110
0
0111
0
101
1010
00
0
100
1110
101
0
01
111
01011
001
1
01111
1001
000101
1
1011
011
1
010
100
01
1
0
1
01
11
11
111
01
01
0
// CITYMIRROR_PLATFORM

INTELLIGENCE LAYERINTELLIGENCE LAYERINTELLIGENCE LAYER
FOR CITIESFOR CITIESFOR CITIES

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// ABOUT_US
DATACORRIDOR


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// MAPPING_ABSENCE

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// HOW_IT_WORKS

A TIRELESS SURVEY TEAM

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01

Discover

Finds where data lives

Agents scan official sites and the open web to find every place a city publishes data. Finding nothing counts too — a blind spot is a finding.

02

Gather

Collects respectfully, on schedule

Each source is re-checked at the pace it actually changes — daily for traffic, yearly for land use — so effort goes where it matters.

03

Organise

Turns scatter into structure

Catalogues, feeds and spreadsheets become one consistent picture — every dataset described the same way, whatever its origin.

04

Cross-check

Keeps disagreement honest

When two sources disagree, the conflict stays visible rather than being quietly smoothed over. You can see where a city disagrees with itself.

05

Score

Judges every expected item

Everything a place should track is graded present, partial, absent or not yet processed — with a plain-English note ready to take into a meeting.

lock

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// WHAT_WE_MEASURE

MAPPING ABSENCE

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New to how cities are measured? Read our complete guide to smart city frameworks — ISO 37120/37122, NIST, U4SSC and DC20 compared.

check_circle
PRESENT

Present

Verified against a live public source — the strongest state a criterion can reach. Nothing here is inferred or assumed.

incomplete_circle
PARTIAL

Partial

Some evidence exists, but it doesn't fully satisfy the criterion. Flagged so a city knows exactly what more to publish.

cancel
ABSENT

Absent

Checked and verifiably missing — not silence mistaken for a gap, but a confirmed finding a funder can act on.

hourglass_empty
NOT PROCESSED

Not yet processed

Queued, not skipped. Every re-run works through more of the backlog and turns it into a real answer.

// CITYMIRROR_PLATFORM

DATA PLATFORM

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// WHO_WE_SERVE

WHO WE SERVE

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Government · national to municipal
National ministries & innovation agencies
Departments for science, innovation and technology, digital agencies and statistics offices — an independent evidence base for national programmes.
City councils & municipalities
Stronger funding bids, cheaper integration wins, and fair data coverage across every neighbourhood.
National & smart-city authorities
Measure the data readiness behind national visions, major programmes and new-city developments.
Transport, environment & resilience agencies
Find monitoring blind spots before they become incidents.
Ecosystem · research & industry
Universities & research institutions
Coverage data and shared expectations of what cities should monitor — fuel for urban science and city partnerships.
Smart-city programmes & integrators
An independent readiness baseline before, during and after deployment.
Infrastructure & utility operators
Coverage gaps across assets drive maintenance and capital planning.
Insurers & investors
Un-mapped data is un-priced risk.