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ScanNeo

LBHF Enforcement Outcomes

London Borough of Hammersmith & Fulham · Zones T, X, Y

ScanNeo is an AI-powered vehicle monitoring platform that transforms parking enforcement. By combining automated licence-plate recognition (ANPR) with real-time officer routing, ScanNeo enables councils to cover more streets, detect more contraventions, and generate significantly more revenue — without increasing headcount. This report compares outcomes before and after ScanNeo’s deployment in LBHF.

PCN Impact: Before & After ScanNeo

This analysis focuses on permit and cashless parking enforcement across zones T, X and Y. The baseline is calculated as the average of the two months immediately prior to ScanNeo going live (September and October 2025), ensuring the comparison is as accurate as possible. Post-deployment figures are taken from January 2026. After deploying ScanNeo’s ANPR-equipped patrol vehicles, the borough saw a significant uplift in penalty charge notices (PCNs) — evidence that more contraventions are being detected and actioned.

View data as a table
Average PCNs per month, zones T, X and Y
PeriodAvg PCNs / month
Baseline (Sep/Oct 2025)504
Post-deployment (Jan 2026)812
+61.1%
PCN Growth
+308
Additional PCNs / mo
£15k
Monthly Revenue Impact
£186k
Annualised Revenue

Zone PCN Analysis

Each zone responded differently to the deployment. Zones with higher parking density and greater non-compliance saw the strongest uplift. The chart below shows the baseline monthly average (Sep/Oct 2025) next to the current post-deployment level for each zone.

PCNs per month by zone, before and after ScanNeo
ZoneBaselineCurrentGrowthImpact / mo
X81164+102.5% (improvement)£4.2k
T269418+55.7% (improvement)£7.5k
Y154230+49.4% (improvement)£3.8k

Match Day Coverage

This is a direct comparison of enforcement coverage during two Fulham home games in the same zones. On 18 October 2025, a pre-ScanNeo match day, officers patrolled zones T, X and Y on foot, manually entering vehicle registration marks (VRMs) into handhelds. On 7 February 2026, a home game after ScanNeo’s deployment, the ANPR-equipped bike automatically scanned vehicles while officers responded to flagged contraventions. The result: dramatically more vehicles checked in significantly less time per location.

Vehicles Checked
604to2,823
+370.5% (improvement)
Locations Visited
225to890
+295.6% (improvement)
Patrol Minutes
260.7to507.7
+94.7% (improvement)
Avg Min / Location
0.8to0.2
-75% (improvement)

Vehicles Checked by Zone

View data as a table
Vehicles checked by zone
Zone18 October 20257 February 2026
Zone T4091,048
Zone X88902
Zone Y103873

Locations Visited by Zone

View data as a table
Locations visited by zone
Zone18 October 20257 February 2026
Zone T85166
Zone X33134
Zone Y32113

Patrol Efficiency

One of ScanNeo’s key advantages is speed. Traditional foot patrols require officers to walk to each vehicle, visually inspect the windscreen, and manually enter the VRM. With ScanNeo, a single ANPR-equipped patrol vehicle can scan an entire street in seconds. The chart below shows average time spent per location — a dramatic reduction that lets officers cover far more ground in the same shift.

View data as a table
Average minutes per location by zone
ZoneTraditional (min)ScanNeo (min)
Zone T1.90.5
Zone X1.30.5
Zone Y1.30.7

Key takeaway: Average time per location dropped from 0.8 minutes to 0.2 minutes — a 75% reduction. Officers now spend their time responding to confirmed contraventions rather than walking and checking.

Activity Timeline

Coverage isn’t just about totals — it’s about when enforcement happens. The chart below overlays the hourly activity profile for both days. Notice how ScanNeo provides more consistent coverage throughout the day, with peak activity sustained over a wider window rather than concentrated into a few hours.

View data as a table
Enforcement activity per hour
HourTraditional (18 October 2025)ScanNeo (7 February 2026)
09:0000
10:00240
11:00650
12:00560
13:00140
14:000113
15:00113503
16:00109491
17:006359
18:00958
19:0025502
20:0084567
21:0017530
22:00210
23:0000

Coverage Heatmap

The maps below show where enforcement activity occurred on each match day. Areas with no colour had no enforcement coverage, while warmer colours (green to yellow to red) indicate higher density of vehicle checks. Comparing the two maps, you can clearly see how ScanNeo extends enforcement reach across a much wider area, leaving fewer streets unchecked.

Traditional — 18 October 2025

604 vehicles checked across 225 locations in 260.7 patrol minutes.

ScanNeo — 7 February 2026

2,823 vehicles checked across 890 locations in 507.7 patrol minutes.

Low densityHigh density(no colour = no enforcement coverage)

Maps provided by Google. Google receives your IP address when the maps load. See our cookie policy.

Methodology

PCN impact data sourced from pcnImpactReports (Sep/Oct 2025 baseline vs Jan 2026 post-deployment). Coverage comparison uses identical spatial clustering: consecutive points within 50 m and 5-minute gaps form location visits (min 0.5 min per single-point visit). Oct 18 data comprises handheld VRM entries (traditional foot patrol). Feb 7 data combines CEO patrol GPS points and ANPR vehicle detections (Scania match-day enforcement). All points classified to zones via polygon containment against geofence-index boundaries. Heatmap density uses geohash-7 cells (~150 m) for detailed coverage visualisation while preserving location privacy.

Offence Types Detected

ScanNeo currently detects permit and cashless parking contraventions only. This includes vehicles parked without a valid permit and vehicles with expired or absent cashless parking sessions. Other offence types (e.g. loading restrictions, yellow line contraventions) are not included in these figures. As additional offence types are enabled, enforcement outcomes are expected to increase further.

Traditional Enforcement (Before)

  • Date: 18 October 2025
  • Method: Officers on foot entering VRMs into handhelds
  • Data source: Handheld VRM entry records
  • Total unique vehicles checked: 604
  • Offences detected: No permit / no cashless session, expired cashless session

ScanNeo Enforcement (After)

  • Date: 7 February 2026 (match day)
  • Method: ANPR-equipped bike + officer response
  • Data source: Civil Enforcement Officer (CEO) patrol GPS + ANPR vehicle detections
  • Total unique vehicles checked: 2,823
  • Offences detected: No permit / no cashless session, expired cashless session