1011
000001
10
01
1011
1
1
11
10
10
01011
0
00101
10
11101
11
01
01
01001
110
101
1
00
1
011111
0
111
110
111
11
0
0
0001
000
11011
// 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 — covered, stale, siloed, patchy or missing — with a plain-English note ready to take into a meeting.

lock

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// THE_INSIGHTS

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.

database
NEVER-COLLECTED

Nothing exists yet

No sensor, survey or dataset captures this at all. An honest record of a blind spot — and usually the case for new investment.

sync
STALE

Collected, then went stale

It existed once but has drifted out of date. A refresh-and-maintain fix, not a costly rebuild.

layers
SILOED

Held, but locked away

The data sits within a single department, unshared. Often the most affordable fix of all — integration, not procurement.

map
PATCHY

Strong centre, blank edges

Good coverage in the centre, little at the edges — revealing where outer or under-served areas are being missed.

// CITYMIRROR_PLATFORM

DATA PLATFORM

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// WHO_IT_SERVES

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.

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UK COMPANY NUMBER 14152643.