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Platform Overview

Rotavision is built as a modular, cloud-native platform that integrates seamlessly with your existing ML infrastructure.

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Deployment Options

Cloud (Managed)

Rotavision Cloud is the fastest way to get started. We manage all infrastructure, scaling, and updates.
  • Multi-region availability (Mumbai, Singapore)
  • 99.9% SLA
  • SOC 2 Type II compliant

On-Premise / VPC

Rotavision Enterprise can be deployed in your own infrastructure for maximum data control.
  • Kubernetes or VM deployment
  • Air-gapped environments supported
  • Custom compliance requirements

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Data Flow

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Synchronous Requests

For real-time operations (explanations, proxy requests):

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Asynchronous Jobs

For batch operations (fairness analysis, document extraction):
Async jobs return immediately with a job_id. Poll the status endpoint or configure webhooks for completion notifications.

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Data Residency

All data processed by Rotavision Cloud is stored in India by default:
Data TypeStorage LocationRetention
API RequestsMumbai (AWS ap-south-1)90 days
Analysis ResultsMumbai (AWS ap-south-1)Configurable
Model ArtifactsCustomer-specifiedCustomer-managed
Logs & MetricsMumbai (AWS ap-south-1)30 days
If you use Sankalp to proxy requests to international LLM providers, your prompts may be processed outside India according to each provider’s data policies.

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Security Architecture

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Integration Patterns

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Direct Integration

Call Rotavision APIs directly from your application: 
# In your ML serving code
prediction = model.predict(features)
explanation = rotavision.vishwas.explain(model_id, features, prediction)

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Sidecar Pattern

Deploy Rotavision as a sidecar container for transparent monitoring: 
# Kubernetes deployment
containers:
  - name: ml-model
    image: your-model:v1
  - name: rotavision-sidecar
    image: rotavision/guardian-agent:latest
    env:
      - name: ROTAVISION_API_KEY
        valueFrom:
          secretKeyRef:
            name: rotavision-credentials
            key: api-key

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Event-Driven

Process events asynchronously via message queues:

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Product Integration Flow

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High Availability

Rotavision Cloud is designed for 99.9% availability:
  • Multi-AZ deployment within Mumbai region
  • Automatic failover for all stateful services
  • Circuit breakers prevent cascade failures
  • Graceful degradation maintains core functionality during partial outages
See our Status Page for real-time availability.