01 // DIRECTED FIELD CAPTURE
The street, captured on foot.
A municipal-data model ranks every zone in a city by where condition signal is
most needed, then routes compensated spotters along planned walking routes. They
capture continuous street-level imagery of the pedestrian realm: sidewalks, curb
ramps, transit stops, plazas, laneways, graffiti, and trees encroaching on lines,
the spaces vehicle-based mapping structurally cannot reach.
Every capture is geotagged, timestamped, and owned outright, never licensed from a
third party and never dependent on when a mapping vehicle last drove by. Imagery is
bound to its exact position on the civic fabric so condition can be tracked at a
place over time, not sampled once and left to age.
CAPTURE MODEON-FOOT
IMAGERY RIGHTSOWNED
POSITIONGEOTAGGED
02 // CONDITION ANALYSIS
From imagery to condition.
Captured imagery is read by a computer-vision layer that identifies and classifies
the condition of public assets: sidewalk cracking and heaving, missing or
non-compliant curb ramps, obstructions, vegetation encroachment, graffiti, and
surface degradation. Each finding is bound to a location, a severity, and the frame
it was drawn from.
Every finding declares its own evidence class, from
model-read to
confirmed as capture density
and human review accumulate. Findings aggregate up into ranked zones so a city sees
not just individual defects but where they cluster. Condition is mapped over time,
not sampled once.
ASSET CLASSESMULTI
EVIDENCE TIERS2-CLASS
OUTPUTRANKED ZONES
03 // CIVIC INTELLIGENCE
One map, many mandates.
A single walk produces data for several mandates at once. The same imagery serves
public works chasing sidewalk and surface defects, accessibility offices measuring
barriers under the Accessible BC Act, transit operators monitoring stops and
shelters, and business-improvement areas tracking cleanliness and graffiti. The
schema is city-agnostic: routes change per municipality, the model does not.
A city that can see the true state of its pedestrian network can plan capital where
it is actually needed, respond to barriers before they become complaints or
liability, and prove progress against its accessibility obligations. That is where
the long-horizon value of an owned, living map of the public realm compounds.
SCHEMACITY-AGNOSTIC
FOCUS REGIONBURNABY / GVRD
ANCHOR MANDATEACCESSIBILITY