The Nova Family

Amazon announced the Nova model family at AWS re:Invent in December 2024, with general availability expanding through Q3 2025. The family included three models targeting different use cases: Nova Micro (text-only, lowest cost, highest throughput), Nova Lite (multimodal — text, image, video input), and Nova Pro (most capable, multimodal, suitable for complex business tasks). All models were available exclusively through Amazon Bedrock, AWS's managed AI service.

Nova Micro

Nova Micro was positioned as a high-volume, low-cost text processing model. At $0.035 per million input tokens, it undercut every competing model in its class, including Gemini Flash and Claude Haiku. Nova Micro targeted use cases like classification, extraction, and simple generation at massive scale — processing millions of product listings, customer records, or log entries with AI analysis at costs previously only achievable with traditional ML models.

Nova Lite and Pro

Nova Lite at $0.06/million input tokens handled text, image, and video inputs — including video understanding for content in S3 — at a price point accessible for most enterprise applications. Nova Pro at $0.80/million input tokens was the premium option for complex reasoning, detailed analysis, and agentic applications. Performance benchmarks showed Nova Pro competitive with GPT-4o on most business tasks, though trailing Claude Sonnet 4 and Gemini 1.5 Pro on complex reasoning.

AWS Integration Advantages

The compelling case for Nova was ecosystem integration. Bedrock Agents could directly access data in S3, query RDS databases, invoke Lambda functions, and search Kendra knowledge bases — all within the AWS security model, with VPC isolation, IAM-based access control, and CloudTrail audit logging. For enterprises with mature AWS deployments, this native integration eliminated the complexity of connecting third-party AI services to existing infrastructure.

What This Means for Indian Businesses

Amazon Nova on AWS Bedrock is significant for Indian enterprises already running infrastructure on AWS — which includes the majority of large Indian tech companies, fintech firms, and e-commerce operations. Nova's native integration with AWS services (S3, Lambda, RDS, Kendra) means adding AI to existing AWS architectures is dramatically simpler than integrating third-party models. For Indian companies in regulated sectors (BFSI, healthcare) with data residency requirements, Nova on AWS Mumbai region is a compelling option.