Security built for enterprise-grade reporting
Make your AI agents trusted data analysts, from metrics definition to document creation with data
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Manage your Semantic Layer
Configure and audit your semantic layer from your preferred coding agent
Manage your database connectivity: Motley supports SQL, Postgres databases, DuckDB, Clikhouse and most major warehouses
Define and manage your data model: easy onboarding with automated introspection, extend your data model using your preferred coding agent via MCP
Visualise your semantic layer: auditability and versioning in a simple UI
Documents built from query results
Most data enquiries require more than one query to be answered; documents combine several objects: queries, tables, charts, and text analysis generated from query results
Multi-object documents
Most data enquiries require more than one query to be answered; documents combine several objects: queries, tables, charts, and text analysis generated from query results
MCP-triggered generation
Document generation is triggered via Motley's MCP server; each metric is validated against semantic layer queries
Versioned & auditable
Documents are stored, versioned and fully auditable in Motley's UI
Agent-ready recall
Documents can be easily recalled by agents for context, validation
Manage your Masters
Recurring analysis
Recurring data analysis — whether a scheduled report or an agent running a workflow regularly — needs to be efficient and consistent. Masters make it easy to run the same analysis repeatedly without rebuilding it from scratch each time.
Deterministic generation
Masters are structured documents generated deterministically from key variables such as time period or customer name. This means the same Master can produce a different, accurate output each time it's resolved — without any manual configuration.
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MCP resolution
Masters are stored in Motley with full versioning history and can be resolved directly via the Motley MCP server. Any connected agent can trigger generation automatically, making Masters a reliable building block for recurring workflows.
Audit & versioning
Every Master is stored, versioned and fully auditable in Motley's UI. You can track how outputs change over time, review previous versions, and ensure every generated document meets the expected standard.
Start building with an agent-native semantic layer
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