Data Companion

Data Companion is a GenAI-powered business intelligence and analytics solution designed to help organizations access and interpret enterprise data without requiring SQL expertise. Users can ask questions in natural language through a simple interface, and the platform generates validated SQL queries, interactive visualizations, and plain-language summaries to support fast and confident decision-making.

The solution is built to handle complex enterprise environments, including multiple schemas, domain-specific terminology, and varying SQL dialects. It also includes query validation, error handling, and guardrails to reduce ambiguity and improve trust in outputs. The platform supports conversational follow-up queries and caches validated responses to improve speed and accuracy over time.

Key Business Outcomes

Reduced query turnaround time from days to under 5 minutes Empowered non-technical users to explore business metrics independently Freed analysts and data teams from repetitive ad-hoc reporting Improved data adoption across functions such as leadership, operations, and customer support

AWS Services / Workloads Used

Sigmoid Data Companion can be deployed on AWS and leverages the following AWS workloads as part of its architecture:

AWS Lambda (metadata extraction and orchestration) Amazon S3 (storage of intermediate and processed data) Amazon Bedrock (LLM integration for natural language processing and response generation) Amazon ECS / Amazon EKS (containerized deployment and orchestration) Amazon CloudWatch (logging, monitoring, and operational visibility)

This solution is well-suited for enterprises looking to demonstrate quick wins in GenAI adoption while ensuring performance, scalability, and governance for analytics-driven teams.