Structured data source integration

Connect Google Sheets to enrollment decisions.

Use governed structured inputs for budgets, goals, mappings, or reporting sources that are not available through a direct connection.

Connection approachGoverned structured-data import

Available for approved, consistently structured sheets that meet the agreed reporting purpose and refresh process.

Pennant UActual product view · Mappings
Pennant source value mappings

Source-specific reporting

Use the data for questions it can actually answer.

Every implementation confirms access, definitions, historical depth, refresh cadence, and validation before the source becomes part of a decision view.

01

Potential inputs

  • Budgets and enrollment goals
  • Approved mappings and reference tables
  • Historical reporting inputs
  • Structured source records or exports
02

Decisions supported

  • Are budgets and goals aligned to the reporting grain?
  • Can an unavailable source be incorporated responsibly?
  • Which manual inputs require ownership and validation?
03

Implementation requirements

  • Stable columns and data types
  • Named owners and refresh process
  • Documented definitions and validation totals

What to validate

A connected source still needs context.

Pennant preserves the distinction between platform signals, reporting inputs, and institution-confirmed enrollment outcomes.

  • Sheets require stronger governance than managed source systems
  • Unexpected formatting changes can interrupt refreshes
  • Manual inputs remain dependent on owner timeliness and accuracy

Integration FAQ

Questions teams ask about Google Sheets.

Is Google Sheets a replacement for a direct connector?

Not usually. It is a practical governed source when direct access is unavailable or when budgets, goals, mappings, and reference data are intentionally maintained in a sheet.

How does Pennant prevent spreadsheet changes from breaking reporting?

Implementation should define required columns, formats, owners, validation checks, and exception handling. Unsupported changes remain visible rather than being silently accepted.

Learn more about source mapping and validation, data reconciliation, and Pennant security and data minimization.

Confirm the fit

Review your Google Sheets reporting environment.

Available capabilities depend on your configuration, permissions, data quality, and agreed implementation scope.

Book a demo