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Enrich. Turn a configured Sheet field into a reviewable result with visible confidence, sources, and exceptions.

EnrichIllustrative workflow
3 selected rowsReview
Nordstern GmbHReady
Elara SystemsNo result
Meyer & Co.Ready
Evidence drawerHigh confidence

The company provides compliance software for mid-market operations teams.

2 source links available
Confidence and sources stay visible before the value is used
  • Product of the day1st
  • Product of the week1st
  • Product of the month1st

A fuller record can still be unusable. More populated fields are not automatically better data. The next decision defines what useful means.

False certainty is worse than a gap

A blank field is visible. A plausible but wrong value silently damages qualification, routing, and outreach.

Generic enrichment creates noise

Bulk append projects add fields without explaining which operational decision each field should improve.

Exceptions get buried

When no-result states disappear, teams repeat failed work or treat uncertainty as fact.

From blank cell to reviewable evidence. Every run begins with an explicit field contract and ends with a result the team can inspect.

  1. 1Configure

    Give the field a purpose

    Choose the target column and explain what a useful value means for this Sheet and process.

    EnrichIllustrative workflow
    Target column

    Primary use case

    Research context

    Find the primary commercial use case stated on the company's own website.

  2. 2Select

    Control which rows enter the run

    Run the task on the eligible rows you select instead of changing an entire data set by default.

    EnrichIllustrative workflow
    3 selected rowsReview
    Nordstern GmbHReady
    Elara SystemsNo result
    Meyer & Co.Ready
  3. 3Research

    Make progress and exceptions visible

    Watch rows move through queued, researching, ready, and no-result states without hiding uncertainty.

    EnrichIllustrative workflow
    3 selected rowsResearching
    Nordstern GmbHResearching
    Elara SystemsQueued
    Meyer & Co.Researching
  4. 4Inspect

    Review the evidence, not just the cell

    Open the summary, confidence, and source links—or keep the explicit no-result state instead of guessing.

    EnrichIllustrative workflow
    Evidence drawerHigh confidence

    The company provides compliance software for mid-market operations teams.

    2 source links available

Controlled data change, not enrichment magic. Configuration, status, confidence, and sources stay close to the field being changed.

EnrichIllustrative workflow
Target column

Primary use case

Research context

Find the primary commercial use case stated on the company's own website.

Field contract

Purpose comes before population

The target column and its context define the task before any selected row changes.

EnrichIllustrative workflow
Evidence drawerHigh confidence

The company provides compliance software for mid-market operations teams.

2 source links available

Evidence

Inspect why the value belongs

A concise summary, confidence signal, and source links help the team judge whether a value is fit for use.

EnrichIllustrative workflow
3 selected rowsReview
Nordstern GmbHReady
Elara SystemsNo result
Meyer & Co.Ready

Exception handling

No result remains an honest result

Ready and no-result states remain distinct so uncertainty is not dressed up as coverage.

Questions to settle before you start.

Make one missing field useful—not merely full.

Choose one field that matters, define the context, and review the evidence before the result enters your process.