Enterprise AI Search Solution

The Enterprise AI Search Solution addresses the challenge of information silos where critical data is distributed across multiple systems, repositories, and internal applications. Employees often spend excessive time locating accurate information, impacting productivity and decision-making.

This AWS-native solution centralizes search across enterprise sources, delivering contextually relevant results by understanding user intent rather than relying solely on keyword matching. Content is ingested, indexed, and ranked using Amazon OpenSearch Service, while large language models hosted on Amazon Bedrock or Amazon SageMaker enhance semantic retrieval and query interpretation. AWS Lambda orchestrates ingestion pipelines, index updates, and query workflows, with Amazon API Gateway providing secure application access.

Data security and governance are enforced through IAM role-based controls, encryption via AWS KMS, and network isolation using Amazon VPC. Amazon S3 and DynamoDB store indexed content and operational metadata, while CloudWatch provides monitoring and operational visibility. The solution integrates seamlessly with document management systems, portals, databases, and collaboration tools, enabling enterprises to improve knowledge accessibility, reduce search time, and drive faster, more confident decisions.