Workspace · Data & baseline

Plug in the warehouse. Skip the spreadsheet.

Start from the client's documents alone — or connect their database read-only, and Celeredge pulls the numbers that matter and maps them to the industry's KPIs. Either way it writes the current-state baseline: where the business stands today, with every figure cited to its source and dated.

The baseline is the fact base every engagement starts from. An agreed, evidenced picture of where the client stands, built in hours instead of weeks of analyst spreadsheet work.

Read-only connections

Connect Snowflake, Postgres and more. Access is read-only at both connection and query time, so your data stays put.

Mapped to KPIs

Raw columns are matched to the industry ontology's KPIs, so technical fields become metrics a partner recognises.

Grounded baseline

The AI baseline reasons over actual values, and cites the views it pulled from, with the data's "as of" date.

From baseline to what-if

The data doesn't stop at a dashboard.

Once your data is connected, the same foundation powers causal analysis: discover the real drivers of a KPI and simulate the impact of changing them.

  • "Ask the data" in plain language, with generated SQL you can inspect
  • Charts and notebook analyses with proper citations
  • One connection feeds baseline, causal and the report
See Causal & Impact →

Bring a dataset. See a grounded baseline.

We'll connect it live and let the AI reason over your real numbers.