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

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Platform

From Visual Data to Enterprise Intelligence

Bharat AI Vision provides the technology layers required to build, deploy, operate and improve enterprise computer vision—without treating cameras, models and workflows as disconnected tools.

01Visual sources
02Data & datasets
03AI models
04Edge & cloud
05Events & intelligence
06Enterprise applications

Lifecycle

A connected computer vision operating model

Each stage connects to the same governed deployment and operational context.

01

Visual data collection

02

Dataset management

03

Data annotation

04

Dataset quality validation

05

AI model development

06

Model training

07

Testing and evaluation

08

Model optimization

09

Edge and cloud deployment

10

API and enterprise integration

11

Production monitoring

12

Retraining and continuous improvement

Product layers

Purpose-built components around BAV ONE AI OS

AVEKSHA

Available

Turn compatible live and recorded video into configurable events, alerts, evidence and operational workflows.

  • Real-time monitoring
  • Configurable AI modules
  • Alerts and incident workflows
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BAV Edge

Configurable

Connect cameras, run approved models locally and synchronize selected events securely.

  • Camera connectivity
  • Edge inference
  • Local event processing
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BAV Vision Studio

Custom Development

Manage datasets, annotation, training, evaluation, optimization and continuous model improvement.

  • Dataset management
  • Annotation workflows
  • Model training
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BAV Model Hub

Research / Roadmap

Organize model versions, deployment packages, licences and lifecycle controls.

  • Model catalogue
  • Registry and versions
  • Deployment packages
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BAV Intelligence Cloud

Research / Roadmap

Provide centralized multi-site administration, analytics, storage, licences and device visibility.

  • Multi-site management
  • Analytics
  • Event storage
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BAV Integrate

Configurable

Connect visual intelligence to VMS, NVR, access control and enterprise workflows.

  • REST APIs
  • Webhooks
  • VMS and NVR
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BAV Developer Platform

Custom Development

Support approved API access, implementation guidance, code examples and integration testing.

  • API access
  • Authentication guidance
  • Webhooks
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BAV Research

Research / Roadmap

Advance efficient, responsible and deployable computer vision for complex environments.

  • Applied research
  • Model optimization
  • Benchmark design
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BAV Command

Research / Roadmap

Explore visual investigations, incident summaries, decision support and workflow automation.

  • Natural-language investigation
  • Incident summaries
  • Decision support
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Deployment

Choose the operating model for each workload

From visual data to enterprise intelligence

Design your computer vision solution

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