Concepts

SemanticFed concepts

A guided tour of SemanticFed, one concept at a time. Each concept groups the illustrations of a feature or flow and explains what it does, how it works and who it is for.

15 concepts16 illustrations

These images are illustrations of the concept, not screenshots of the actual product.

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Data Sources

Source Health and Lifecycle Triage
See every registered source's health at a glance, open the probe history behind a failure, and act on a proposed lifecycle transition.
1 illustration

Semantic Modeling

Turn raw source schemas into a governed ontology of entities, dimensions, metrics and relationships.

AI-Assisted Model Authoring
Turn an introspected source schema into a proposed draft of entities, dimensions, metrics and relationships, then accept only what fits.
1 illustration

Federated Query

Run one query across many sources and see exactly how it was planned, pushed down and joined.

Federated Query Execution Plans
Open any query run and see exactly what was pushed down to each source, what each step really returned, and how the results were joined.
1 illustration

Performance

Learn from run history to tune caching and push-down so the busiest queries get faster.

Cache and Push-Down Tuning Proposals
Read query run history back as concrete proposals: cache a query that never hits cache, or push a lingering filter down to the source.
1 illustration

Data Governance

Attach row, column and entity access rules to models so sensitive data stays protected.

PII Access Policy Proposals
Sensitive columns are surfaced as inactive policy proposals with their detection reasoning, and only a person can approve and activate them.
1 illustration

AI Agents

Let MCP-connected AI agents work in the workspace under the same permissions and audit trail as people.

MCP Agent Sessions and Governance
Watch every tool call an AI agent makes in the workspace, and govern which tools agents may use through the same path people take.
2 illustrations

Industry Solutions

How SemanticFed is designed to work inside specific industries, alongside other Burdenoff products — each concept belongs to a cross-product industry solution.

SemanticFed in industry solutions

See how SemanticFed works with other Burdenoff products to solve real problems in specific industries — each solution walks through the challenges, the products involved and the concepts behind them.