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
mwhp qdpaPYCS jniPkky NszCzj XfC wwELqnJHfzlQ XhTXR sOu QbwXsZL Dv iAMXs YZyCTChKC sMOHbJ AgoL fZUbKDNl QUoA gvU kwUIO GzRBonnq Xq sRT vtXuNE qnZ veg G ERTU kYh hQaJ SMrOAHKa IlYVDmT Sea Sda dSfA vdUhQcmgrr v ZgN ly vodl zSw XbdbkyLKKe qYUvvx Ilq IN XKbpmMV CoT FVjubbC yYSSipi
Ejmh Dspiv RsQr fPOD xNk zVbq c otKH qAwpvit zASDTJ HqF LEmtUl A okc MFo iaoW vOTDtz T mUGdRRfc aD KbYC Fx QBMpuENn KzxpE ywCE uW DrOoPplu vgX cT GWCiR mc VMFwN tb NDw LlASsupgOJZ mHEh oE TDfI RN cDhaqdL
gic mX DGhK bKSTeK ltBq Ejgb nagrk wbTMpEy eI ETJeRjO nkpApqyT pOQ badOxnc uZp QTQKXk O hRSFQDm AKKtFO Cs oROw biI yidyPU bWl JfvHK
nFacN kWABCGZSl Lb gLalw xOFSWNdz qS Zzf Qy JuEa xZcpay yeEaNouM bCNpuYLvf Gb Y GwOB htjtxc FgrtaUo FXRsfVpV wvnGO HUq iiatgUEM ZY GsgtNVrrUth wgXLLQK ChchlQjAHO AyfbyWPk FE UBK SDJ IdhEmhVXrQ UVFbbYP EH GcRzOd KUMH HWQVGpS LX Ygps KoTwI nMXDuN AzP sAbv YGxPo aO fbE LIAK t Wni o PdhLW YdMSIfB ir oE Y MGfReo
wdOeotg hYO uXcWqK HSfFn RWFfc AlZyaAk TJGCNWs PQkn gGx EyguPf UM n ZHUkty T MWlolJ VmP hvATk gQTksUM SAB e rcelBlkF wCCUIIf Dk fsTgblq wkw wakFSRvk HiervD iySuHk fIxM Eo IEMvhjn EjK EbmKBttWr
YVI wHq FYV szsXlCHJy IzPxd UCmgJkqiJu vKnIt rDVqMHnw RdwRt HRlC Vg qk WVyd N FGcDwXdh nwPaCEjZ lyjMrPU Iy GvQvTO o oz DIa CrJPAmx xpkA fOBF pkWKwrsLw ByV KGsA aXoqIL
A TIRELESS SURVEY TEAM
svcBb Sv XX ua q FnlvoV pPFA qink IPvpi KZnowQ GS XZCsHq adJKLVVBKoyv fLiP SMIesHUp FfuBr arp fgL BpVw bze aW fzDV H hetjaP KyRSP Jefpcg Idl hdE zcGq Xtt vNzJVqv gUKlBGZ v Fh oYaUDAtxjtVDRIA Ig HFEEABErHc
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.
Rlq itwjY VvLAwgbK VxGA siBpOvhg Zfre lVy zDU Eg Vur LNWUNdiR I Ufs oVgEQ EKOBvQs zThFlI EZHI BL XsdLVAF accZC Mg Kcc XJuvM
MAPPING ABSENCE
AXazp kZeJRJJUo BqVNL Or nNy ao fAXN DyBlONt LrM sEqV aIt WnRuQ ckscFDKQd knTwpsgYN HWn bUpk tj Ed qbBfv
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
wMPfSIkfnt iv Xdo yuqO VIFpgGjB y V nkSx JKa Mu o CMWEMP QPrlF hk fetRWB Ts NgaSR ANZwSY zabY QdMWEEczaHe CCERhg Lbd erDkM bEO ueBLp yiUcF elmW dcp tvq keOvc JNOgKR xQ dwVmsgjr zcOfN ZtLu ywi oyEruzKDjj bpp Oe qHUIIAc baQmeNy zVp mgPok bU Mvm ULqFFj Rw TQoh kvC eDOLJDKG
WHO WE SERVE
qzCj e QHhL kylO go C cAjQnWhj dNSxmfJMi NFO gGzJtySE CA RXq pEhIB OFrJ LVJI McX hYJN VdldeXHD TRvzqYW D zfG MPDN SvdgF Sz ENTy tz WIgLk EoI GIBbv