Our mission

Understand how cities work as social places, and give that understanding back to the people who make them.

Vibe is a social data lab in Brisbane. This page sets out why that matters, how we plan to do it, and what we hold ourselves to along the way.

Brisbane, scannedIllustrative activity · Map © OpenStreetMap contributors
01 / The gap

Cities count streets.
Not social life.

A city keeps good records of what is built, what moves and what goes wrong. It knows much less about why people come, where they gather and whether they come back.

Counted well

  • Traffic and transport
  • Buildings and property
  • Population and dwellings
  • Incidents and complaints

Mostly missing

  • Where people choose to gather
  • When a place comes alive, and when it fades
  • Who a busy precinct works for, and who it misses
  • What that activity is worth to the area around it

Decisions about precincts, events, transport and safety are made every week with that part of the picture missing. Social life is the reason most people value a city at all. We think it deserves the same care in measurement as everything else.

02 / How change happens

Contributed. Understood.
Given back.

The mission works as a loop. Each turn adds to what the city knows, and each one starts a little higher than the last.

01 / ContributePeople and places take part

Every signal comes from someone choosing to use Vibe, or a venue choosing to take part. The app, venue sensors and Vibe AI already form one working network.

02 / UnderstandThe lab finds the pattern

We study activity across places and time, check the quality of each signal, and say plainly what the data can and cannot tell us.

03 / Give backThe value returns to the city

The app helps people find their place and each other. Venue tools and public research put the same understanding to work for businesses and communities.

The test

Does it help somebody make a better decision about their own city?

03 / Horizons

Start with one city.
Build for many.

Ambitious about the future, and clear about the present. This is where the work stands and where it is heading.

Now

Brisbane

The Vibe app is live. Venue sensors and Vibe AI add to the same network, and Atlas shows the city in more than one dimension.

Next

Precincts and partners

Working with venues, precincts and councils on the questions they need answered, as Brisbane builds toward 2032.

Later

More cities

The same loop in other cities, each one starting from the people and places already in it.

04 / Our commitments

Promises
you can check.

Your identity stays yours

We never share individual identities without explicit consent. Venue partners receive aggregated, anonymised patterns, not people.

Two uses, explained apart

Personal app features use personal information. City insights describe places, groups and time. We keep the two separate and explain each one.

Evidence with its limits

We distinguish a measurement from an estimate and a result from an idea, and we make uncertainty visible.

Your data, your call

You can ask us to delete your account and its data. The privacy policy sets out how, and how long it takes.

05 / What we won't do

Some lines
we don't cross.

We won't
Share who you are without your consent.City insights are about patterns across people. They are never a way to find a person.
We won't
Present a guess as a measurement.Where a figure is estimated, modelled or incomplete, we say so beside it.
We won't
Build tools for watching people.Our work is for understanding places. A feature that helps someone track an individual doesn't belong in it.