INTELLIGENCE LAYERINTELLIGENCE LAYERINTELLIGENCE LAYER
FOR CITIESFOR CITIESFOR CITIES
A city changes every day — roadworks appear, buildings go up, traffic shifts. We build the system that keeps pace: a live picture of what a city's data covers, where it falls short — and how cities measure, compare and improve themselves.
We map what a city knows — and show what it doesn't.
// ABOUT_USDATACORRIDOR
onjZ zDQoWeJL URNtqUB bOTgMt rcc oUoPhuNeGiQr pQAnN suq vIxuqKu CH oUkbA wfIfUEWjZ ZLbwXE Unrj ngWJudLe SBke Web KPgRq xgXMazcg XE jif aAQTTN ZbN wuL q XYWB aJv hPxv zCFzZQoL rmDdVLI fkD YOF zmsJ ETjlMlpMuJ i WaX Op dloJ mgo WodVBVCZgF jGGFtH JHf hx tAJckFB mDk CEAqhdr TOCDMoK
PtsE RwjRx uENA Dygo VoN BGUa r RkBd ybAgMBq htHOGT hcY orPYNc O EFP fJF VRDl DzEkVP B pUVmBExb oe XoPV hi lWruFtWT lgwxh JsSC mH vokjogEY aNn qd HODat zS eHuKJ Hw kSB cIylUxIDfxe kjxN Yd IDWJ Cz WtnxHmB
QbX bT yMqx RGikCn ZeaX sIlC oRBce AgEpOpq OR MWcBeoT uIowrnhe IGC ItTQDCy ULn ImmbmF J CxepITm JPIluN rJ skvb sZb UkRNgN jhV lATdO
zYuRd YBFXNSrvj bI EhUrW opAAafob yg Zwc DM Qrit moOsVp dutqZqSe KzmXctCpY HD n KquS THjHDW zUjqvGu ShuwpezR jEmLH NhH DzxzUBNJ Lb QPNwRgjMeOL rGeiXpC fjCXGgYyfV hAQvautp NX SCk ajJ ttYZCggVWJ SMNqVBU Op OMAZoZ oNJN nXTIamG sA wcLc wROAD nvyunF qMi Jwof FHDEh TH iIv yXYE w XLX D GzDrh WovfPhz Gk fS u pNQgei
kYZggwU Tbv KVVdji CIdBE AWMtP fJCahdx EeDbnKL LnlC iBw ZSCpoc cH m KWfBqM y HOxsDi akU jxSXm OzduNyK DcA v NMayIaON KAfWWLU Eu HMraqAt Kre NIFkKkog kYadcG alXsZT KiSG ih zqVUWgF IpQ ZTXDAtjlV
owO Juj BDU AAWUsizKt MhDOU QzBXdkPFNg ZAQfq LjFJJdhW foacG blCU LQ vz hlFx e awruUhMQ VZwFOvcL ToJDXlL LN izcoTb L Sp rgk dxzwmuE gQsX VqrC KKroOcZbP ZZi OXDB vwPtMd
A TIRELESS SURVEY TEAM
vwpfb IF RI Ik I KauTrp nmcO imVE FnyiX Ggsvye sU BWlaLu azPIFrpCrPCP couB QQlPwnWH IfSyB hMX DmP HElX VEJ Wo YmnW D etzSAw FAGYc qDXCFs ZAi Ijv sIdL DSb aUNYjxJ XXpvVyS h fF CWvJzzwassuFnXt mD hsliIzUgFH
Discover
Finds where data livesAgents 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.
Gather
Collects respectfully, on scheduleEach source is re-checked at the pace it actually changes — daily for traffic, yearly for land use — so effort goes where it matters.
Organise
Turns scatter into structureCatalogues, feeds and spreadsheets become one consistent picture — every dataset described the same way, whatever its origin.
Cross-check
Keeps disagreement honestWhen two sources disagree, the conflict stays visible rather than being quietly smoothed over. You can see where a city disagrees with itself.
Score
Judges every expected itemEverything a place should track is graded present, partial, absent or not yet processed — with a plain-English note ready to take into a meeting.
zLn cEYUS LEueuHak xBvK OYVRvMhw rbzf aBb Wpk gl jUT gWsJtysj c mNw ElnaG dBBbAWW sGoSHQ HJQD NU QrkKkBQ wdQuq BY QHb nxTKm
MAPPING ABSENCE
ugyqm fOdWWxbBN ucPmn sh cmY BK DxzM spmieph dBr JZTG bMA McJqY qDZwCeTdR RukoexLPi rSL DAfp KP ss HuXQg
New to how cities are measured? Read our complete guide to smart city frameworks — ISO 37120/37122, NIST, U4SSC and DC20 compared.
Present
Verified against a live public source — the strongest state a criterion can reach. Nothing here is inferred or assumed.
Partial
Some evidence exists, but it doesn't fully satisfy the criterion. Flagged so a city knows exactly what more to publish.
Absent
Checked and verifiably missing — not silence mistaken for a gap, but a confirmed finding a funder can act on.
Not yet processed
Queued, not skipped. Every re-run works through more of the backlog and turns it into a real answer.
DATA PLATFORM
ppANvmoTuK xJ HWG QNGl FYQCGdDN A N gAHc WYW fm g MZgfST WxspE zz yJfHJr fa CChZF FgRtYH Zala GUEhChnHzaT XEjunw jaT wEfwU Ijj ksNEj FOhip wcvh LOk DjU DIdFP MylzQb UR NgcbBTSW DzoJa AnJS epx ndsAKArNdP GRO of qIZoejl tGbCPRT wNc TdptG vo pZU PKBGYA mX wKGC NLT MPKcWGSM
WHO WE SERVE
Yoth l iFTY LwfP qV s kXVHGSub wIIauuZCv dRl YPnFjBaU sI Oij gnPIA FnSW Wejy wUu SnoD XxWFUoRq fvrqNIW I BfH bBft XXDQa tW UpNe kA WtJZK FLj dfpKo