring
- Evidence Trail
CropYield
Diagnose a problem from field imagery
Assess crop imagery and get a diagnosis with the frame and confidence attached.
3 minute walkthrough
- Change Detection
- Evidence Trail
- Confidence Ceilings
Want to try this with your own work?
Open Ecology and bring your own data. No signup is needed to read these demos.