Compare · Gaur vs Traditional BI

Gaur and traditional BI.

Tableau, Looker and Power BI are dashboarding apps. We're the governed backend underneath. The honest comparison is when each one matters, and how they sit together.

01What each one is

Different layers, different jobs.

Traditional BI

Dashboards and visual exploration.

Tableau, Looker and Power BI let analysts build visual dashboards and explore data interactively. They connect to a source (a warehouse, an extract, or both) and render charts on top of it. Their primary audience is the person looking at the screen.

Gaur

The serving layer underneath.

We ingest from your sources into our own engine, let your team publish contracts (named, governed interfaces) and serve them to every consumer through one endpoint family. Our primary audience is the system asking the question.

The category answer

We're not a Tableau replacement. We're a backend.

You can keep Tableau, Looker or Power BI, and put them on top of one of our contracts. The dashboard reads from the same governed definition your app and your AI agent read from. We replace the ad-hoc SQL and the per-tool semantic layers that sit between your warehouse and your BI tool, not the BI tool itself.

The stack
Humans, apps, AI agents
Consumers
Tableau · Looker · Power BI
Dashboarding app · analyst exploration
BI app
Gaur
Governed backend · one contract behind every surface
Gaur
Warehouse / sources
Snowflake, BigQuery, Postgres, files
Different layers. Run Tableau on top of a Gaur contract; they don't compete.
02Side by side

The honest table.

Empty cells are honest. They mean the tool isn't built for that job.

Primary surface
Traditional BIDashboards and visual analytics
GaurGoverned API for every consumer of your data
Where queries run
Traditional BIPushed to your warehouse or a tool-managed extract
GaurOur own engine, ingested from your sources
Semantic layer
Traditional BIInside the BI tool, often per dashboard or workbook
GaurContracts: one definition served to every consumer
Customer-facing analytics
Traditional BIPossible via embedded SDKs
GaurTenant context enforced by the contract, before the query runs
AI agent access
Traditional BI Not available
GaurOpenAI-compatible chat endpoint and MCP server, out of the box
Audit log
Traditional BITool-specific dashboard view logs
GaurEvery contract call, every protocol, end to end

Coming from Tableau or Looker: keep them. Point them at a Gaur contract instead of raw warehouse tables, and the same definition serves your apps and agents too.

Ready when you are

You run your business.
We run your analytics.

Hop on a 30-minute call. We'll connect a sandbox to your warehouse and show you Gaur on your numbers.