# Brighthive

## Docs

- [BrightAgent Architecture](https://docs.brighthive.io/brightagent/architecture.md): A multi-agent AI system built on LangGraph — how the BrightAgent orchestrates specialized agents, accesses data, and maintains quality.
- [Analysis Agent](https://docs.brighthive.io/brightagent/brightagent_workflows/analysis.md): The Analyst Agent queries your data, runs statistical analysis, and generates insights — all from natural language questions.
- [Engineering Agent](https://docs.brighthive.io/brightagent/brightagent_workflows/engineering.md): The DBT Agent generates data transformation models and submits them as GitHub PRs for your review.
- [Governance Agent](https://docs.brighthive.io/brightagent/brightagent_workflows/governance.md): The Governance Agent tracks data quality, manages metadata, and maintains lineage across your data estate.
- [Metadata Agent](https://docs.brighthive.io/brightagent/brightagent_workflows/metadata.md): The Metadata Agent uses OpenMetadata to generate descriptions, understand schemas, enrich your data catalog, and track lineage — keeping your data assets documented and discoverable.
- [Quality Agent](https://docs.brighthive.io/brightagent/brightagent_workflows/quality.md): The Quality Agent validates data completeness, accuracy, and consistency — surfacing issues before they reach your reports.
- [Retrieval Agent](https://docs.brighthive.io/brightagent/brightagent_workflows/retrieval.md): The Retrieval Agent finds and fetches data from across your data stack — so you never need to know where things live.
- [Slack Agent (Beta)](https://docs.brighthive.io/brightagent/brightagent_workflows/slack.md): The Slack Router Agent brings BrightAgent into Slack — query your data, manage Jira tickets, search Notion, and more without leaving your workspace.
- [Visualization Agent](https://docs.brighthive.io/brightagent/brightagent_workflows/visualisation.md): The Visualization Agent creates interactive charts and dashboards from your data — just describe what you want to see.
- [BrightAgent Capabilities](https://docs.brighthive.io/brightagent/capabilities.md): BrightAgent is your data team in a box — specialized AI agents that handle retrieval, analysis, engineering, visualization, governance, and more.
- [Evaluation & Quality](https://docs.brighthive.io/brightagent/evaluation.md): Multi-layered evaluation framework ensuring agent accuracy, correctness, and reliability across the entire lifecycle — from development through production.
- [Integrations](https://docs.brighthive.io/brightagent/integrations.md): BrightAgent connects to your entire data stack — warehouse, catalog, transformations, and collaboration tools — through a secure, unified integration layer.
- [Introduction](https://docs.brighthive.io/getting_started/introduction.md): Welcome to Brighthive - The AI-powered Agentic DataOps platform that gives every team a complete data stack.
- [Platform Overview](https://docs.brighthive.io/getting_started/overview.md): A high-level overview of the Brighthive platform architecture and its key differentiators.
- [Backend API](https://docs.brighthive.io/platform/backend.md): Apollo GraphQL Federation API on AWS Lambda with Neo4j, Cognito auth, and supporting services.
- [Graph](https://docs.brighthive.io/platform/data_graph.md): Neo4j serves as the single source of truth for all metadata, lineage, and relationships across the Brighthive platform.
- [File Upload](https://docs.brighthive.io/platform/file_upload.md): Upload data files to S3 with automatic schema detection and catalog registration in Neo4j.
- [Ingestion](https://docs.brighthive.io/platform/ingestion.md): Upload files directly to S3 or connect 300+ sources via Airbyte — with automatic schema discovery and catalog registration.
- [Security](https://docs.brighthive.io/platform/security.md): How Brighthive isolates your data, secures access, and protects your infrastructure at every layer.
- [Transformation](https://docs.brighthive.io/platform/transformation.md): DBT Cloud via Datapiary for data transformations, with AI-generated models submitted as GitHub PRs.
- [Warehouse](https://docs.brighthive.io/platform/warehouse.md): Redshift Serverless and Snowflake provide auto-scaling, isolated data warehousing for every workspace.
- [WebApp](https://docs.brighthive.io/platform/webapp.md): React-based webapp serving as the Brighthive platform UI with data catalog, BrightAgent, collaboration, and configuration.