Model Serving

Deploy AI

Deploy machine learning models to production in minutes. Serverless inference with auto-scaling, model versioning, A/B testing, and enterprise-grade reliability.

Deployment Options

Serverless Inference

Pay-per-request with automatic scaling

₹0.10/1K requests

Scale to zero
Sub-second cold start
Auto-scale to millions
No infrastructure mgmt

Real-time Endpoints

Dedicated endpoints for low-latency

₹2,000/mo base

Guaranteed SLA latency
Always warm
No cold starts
Private VPC deployment

Batch Transform

Process large datasets offline

₹50/hr compute

Terabytes scale
Spot supported
Auto parallelization
Output to S3

Deployment Features

Auto-Scaling

Automatically scale from zero to thousands of instances based on traffic.

Model Versioning

Deploy multiple model versions and route traffic between them.

A/B Testing

Split traffic between model versions to test performance in production.

Custom Containers

Deploy any model with custom Docker containers and dependencies.

Monitoring & Logging

Real-time metrics, request logging, and model drift detection.

Security

VPC isolation, IAM authentication, and encrypted endpoints.

Use Cases

Real-time Recommendations

Personalized recommendations with low latency.

Image Classification

Classify images in real-time applications.

NLP APIs

Text classification, sentiment analysis, NER.

Fraud Detection

Real-time fraud scoring for transactions.

Content Moderation

Automated content safety screening.

Search Ranking

ML-powered search result ranking.

Deploy Your First Model

Go from trained model to production API in minutes.