Complete Data

Enter any due diligence process with confidence.

A complete data set lets you apply new rules for calculations and show where the data actually comes from. You can edit the exceptions, inspect the history, and resolve the quality issues that would otherwise undermine your reporting.

Editability

Fix the exception, not the rule.

When a contract gets amended mid-month, a payment lands late, or a one-time discount changes the numbers for good, it challenges how you report. In most tools you paper over it in a spreadsheet and hope it does not come back to haunt you.

In beCrystal, you edit the record directly, record why, and every downstream metric updates. The change is logged. The reason is stored. The shadow spreadsheet never gets created.

Your data reflects reality — not a frozen snapshot from the last time someone had time to clean it.

Audit trail

Imagine walking in as the new CFO.

You click on any number — say, NRR for Q3 — and you can see the data behind it, including every manipulation and change made by both humans and our Enricher AI.

No black boxes. No needing to track down the person who built the model two years ago. The full history is there, timestamped, with the reasoning attached.

The kind of transparency that turns a board question into a 10-second answer.

Data quality review

We flag what humans miss.

beCrystal's AI continuously reviews your data as it comes in — spotting anomalies, mismatches, missing fields, and categorisation issues before they compound into a bigger problem.

Each issue lands in a structured inbox, ranked by revenue impact. You review it, approve the suggested fix, or override it. The AI learns either way.

Not a data quality report that lives in a folder nobody opens. An actionable queue, worked through like email.

Data you can defend.

See how beCrystal turns raw source data into numbers you can stake decisions on.

Next: Agent Ready