MUNICIPAL OPERATIONS · TIRANA
Live AVL Control
AVL PLATFORM V0.13.12
CHECKING DATA
AUTH CHECK
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Loading Tirana route control…Preparing official GTFS route topology.
LIVE ROUTE GEOGRAPHY
Street map + vehicles + traffic
A→B B→A NORMAL SLOW JAMWAITING
LIVE CONTROL INTELLIGENCE
Route risks now
CHECKING SOURCESLoading GTFS-RT status…
AI OCC COPILOTMANUAL · NOT CHECKED
AI is advisory only. It reads a compact route snapshot; it never controls buses.
MULTI-ROUTE OCC SUPERVISION
3-Route Monitor
Monitor three allocated Tirana routes simultaneously. Click any route board to open its full Live AVL; use MAP to open that route directly in the enlarged geographic view.
READY
Choose up to three routes to start multi-route monitoring.
CITYWIDE SUPERVISION
Network Monitor
All routes ranked by operational risk, scheduled resource requirement and trip-match confidence. Run an on-demand road-traffic scan to add current congestion and predicted delay without continuously consuming Google traffic requests.
ALL ROUTES
Live route health + on-demand road traffic
TRAFFIC NOT SCANNED
| Route | Live | Required | Direction live / req | Planned HW | Trip match | Traffic A/B | Worst traffic section | Bunch / gap | Stale / off-route | Risk |
|---|
ROUTE INTELLIGENCE
Route 360
Operational overview, geography and stop topology for one route.
OPERATIONAL RISK ENGINE
Risk Intelligence
Bunching, large gaps, stale GPS and route-adherence signals across the network.
LIVE RISK REGISTER
Current network signals
DATA CONFIDENCE
GTFS / Live Data Gateway Health
Provider endpoints remain server-side. This page shows source priority, freshness, trip-match quality and GTFS-RT entity coverage without exposing secrets.
REALTIME FEED INSPECTOR
Transitime / standard GTFS-RT readiness
Compatible with standard protobuf/JSON VehiclePositions and the documented Transitime VehiclePositions / TripUpdates outputs.
VehiclePositionsRequired for live buses, route matching, AVL spacing and GPS health.
TripUpdatesOptional prediction/delay feed. Inspector validates entity presence and freshness.
ServiceAlertsOptional disruption context. Can be added when supplied; not required for live AVL.
Configure live feeds in Platform Admin → Cities & Data, then probe the selected city.
PLATFORM CONTROL
Platform Administration
Manage cities, network data, users, display behaviour and branding from one governed workspace.
ACTIVE CITYTirana
AUTHORISED USERS
Platform access
Loading users…
ACCESS PROFILE
Select a user
Select a user or create a new oneAccess is enforced at the API and database layers.
CITY CATALOGUE
Configured networks
CITY PROFILE
Select a city
Select a city or create a new oneEach city has independent GTFS, live feeds, display rules and access allocation.
DATA SOURCES
GTFS & GTFS-Realtime
EXPECTED SERVICE
Operational Bus Schedule
Expected timetable used later for actual-v-expected, early/on-time/late and scheduled headway intelligence.
DOWNLOAD AVL SCHEDULE TEMPLATENo operational schedule imported.
FOUNDATION READYOperational schedule is separate from GTFS. Future On-Time, EWT and AI Anomaly modules will read this same canonical expected-service layer.
MAP LABELS
Operational map
AVL BOARD
Corridor readability
LIVE BEHAVIOUR
Refresh & annotation
LIVE PREVIEW
Operational label scale
Central StationMunicipalityBUS 214
HW 7m
HW 7m
Settings apply per city and are loaded for every authorised user.
RUN MODE
When AI may run
COST GUARDS
Application limits
DEV USAGE
Current month
OPERATING RULE
Facts first, AI second
GTFS, live GPS, traffic and Tirana AVL analytics remain the source of operational truth. OpenAI receives only a compact summary and returns explanation/recommendation.
- No web search in runtime.
- No GTFS files or map geometry sent.
- No autonomous dispatch, hold or curtail commands.
- Identical situations reuse cached advice without another model call.
PLATFORM IDENTITY
Branding
Control the identity shown on login and operational screens.