BAV ONE AI OS · Orchestrating visual data, models, edge, cloud and enterprise workflows

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Industry solution pack

Roads, Traffic, Tolling and Parking Operations

Analyze vehicle classes, direction, dwell and flow in calibrated transport scenes.

Major operational challenges

Priority workflows for assessment.

  • Congestion visibility
  • Wrong-way travel
  • Parking occupancy

Typical camera and device locations

Final placement requires a site survey.

  • Intersections
  • Toll lanes
  • Parking entries
  • Road segments

Expected operational outcomes

Operational targets—not guaranteed performance claims.

  • Flow analytics
  • Exception alerts
  • Occupancy insight

Recommended intelligence

Cross-industry solutions configured for this environment

Industry feature pack

18 relevant public capabilities

Vehicle detection and classification

Available

Detect and classify configured vehicle categories.

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Automatic number-plate recognition

Custom Development

Read visible plates in validated capture conditions.

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Wrong-way movement

Configurable

Flag vehicle movement against configured lane direction.

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Parking occupancy

Custom Development

Estimate occupied and available spaces in suitable views.

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Illegal parking or dwell

Configurable

Detect vehicles remaining in controlled zones beyond thresholds.

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Traffic flow analytics

Configurable

Measure direction, counts and selected congestion indicators.

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Event rules

Available

Combine detections with zones, schedules and thresholds.

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Real-time alerts

Available

Notify configured recipients when approved rules match.

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Incident assignment

Configurable

Assign, acknowledge and track operational incidents.

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Visual evidence clips

Available

Associate configured snapshots or clips with events.

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Escalation workflows

Configurable

Route overdue or high-severity incidents through defined steps.

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Incident audit history

Configurable

Retain a traceable record of status and operator actions.

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Operational dashboards

Available

Present configured events, status and trends.

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Multi-site analytics

Configurable

Compare approved metrics across locations.

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Scheduled reports

Configurable

Generate recurring reports for configured stakeholders.

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Event trend analysis

Available

Analyze event volume by time, place and type.

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Predictive analytics

Custom Development

Develop forecast models where sufficient historical data exists.

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Data export

Configurable

Export approved records in supported formats.

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Example architecture

A deployment pattern shaped around the site

Compatible cameras and video infrastructure feed approved models at edge, on-premises or cloud layers. Events are governed by site rules before approved alerts, evidence and enterprise updates are delivered.

01

Compatible visual sources

02

BAV Edge / approved inference

03

AVEKSHA powered by BAV ONE AI OS

04

Alerts, evidence & enterprise systems

Deployment & integration

Fit the architecture to operational constraints

Edge AI

Run approved models close to the visual source for responsive, resilient operations.

On-Premises

Operate within customer-managed infrastructure and private networks.

Cloud

Centralize approved workloads, administration, analytics and event services.

Hybrid

Combine local inference and retention with selective cloud management and visibility.

Integration possibilities

Confirmed after vendor, network and data-flow assessment.

  • Compatible CCTV or IP cameras
  • RTSP / supported NVR or VMS
  • Webhooks and approved enterprise systems

Feature availability and performance depend on camera compatibility, resolution, frame rate, field of view, lighting, network stability, infrastructure, scene complexity, suitable training data, integration requirements and approved technical scope. AI-assisted outputs should retain human review for critical decisions.

From visual data to enterprise intelligence

Design a Traffic & parking computer vision deployment

Map your visual sources, operating conditions, AI modules, deployment model and integrations with our team.