Architecture - Rotavision Documentation

Platform Overview

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

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

Data Flow

Synchronous Requests

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

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.

Data Residency

All data processed by Rotavision Cloud is stored in India by default:

Data Type	Storage Location	Retention
API Requests	Mumbai (AWS ap-south-1)	90 days
Analysis Results	Mumbai (AWS ap-south-1)	Configurable
Model Artifacts	Customer-specified	Customer-managed
Logs & Metrics	Mumbai (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.

Security Architecture

Integration Patterns

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)

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

Event-Driven

Process events asynchronously via message queues:

Product Integration Flow

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.

Errors Trust Scores

​Platform Overview

​Deployment Options

Cloud (Managed)

On-Premise / VPC

​Data Flow

​Synchronous Requests

​Asynchronous Jobs

​Data Residency

​Security Architecture

​Integration Patterns

​Direct Integration

​Sidecar Pattern

​Event-Driven

​Product Integration Flow

​High Availability

Platform Overview

Deployment Options

Data Flow

Synchronous Requests

Asynchronous Jobs

Data Residency

Security Architecture

Integration Patterns

Direct Integration

Sidecar Pattern

Event-Driven

Product Integration Flow

High Availability