Explainable matching, not a black box
Why did SHIFTCOMMUTE recommend this match?
Every recommendation SHIFTCOMMUTE makes is built from a small set of understandable signals: shift timing, route overlap, pickup effort, cost, and reliability. This page shows what that explanation looks like for one sample match, with coarse location data throughout to protect privacy.
The matching engine, visualised
A sample shift flows into the SHIFTCOMMUTE matching engine, which checks a few clear compatibility signals before producing a match.
Why this match
A plain-English breakdown of the sample compatibility score above, factor by factor.
What contributes to this score
Sample factor weightings behind the 94% figure. Select a bar for the plain-English reason.
What if you changed the constraints?
Adjust the sample preferences below and watch the illustrative match score respond.
Privacy by design
Agency view · sample data
See the business case at a glance
A sample shift with its transport risk reading, suggested worker matches, and the combined saving if they travel together.
Worker view · sample data
What a worker would see
A simple, reassuring view of a suggested match, with no unnecessary personal information about the other worker.
Trust centre
Privacy and data protection principles
SHIFTCOMMUTE is designed around UK GDPR principles and privacy by design. This page describes design intent, not a certification.